From d710fab8eebc8332bb35e5a725cf81c20cb52ce1 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Wed, 30 Sep 2026 21:46:05 -0700
Subject: [PATCH 01/29] Renames and Bug fixes (#50643)

* add allow preview on evaluators builder

* renames and int to long type update

* fix skills serialization bug

* update beta client javadoc

* stop emitting eval level

* fix spotless
---
 sdk/ai/azure-ai-projects/CHANGELOG.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index e6b961771db14..7fc0c129dab78 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -8,6 +8,8 @@
 
 ### Bugs Fixed
 
+- Fixed skill file uploads to omit an unset `default` flag instead of sending the literal text `null`.
+
 ### Other Changes
 
 ## 2.7.0 (2026-10-06)

From 427d259bface5d87813de6ba8508cc226333ab41 Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Thu, 1 Oct 2026 20:06:49 -0700
Subject: [PATCH 02/29] regen sync tsp

---
 .../models/DataGenerationJobResult.java       | 25 +++++++++----------
 1 file changed, 12 insertions(+), 13 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java
index 8753e3753dbf8..6de4d4c2067fb 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java
@@ -33,11 +33,11 @@ public final class DataGenerationJobResult implements JsonSerializable<DataGener
     /**
      * Creates an instance of DataGenerationJobResult class.
      *
-     * @param generatedSampleCount the generatedSampleCount value to set.
+     * @param generatedSamples the generatedSamples value to set.
      */
     @Generated
-    private DataGenerationJobResult(int generatedSampleCount) {
-        this.generatedSampleCount = generatedSampleCount;
+    private DataGenerationJobResult(int generatedSamples) {
+        this.generatedSamples = generatedSamples;
     }
 
     /**
@@ -67,7 +67,7 @@ public DataGenerationTokenUsage getTokenUsage() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeIntField("generated_samples", this.generatedSampleCount);
+        jsonWriter.writeIntField("generated_samples", this.generatedSamples);
         jsonWriter.writeArrayField("outputs", this.outputs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("token_usage", this.tokenUsage);
         return jsonWriter.writeEndObject();
@@ -85,14 +85,14 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static DataGenerationJobResult fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            int generatedSampleCount = 0;
+            int generatedSamples = 0;
             List<DataGenerationJobOutput> outputs = null;
             DataGenerationTokenUsage tokenUsage = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("generated_samples".equals(fieldName)) {
-                    generatedSampleCount = reader.getInt();
+                    generatedSamples = reader.getInt();
                 } else if ("outputs".equals(fieldName)) {
                     outputs = reader.readArray(reader1 -> DataGenerationJobOutput.fromJson(reader1));
                 } else if ("token_usage".equals(fieldName)) {
@@ -101,8 +101,7 @@ public static DataGenerationJobResult fromJson(JsonReader jsonReader) throws IOE
                     reader.skipChildren();
                 }
             }
-            DataGenerationJobResult deserializedDataGenerationJobResult
-                = new DataGenerationJobResult(generatedSampleCount);
+            DataGenerationJobResult deserializedDataGenerationJobResult = new DataGenerationJobResult(generatedSamples);
             deserializedDataGenerationJobResult.outputs = outputs;
             deserializedDataGenerationJobResult.tokenUsage = tokenUsage;
             return deserializedDataGenerationJobResult;
@@ -113,15 +112,15 @@ public static DataGenerationJobResult fromJson(JsonReader jsonReader) throws IOE
      * The number of samples actually generated.
      */
     @Generated
-    private final int generatedSampleCount;
+    private final int generatedSamples;
 
     /**
-     * Get the generatedSampleCount property: The number of samples actually generated.
+     * Get the generatedSamples property: The number of samples actually generated.
      *
-     * @return the generatedSampleCount value.
+     * @return the generatedSamples value.
      */
     @Generated
-    public int getGeneratedSampleCount() {
-        return this.generatedSampleCount;
+    public int getGeneratedSamples() {
+        return this.generatedSamples;
     }
 }

From 345cce9b99fc76654dd2ef261bdfeb7f4f27ff64 Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Thu, 1 Oct 2026 20:13:16 -0700
Subject: [PATCH 03/29] Revert "regen sync tsp"

This reverts commit 90a3c64e6b21618f8ba18d48f29d7ffbbdb9d972.
---
 .../models/DataGenerationJobResult.java       | 25 ++++++++++---------
 1 file changed, 13 insertions(+), 12 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java
index 6de4d4c2067fb..8753e3753dbf8 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DataGenerationJobResult.java
@@ -33,11 +33,11 @@ public final class DataGenerationJobResult implements JsonSerializable<DataGener
     /**
      * Creates an instance of DataGenerationJobResult class.
      *
-     * @param generatedSamples the generatedSamples value to set.
+     * @param generatedSampleCount the generatedSampleCount value to set.
      */
     @Generated
-    private DataGenerationJobResult(int generatedSamples) {
-        this.generatedSamples = generatedSamples;
+    private DataGenerationJobResult(int generatedSampleCount) {
+        this.generatedSampleCount = generatedSampleCount;
     }
 
     /**
@@ -67,7 +67,7 @@ public DataGenerationTokenUsage getTokenUsage() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeIntField("generated_samples", this.generatedSamples);
+        jsonWriter.writeIntField("generated_samples", this.generatedSampleCount);
         jsonWriter.writeArrayField("outputs", this.outputs, (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("token_usage", this.tokenUsage);
         return jsonWriter.writeEndObject();
@@ -85,14 +85,14 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static DataGenerationJobResult fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            int generatedSamples = 0;
+            int generatedSampleCount = 0;
             List<DataGenerationJobOutput> outputs = null;
             DataGenerationTokenUsage tokenUsage = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("generated_samples".equals(fieldName)) {
-                    generatedSamples = reader.getInt();
+                    generatedSampleCount = reader.getInt();
                 } else if ("outputs".equals(fieldName)) {
                     outputs = reader.readArray(reader1 -> DataGenerationJobOutput.fromJson(reader1));
                 } else if ("token_usage".equals(fieldName)) {
@@ -101,7 +101,8 @@ public static DataGenerationJobResult fromJson(JsonReader jsonReader) throws IOE
                     reader.skipChildren();
                 }
             }
-            DataGenerationJobResult deserializedDataGenerationJobResult = new DataGenerationJobResult(generatedSamples);
+            DataGenerationJobResult deserializedDataGenerationJobResult
+                = new DataGenerationJobResult(generatedSampleCount);
             deserializedDataGenerationJobResult.outputs = outputs;
             deserializedDataGenerationJobResult.tokenUsage = tokenUsage;
             return deserializedDataGenerationJobResult;
@@ -112,15 +113,15 @@ public static DataGenerationJobResult fromJson(JsonReader jsonReader) throws IOE
      * The number of samples actually generated.
      */
     @Generated
-    private final int generatedSamples;
+    private final int generatedSampleCount;
 
     /**
-     * Get the generatedSamples property: The number of samples actually generated.
+     * Get the generatedSampleCount property: The number of samples actually generated.
      *
-     * @return the generatedSamples value.
+     * @return the generatedSampleCount value.
      */
     @Generated
-    public int getGeneratedSamples() {
-        return this.generatedSamples;
+    public int getGeneratedSampleCount() {
+        return this.generatedSampleCount;
     }
 }

From d4ac9828a4aeaa5eb921312797aa54170fb5a22d Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Fri, 2 Oct 2026 16:05:14 -0700
Subject: [PATCH 04/29] Regen from latest spec (#50663)

* initial projects regen

* fix stale refs

* fix agents customizations

* update beta annotations

* add explicit type
---
 sdk/ai/azure-ai-projects/CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index 7fc0c129dab78..b4047cce81822 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -9,6 +9,7 @@
 ### Bugs Fixed
 
 - Fixed skill file uploads to omit an unset `default` flag instead of sending the literal text `null`.
+- Updated preserved data generation deserializers and samples to use the renamed configuration models and evaluator generation inputs.
 
 ### Other Changes
 

From 3dc5b74c3fdf9ee4925f6065ec3eaecadbd6eddf Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Mon, 5 Oct 2026 15:47:57 -0700
Subject: [PATCH 05/29] update changelog

---
 sdk/ai/azure-ai-projects/CHANGELOG.md | 18 +++++++++++++++++-
 1 file changed, 17 insertions(+), 1 deletion(-)

diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index b4047cce81822..f2f67a8e47455 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -4,12 +4,28 @@
 
 ### Features Added
 
+- Added `EvaluatorsClient` and `EvaluatorsAsyncClient`, built directly through
+  `AIProjectClientBuilder.buildEvaluatorsClient()` and `buildEvaluatorsAsyncClient()`, for generally available
+  evaluator-version management and rubric-generation jobs. Preview evaluator definitions such as
+  `EndpointBasedEvaluatorDefinition` require `allowPreview(true)`. `BetaEvaluatorsClient` and
+  `BetaEvaluatorsAsyncClient` retain preview pending-upload and credential operations.
+- Evaluation data generation graduated to general availability on `DatasetsClient` and `DatasetsAsyncClient`.
+  Added scenario-specific input and result models for evaluation, supervised fine-tuning, and reinforcement
+  fine-tuning. Fine-tuning scenarios remain in preview and require `allowPreview(true)`; their output configurations
+  support merge-file IDs.
+- Added `ConnectionType.OPEN_API` (`OpenAPI`) and `ConnectionType.REMOTE_A2A` (`RemoteA2A`) for listing and identifying
+  OpenAPI and remote agent-to-agent connections.
+- Added `ApiError.getMisalignment()` to expose structured misalignment details using the OpenAI
+  `ErrorObject.Misalignment` model.
+
 ### Breaking Changes
 
 ### Bugs Fixed
 
+- Fixed OpenAI clients built from `AIProjectClientBuilder` to acquire bearer tokens through the Azure HTTP pipeline.
+  Asynchronous clients now use asynchronous token acquisition instead of calling `TokenCredential.getTokenSync(...)`;
+  synchronous clients continue to use synchronous token acquisition.
 - Fixed skill file uploads to omit an unset `default` flag instead of sending the literal text `null`.
-- Updated preserved data generation deserializers and samples to use the renamed configuration models and evaluator generation inputs.
 
 ### Other Changes
 

From 2dc74030cf499c9fcbb36bcf62109da2bd2a6396 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Fri, 9 Oct 2026 14:25:06 -0700
Subject: [PATCH 06/29] Regen from spec 10-09-26 (#50741)

* initial regen

* beta annotations
---
 .../customizations/beta-annotations.csv       |  6 +-
 .../BetaVoiceAgentsTelephonyAsyncClient.java  | 28 ++++----
 .../BetaVoiceAgentsTelephonyClient.java       | 28 ++++----
 .../BetaVoiceAgentsTelephoniesImpl.java       | 72 +++++++++----------
 .../models/FoundryFeaturesOptInKeys.java      |  7 +-
 .../com/azure/ai/agents/models/ApiError.java  | 12 ++--
 ...neExtensibilityTelephonyBindingInput.java} | 39 +++++-----
 .../models/CreateTelephonyBindingInput.java   |  4 +-
 .../models/CreateTelephonyCallJobInput.java   | 14 ++--
 .../com/azure/ai/agents/models/PageOrder.java |  4 +-
 .../agents/models/SessionConfiguration.java   | 19 +++--
 ...msPhoneExtensibilityTelephonyBinding.java} | 34 ++++-----
 ...xtensibilityTelephonyBindingListItem.java} | 38 +++++-----
 .../ai/agents/models/TelephonyBinding.java    |  4 +-
 .../models/TelephonyBindingListItem.java      |  4 +-
 .../ai/agents/models/TelephonyCallJob.java    | 14 ++--
 .../TelephonyCallLifecycleEventSource.java    | 13 ++--
 .../ai/agents/models/TelephonyCallRecord.java |  4 +-
 .../agents/models/TelephonyCallSummary.java   |  4 +-
 .../ai/agents/models/TelephonyProvider.java   | 12 ++--
 .../models/UpdateTelephonyBindingInput.java   | 18 ++---
 .../META-INF/azure-ai-agents_metadata.json    |  2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |  2 +-
 .../models/FoundryFeaturesOptInKeys.java      |  7 +-
 .../azure/ai/projects/models/ApiError.java    | 12 ++--
 .../META-INF/azure-ai-projects_metadata.json  |  2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 27 files changed, 207 insertions(+), 198 deletions(-)
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{CreateTeamsPhoneExtensionTelephonyBindingInput.java => CreateTeamsPhoneExtensibilityTelephonyBindingInput.java} (72%)
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{TeamsPhoneExtensionTelephonyBinding.java => TeamsPhoneExtensibilityTelephonyBinding.java} (79%)
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{TeamsPhoneExtensionTelephonyBindingListItem.java => TeamsPhoneExtensibilityTelephonyBindingListItem.java} (75%)

diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index c59401d8cdb56..4966294530acf 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -23,7 +23,7 @@ class;com.azure.ai.agents.models.ChatSummaryMemoryItem;Preview API. MemoryStores
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DigitalWorker=V1Preview, DraftAgents=V1Preview, ExternalAgents=V1Preview, GitHubCopilot=V1Preview, Skills=V1Preview, VoiceAgents=V1Preview, WorkflowAgents=V1Preview;definition
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DigitalWorker=V1Preview;digital_worker_type
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DraftAgents=V1Preview;draft
-class;com.azure.ai.agents.models.CreateTeamsPhoneExtensionTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.CreateTeamsPhoneExtensibilityTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.CreateTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.CreateTelephonyCallJobInput;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.CreateTwilioTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
@@ -190,8 +190,8 @@ class;com.azure.ai.agents.models.SharepointGroundingToolParameters;Preview API.
 class;com.azure.ai.agents.models.SharepointPreviewTool;Preview API. preview_tool;
 class;com.azure.ai.agents.models.SipTelephonyTransferDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.SkillReference;Preview API. Skills=V1Preview;
-class;com.azure.ai.agents.models.TeamsPhoneExtensionTelephonyBinding;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.TeamsPhoneExtensionTelephonyBindingListItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TeamsPhoneExtensibilityTelephonyBinding;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TeamsPhoneExtensibilityTelephonyBindingListItem;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TeamsTelephonyTransferDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyBinding;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyBindingListItem;Preview API. VoiceAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java
index ed11e9acb4002..c766d6f1b15a9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java
@@ -81,7 +81,7 @@ public final class BetaVoiceAgentsTelephonyAsyncClient {
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
      * }
@@ -93,7 +93,7 @@ public final class BetaVoiceAgentsTelephonyAsyncClient {
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -137,7 +137,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponse(String agen
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -161,7 +161,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponse(String agen
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -195,7 +195,7 @@ public PagedFlux<BinaryData> listTelephonyBindings(String agentName, RequestOpti
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -254,7 +254,7 @@ public Mono<Response<BinaryData>> getTelephonyBindingWithResponse(String agentNa
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -326,7 +326,7 @@ public Mono<Response<Void>> deleteTelephonyBindingWithResponse(String agentName,
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -355,7 +355,7 @@ public Mono<Response<Void>> deleteTelephonyBindingWithResponse(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -399,7 +399,7 @@ public PagedFlux<BinaryData> listTelephonyCalls(String agentName, RequestOptions
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -440,7 +440,7 @@ public PagedFlux<BinaryData> listTelephonyCalls(String agentName, RequestOptions
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
@@ -496,7 +496,7 @@ public Mono<Response<BinaryData>> getTelephonyCallWithResponse(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -537,7 +537,7 @@ public Mono<Response<BinaryData>> getTelephonyCallWithResponse(String agentName,
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
@@ -583,7 +583,7 @@ public Mono<Response<BinaryData>> transferTelephonyCallWithResponse(String agent
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -624,7 +624,7 @@ public Mono<Response<BinaryData>> transferTelephonyCallWithResponse(String agent
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java
index 42bafcfc46341..7007d748afb73 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java
@@ -75,7 +75,7 @@ public final class BetaVoiceAgentsTelephonyClient {
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
      * }
@@ -87,7 +87,7 @@ public final class BetaVoiceAgentsTelephonyClient {
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -130,7 +130,7 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -154,7 +154,7 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -188,7 +188,7 @@ public PagedIterable<BinaryData> listTelephonyBindings(String agentName, Request
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -246,7 +246,7 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -316,7 +316,7 @@ public Response<Void> deleteTelephonyBindingWithResponse(String agentName, Strin
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -345,7 +345,7 @@ public Response<Void> deleteTelephonyBindingWithResponse(String agentName, Strin
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -389,7 +389,7 @@ public PagedIterable<BinaryData> listTelephonyCalls(String agentName, RequestOpt
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -430,7 +430,7 @@ public PagedIterable<BinaryData> listTelephonyCalls(String agentName, RequestOpt
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
@@ -485,7 +485,7 @@ public Response<BinaryData> getTelephonyCallWithResponse(String agentName, Strin
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -526,7 +526,7 @@ public Response<BinaryData> getTelephonyCallWithResponse(String agentName, Strin
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
@@ -571,7 +571,7 @@ public Response<BinaryData> transferTelephonyCallWithResponse(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -612,7 +612,7 @@ public Response<BinaryData> transferTelephonyCallWithResponse(String agentName,
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java
index 30569d01843bd..ff916b93367d9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java
@@ -418,7 +418,7 @@ Response<BinaryData> cancelTelephonyCallJobSync(@HostParam("endpoint") String en
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
      * }
@@ -430,7 +430,7 @@ Response<BinaryData> cancelTelephonyCallJobSync(@HostParam("endpoint") String en
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -500,7 +500,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
      * }
@@ -512,7 +512,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -572,7 +572,7 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -596,7 +596,7 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -636,7 +636,7 @@ private Mono<PagedResponse<BinaryData>> listTelephonyBindingsSinglePageAsync(Str
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -660,7 +660,7 @@ private Mono<PagedResponse<BinaryData>> listTelephonyBindingsSinglePageAsync(Str
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -693,7 +693,7 @@ public PagedFlux<BinaryData> listTelephonyBindingsAsync(String agentName, Reques
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -717,7 +717,7 @@ public PagedFlux<BinaryData> listTelephonyBindingsAsync(String agentName, Reques
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -754,7 +754,7 @@ private PagedResponse<BinaryData> listTelephonyBindingsSinglePage(String agentNa
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -778,7 +778,7 @@ private PagedResponse<BinaryData> listTelephonyBindingsSinglePage(String agentNa
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -811,7 +811,7 @@ public PagedIterable<BinaryData> listTelephonyBindings(String agentName, Request
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -858,7 +858,7 @@ public Mono<Response<BinaryData>> getTelephonyBindingWithResponseAsync(String ag
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -917,7 +917,7 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -980,7 +980,7 @@ public Mono<Response<BinaryData>> updateTelephonyBindingWithResponseAsync(String
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -1074,7 +1074,7 @@ public Response<Void> deleteTelephonyBindingWithResponse(String agentName, Strin
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -1103,7 +1103,7 @@ public Response<Void> deleteTelephonyBindingWithResponse(String agentName, Strin
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1152,7 +1152,7 @@ private Mono<PagedResponse<BinaryData>> listTelephonyCallsSinglePageAsync(String
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -1181,7 +1181,7 @@ private Mono<PagedResponse<BinaryData>> listTelephonyCallsSinglePageAsync(String
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1223,7 +1223,7 @@ public PagedFlux<BinaryData> listTelephonyCallsAsync(String agentName, RequestOp
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -1252,7 +1252,7 @@ public PagedFlux<BinaryData> listTelephonyCallsAsync(String agentName, RequestOp
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1298,7 +1298,7 @@ private PagedResponse<BinaryData> listTelephonyCallsSinglePage(String agentName,
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extension", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -1327,7 +1327,7 @@ private PagedResponse<BinaryData> listTelephonyCallsSinglePage(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1370,7 +1370,7 @@ public PagedIterable<BinaryData> listTelephonyCalls(String agentName, RequestOpt
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1411,7 +1411,7 @@ public PagedIterable<BinaryData> listTelephonyCalls(String agentName, RequestOpt
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
@@ -1458,7 +1458,7 @@ public Mono<Response<BinaryData>> getTelephonyCallWithResponseAsync(String agent
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1499,7 +1499,7 @@ public Mono<Response<BinaryData>> getTelephonyCallWithResponseAsync(String agent
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
@@ -1555,7 +1555,7 @@ public Response<BinaryData> getTelephonyCallWithResponse(String agentName, Strin
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1596,7 +1596,7 @@ public Response<BinaryData> getTelephonyCallWithResponse(String agentName, Strin
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
@@ -1654,7 +1654,7 @@ public Mono<Response<BinaryData>> transferTelephonyCallWithResponseAsync(String
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1695,7 +1695,7 @@ public Mono<Response<BinaryData>> transferTelephonyCallWithResponseAsync(String
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
@@ -1742,7 +1742,7 @@ public Response<BinaryData> transferTelephonyCallWithResponse(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1783,7 +1783,7 @@ public Response<BinaryData> transferTelephonyCallWithResponse(String agentName,
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
@@ -1828,7 +1828,7 @@ public Mono<Response<BinaryData>> endTelephonyCallWithResponseAsync(String agent
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extension/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1869,7 +1869,7 @@ public Mono<Response<BinaryData>> endTelephonyCallWithResponseAsync(String agent
      *          (Required){
      *             sequence: long (Required)
      *             name: String(telephony.webhook.received/telephony.webhook.validation/telephony.binding.resolve/telephony.provider.answer/telephony.media.connect/telephony.agent_session.connect/telephony.media.first_caller_audio/telephony.media.first_agent_audio/telephony.call.transfer/telephony.call.hangup/telephony.call.disconnect) (Required)
-     *             source: String(gateway/teams_phone_extension/twilio/voice_agent) (Required)
+     *             source: String(gateway/teams_phone_extensibility/twilio/voice_agent) (Required)
      *             outcome: String(observed/started/succeeded/failed/rejected/cancelled) (Required)
      *             observed_at: long (Required)
      *             occurred_at: Long (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java
index 13624be70d8d4..4fd951ebb1b46 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/FoundryFeaturesOptInKeys.java
@@ -61,7 +61,12 @@ public enum FoundryFeaturesOptInKeys {
     /**
      * Enum value ModelRouterControls=V1Preview.
      */
-    MODEL_ROUTER_CONTROLS_V1_PREVIEW("ModelRouterControls=V1Preview");
+    MODEL_ROUTER_CONTROLS_V1_PREVIEW("ModelRouterControls=V1Preview"),
+
+    /**
+     * Enum value FineTuningSessions=V1Preview.
+     */
+    FINETUNING_SESSIONS_V1_PREVIEW("FineTuningSessions=V1Preview");
 
     /**
      * The actual serialized value for a FoundryFeaturesOptInKeys instance.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ApiError.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ApiError.java
index afe8c89b3afa0..dbe0fcabe10a7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ApiError.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ApiError.java
@@ -47,19 +47,19 @@ public final class ApiError implements JsonSerializable<ApiError> {
     private String type;
 
     /*
-     * The details property.
+     * Additional errors that contributed to this failure.
      */
     @Generated
     private List<ApiError> details;
 
     /*
-     * The additionalInfo property.
+     * Additional structured information about the failure.
      */
     @Generated
     private Map<String, BinaryData> additionalInfo;
 
     /*
-     * The debugInfo property.
+     * Diagnostic information supplied by the service for troubleshooting.
      */
     @Generated
     private Map<String, BinaryData> debugInfo;
@@ -117,7 +117,7 @@ public String getType() {
     }
 
     /**
-     * Get the details property: The details property.
+     * Get the details property: Additional errors that contributed to this failure.
      *
      * @return the details value.
      */
@@ -127,7 +127,7 @@ public List<ApiError> getDetails() {
     }
 
     /**
-     * Get the additionalInfo property: The additionalInfo property.
+     * Get the additionalInfo property: Additional structured information about the failure.
      *
      * @return the additionalInfo value.
      */
@@ -137,7 +137,7 @@ public Map<String, BinaryData> getAdditionalInfo() {
     }
 
     /**
-     * Get the debugInfo property: The debugInfo property.
+     * Get the debugInfo property: Diagnostic information supplied by the service for troubleshooting.
      *
      * @return the debugInfo value.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensionTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensibilityTelephonyBindingInput.java
similarity index 72%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensionTelephonyBindingInput.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensibilityTelephonyBindingInput.java
index 440d0dd5674c3..978a05c0a6678 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensionTelephonyBindingInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensibilityTelephonyBindingInput.java
@@ -12,17 +12,17 @@
 import java.io.IOException;
 
 /**
- * The request to create a Microsoft Teams Phone Extension binding.
+ * The request to create a Microsoft Teams Phone extensibility binding.
  */
 @Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class CreateTeamsPhoneExtensionTelephonyBindingInput extends CreateTelephonyBindingInput {
+public final class CreateTeamsPhoneExtensibilityTelephonyBindingInput extends CreateTelephonyBindingInput {
 
     /*
      * The telephony provider.
      */
     @Generated
-    private TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSION;
+    private TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSIBILITY;
 
     /*
      * The optional display phone number for the Teams resource account.
@@ -37,13 +37,13 @@ public final class CreateTeamsPhoneExtensionTelephonyBindingInput extends Create
     private final String resourceAccountObjectId;
 
     /**
-     * Creates an instance of CreateTeamsPhoneExtensionTelephonyBindingInput class.
+     * Creates an instance of CreateTeamsPhoneExtensibilityTelephonyBindingInput class.
      *
      * @param connectionName the connectionName value to set.
      * @param resourceAccountObjectId the resourceAccountObjectId value to set.
      */
     @Generated
-    public CreateTeamsPhoneExtensionTelephonyBindingInput(String connectionName, String resourceAccountObjectId) {
+    public CreateTeamsPhoneExtensibilityTelephonyBindingInput(String connectionName, String resourceAccountObjectId) {
         super(connectionName);
         this.resourceAccountObjectId = resourceAccountObjectId;
     }
@@ -73,10 +73,10 @@ public String getPhoneNumber() {
      * Set the phoneNumber property: The optional display phone number for the Teams resource account.
      *
      * @param phoneNumber the phoneNumber value to set.
-     * @return the CreateTeamsPhoneExtensionTelephonyBindingInput object itself.
+     * @return the CreateTeamsPhoneExtensibilityTelephonyBindingInput object itself.
      */
     @Generated
-    public CreateTeamsPhoneExtensionTelephonyBindingInput setPhoneNumber(String phoneNumber) {
+    public CreateTeamsPhoneExtensibilityTelephonyBindingInput setPhoneNumber(String phoneNumber) {
         this.phoneNumber = phoneNumber;
         return this;
     }
@@ -96,7 +96,7 @@ public String getResourceAccountObjectId() {
      */
     @Generated
     @Override
-    public CreateTeamsPhoneExtensionTelephonyBindingInput setLabel(String label) {
+    public CreateTeamsPhoneExtensibilityTelephonyBindingInput setLabel(String label) {
         super.setLabel(label);
         return this;
     }
@@ -117,21 +117,22 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of CreateTeamsPhoneExtensionTelephonyBindingInput from the JsonReader.
+     * Reads an instance of CreateTeamsPhoneExtensibilityTelephonyBindingInput from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of CreateTeamsPhoneExtensionTelephonyBindingInput if the JsonReader was pointing to an
+     * @return An instance of CreateTeamsPhoneExtensibilityTelephonyBindingInput if the JsonReader was pointing to an
      * instance of it, or null if it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CreateTeamsPhoneExtensionTelephonyBindingInput.
+     * @throws IOException If an error occurs while reading the CreateTeamsPhoneExtensibilityTelephonyBindingInput.
      */
     @Generated
-    public static CreateTeamsPhoneExtensionTelephonyBindingInput fromJson(JsonReader jsonReader) throws IOException {
+    public static CreateTeamsPhoneExtensibilityTelephonyBindingInput fromJson(JsonReader jsonReader)
+        throws IOException {
         return jsonReader.readObject(reader -> {
             String connectionName = null;
             String label = null;
             String resourceAccountObjectId = null;
-            TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSION;
+            TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSIBILITY;
             String phoneNumber = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
@@ -150,12 +151,12 @@ public static CreateTeamsPhoneExtensionTelephonyBindingInput fromJson(JsonReader
                     reader.skipChildren();
                 }
             }
-            CreateTeamsPhoneExtensionTelephonyBindingInput deserializedCreateTeamsPhoneExtensionTelephonyBindingInput
-                = new CreateTeamsPhoneExtensionTelephonyBindingInput(connectionName, resourceAccountObjectId);
-            deserializedCreateTeamsPhoneExtensionTelephonyBindingInput.setLabel(label);
-            deserializedCreateTeamsPhoneExtensionTelephonyBindingInput.provider = provider;
-            deserializedCreateTeamsPhoneExtensionTelephonyBindingInput.phoneNumber = phoneNumber;
-            return deserializedCreateTeamsPhoneExtensionTelephonyBindingInput;
+            CreateTeamsPhoneExtensibilityTelephonyBindingInput deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput
+                = new CreateTeamsPhoneExtensibilityTelephonyBindingInput(connectionName, resourceAccountObjectId);
+            deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput.setLabel(label);
+            deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput.provider = provider;
+            deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput.phoneNumber = phoneNumber;
+            return deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java
index 5c7f672441ba1..d8e8c0a3c47d6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java
@@ -129,8 +129,8 @@ public static CreateTelephonyBindingInput fromJson(JsonReader jsonReader) throws
                     }
                 }
                 // Use the discriminator value to determine which subtype should be deserialized.
-                if ("teams_phone_extension".equals(discriminatorValue)) {
-                    return CreateTeamsPhoneExtensionTelephonyBindingInput.fromJson(readerToUse.reset());
+                if ("teams_phone_extensibility".equals(discriminatorValue)) {
+                    return CreateTeamsPhoneExtensibilityTelephonyBindingInput.fromJson(readerToUse.reset());
                 } else if ("twilio".equals(discriminatorValue)) {
                     return CreateTwilioTelephonyBindingInput.fromJson(readerToUse.reset());
                 } else {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java
index 1f6a86a08a68b..7b0c58be7f0e5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java
@@ -29,14 +29,14 @@ public final class CreateTelephonyCallJobInput implements JsonSerializable<Creat
 
     /*
      * The Foundry connection name in the current project used to originate the call. Its category selects Twilio or
-     * Azure Communication Services / Teams Phone Extension. No inbound telephony binding is required.
+     * Azure Communication Services / Teams Phone extensibility. No inbound telephony binding is required.
      */
     @Generated
     private final String connectionName;
 
     /*
      * The caller identity used to originate the call. For a Twilio connection, provide an authorized E.164 phone
-     * number. For an Azure Communication Services / Teams Phone Extension connection, provide the Teams Resource
+     * number. For an Azure Communication Services / Teams Phone extensibility connection, provide the Teams Resource
      * Account object ID. The identity type is inferred from the connection category; originating does not change
      * inbound routing.
      */
@@ -95,8 +95,8 @@ public TelephonyOutboundDestination getDestination() {
 
     /**
      * Get the connectionName property: The Foundry connection name in the current project used to originate the call.
-     * Its category selects Twilio or Azure Communication Services / Teams Phone Extension. No inbound telephony binding
-     * is required.
+     * Its category selects Twilio or Azure Communication Services / Teams Phone extensibility. No inbound telephony
+     * binding is required.
      *
      * @return the connectionName value.
      */
@@ -107,9 +107,9 @@ public String getConnectionName() {
 
     /**
      * Get the source property: The caller identity used to originate the call. For a Twilio connection, provide an
-     * authorized E.164 phone number. For an Azure Communication Services / Teams Phone Extension connection, provide
-     * the Teams Resource Account object ID. The identity type is inferred from the connection category; originating
-     * does not change inbound routing.
+     * authorized E.164 phone number. For an Azure Communication Services / Teams Phone extensibility connection,
+     * provide the Teams Resource Account object ID. The identity type is inferred from the connection category;
+     * originating does not change inbound routing.
      *
      * @return the source value.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PageOrder.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PageOrder.java
index af45557c6ae29..03af315adb2d2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PageOrder.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PageOrder.java
@@ -9,12 +9,12 @@
  */
 public enum PageOrder {
     /**
-     * Enum value asc.
+     * Return items in ascending creation-time order.
      */
     ASC("asc"),
 
     /**
-     * Enum value desc.
+     * Return items in descending creation-time order.
      */
     DESC("desc");
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionConfiguration.java
index dc1d5ac9b8344..76674a2df010c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SessionConfiguration.java
@@ -19,9 +19,8 @@
 public final class SessionConfiguration implements JsonSerializable<SessionConfiguration> {
 
     /*
-     * The idle duration, in seconds, before a session's sandbox is suspended. Optional — when
-     * unset, the server default of 900 seconds is used. Must be between 120 and 3600 seconds
-     * (inclusive).
+     * The idle duration, in seconds, before a session's sandbox is suspended. When omitted,
+     * the server defaults to 900 seconds. Must be between 120 and 14400 seconds (4 hours).
      */
     @Generated
     private Long idleTimeoutSeconds;
@@ -34,10 +33,9 @@ public SessionConfiguration() {
     }
 
     /**
-     * Get the idleTimeoutSeconds property: The idle duration, in seconds, before a session's sandbox is suspended.
-     * Optional — when
-     * unset, the server default of 900 seconds is used. Must be between 120 and 3600 seconds
-     * (inclusive).
+     * Get the idleTimeoutSeconds property: The idle duration, in seconds, before a session's sandbox is suspended. When
+     * omitted,
+     * the server defaults to 900 seconds. Must be between 120 and 14400 seconds (4 hours).
      *
      * @return the idleTimeoutSeconds value.
      */
@@ -50,10 +48,9 @@ public Duration getIdleTimeoutSeconds() {
     }
 
     /**
-     * Set the idleTimeoutSeconds property: The idle duration, in seconds, before a session's sandbox is suspended.
-     * Optional — when
-     * unset, the server default of 900 seconds is used. Must be between 120 and 3600 seconds
-     * (inclusive).
+     * Set the idleTimeoutSeconds property: The idle duration, in seconds, before a session's sandbox is suspended. When
+     * omitted,
+     * the server defaults to 900 seconds. Must be between 120 and 14400 seconds (4 hours).
      *
      * @param idleTimeoutSeconds the idleTimeoutSeconds value to set.
      * @return the SessionConfiguration object itself.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensionTelephonyBinding.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBinding.java
similarity index 79%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensionTelephonyBinding.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBinding.java
index 96810c1459481..fca3c6ba5df5e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensionTelephonyBinding.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBinding.java
@@ -12,17 +12,17 @@
 import java.io.IOException;
 
 /**
- * A Microsoft Teams Phone Extension binding owned by a voice agent.
+ * A Microsoft Teams Phone extensibility binding owned by a voice agent.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TeamsPhoneExtensionTelephonyBinding extends TelephonyBinding {
+public final class TeamsPhoneExtensibilityTelephonyBinding extends TelephonyBinding {
 
     /*
      * The telephony provider.
      */
     @Generated
-    private TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSION;
+    private TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSIBILITY;
 
     /*
      * The optional display phone number for the Teams resource account.
@@ -37,7 +37,7 @@ public final class TeamsPhoneExtensionTelephonyBinding extends TelephonyBinding
     private final String resourceAccountObjectId;
 
     /**
-     * Creates an instance of TeamsPhoneExtensionTelephonyBinding class.
+     * Creates an instance of TeamsPhoneExtensibilityTelephonyBinding class.
      *
      * @param id the id value to set.
      * @param connectionName the connectionName value to set.
@@ -46,7 +46,7 @@ public final class TeamsPhoneExtensionTelephonyBinding extends TelephonyBinding
      * @param resourceAccountObjectId the resourceAccountObjectId value to set.
      */
     @Generated
-    private TeamsPhoneExtensionTelephonyBinding(String id, String connectionName, TelephonyBindingStatus status,
+    private TeamsPhoneExtensibilityTelephonyBinding(String id, String connectionName, TelephonyBindingStatus status,
         String incomingCallUrl, String resourceAccountObjectId) {
         super(id, connectionName, status, incomingCallUrl);
         this.resourceAccountObjectId = resourceAccountObjectId;
@@ -102,16 +102,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of TeamsPhoneExtensionTelephonyBinding from the JsonReader.
+     * Reads an instance of TeamsPhoneExtensibilityTelephonyBinding from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of TeamsPhoneExtensionTelephonyBinding if the JsonReader was pointing to an instance of it,
-     * or null if it was pointing to JSON null.
+     * @return An instance of TeamsPhoneExtensibilityTelephonyBinding if the JsonReader was pointing to an instance of
+     * it, or null if it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the TeamsPhoneExtensionTelephonyBinding.
+     * @throws IOException If an error occurs while reading the TeamsPhoneExtensibilityTelephonyBinding.
      */
     @Generated
-    public static TeamsPhoneExtensionTelephonyBinding fromJson(JsonReader jsonReader) throws IOException {
+    public static TeamsPhoneExtensibilityTelephonyBinding fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
@@ -119,7 +119,7 @@ public static TeamsPhoneExtensionTelephonyBinding fromJson(JsonReader jsonReader
             String incomingCallUrl = null;
             String label = null;
             String resourceAccountObjectId = null;
-            TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSION;
+            TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSIBILITY;
             String phoneNumber = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
@@ -144,13 +144,13 @@ public static TeamsPhoneExtensionTelephonyBinding fromJson(JsonReader jsonReader
                     reader.skipChildren();
                 }
             }
-            TeamsPhoneExtensionTelephonyBinding deserializedTeamsPhoneExtensionTelephonyBinding
-                = new TeamsPhoneExtensionTelephonyBinding(id, connectionName, status, incomingCallUrl,
+            TeamsPhoneExtensibilityTelephonyBinding deserializedTeamsPhoneExtensibilityTelephonyBinding
+                = new TeamsPhoneExtensibilityTelephonyBinding(id, connectionName, status, incomingCallUrl,
                     resourceAccountObjectId);
-            deserializedTeamsPhoneExtensionTelephonyBinding.setLabel(label);
-            deserializedTeamsPhoneExtensionTelephonyBinding.provider = provider;
-            deserializedTeamsPhoneExtensionTelephonyBinding.phoneNumber = phoneNumber;
-            return deserializedTeamsPhoneExtensionTelephonyBinding;
+            deserializedTeamsPhoneExtensibilityTelephonyBinding.setLabel(label);
+            deserializedTeamsPhoneExtensibilityTelephonyBinding.provider = provider;
+            deserializedTeamsPhoneExtensibilityTelephonyBinding.phoneNumber = phoneNumber;
+            return deserializedTeamsPhoneExtensibilityTelephonyBinding;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensionTelephonyBindingListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBindingListItem.java
similarity index 75%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensionTelephonyBindingListItem.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBindingListItem.java
index bd37bc5e6f364..66ba70ef8b667 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensionTelephonyBindingListItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBindingListItem.java
@@ -12,17 +12,17 @@
 import java.io.IOException;
 
 /**
- * A Microsoft Teams Phone Extension binding returned in a list, including its entity tag.
+ * A Microsoft Teams Phone extensibility binding returned in a list, including its entity tag.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TeamsPhoneExtensionTelephonyBindingListItem extends TelephonyBindingListItem {
+public final class TeamsPhoneExtensibilityTelephonyBindingListItem extends TelephonyBindingListItem {
 
     /*
      * The telephony provider.
      */
     @Generated
-    private TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSION;
+    private TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSIBILITY;
 
     /*
      * The optional display phone number for the Teams resource account.
@@ -37,7 +37,7 @@ public final class TeamsPhoneExtensionTelephonyBindingListItem extends Telephony
     private final String resourceAccountObjectId;
 
     /**
-     * Creates an instance of TeamsPhoneExtensionTelephonyBindingListItem class.
+     * Creates an instance of TeamsPhoneExtensibilityTelephonyBindingListItem class.
      *
      * @param id the id value to set.
      * @param connectionName the connectionName value to set.
@@ -46,8 +46,8 @@ public final class TeamsPhoneExtensionTelephonyBindingListItem extends Telephony
      * @param resourceAccountObjectId the resourceAccountObjectId value to set.
      */
     @Generated
-    private TeamsPhoneExtensionTelephonyBindingListItem(String id, String connectionName, TelephonyBindingStatus status,
-        String incomingCallUrl, String resourceAccountObjectId) {
+    private TeamsPhoneExtensibilityTelephonyBindingListItem(String id, String connectionName,
+        TelephonyBindingStatus status, String incomingCallUrl, String resourceAccountObjectId) {
         super(id, connectionName, status, incomingCallUrl);
         this.resourceAccountObjectId = resourceAccountObjectId;
     }
@@ -102,16 +102,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of TeamsPhoneExtensionTelephonyBindingListItem from the JsonReader.
+     * Reads an instance of TeamsPhoneExtensibilityTelephonyBindingListItem from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of TeamsPhoneExtensionTelephonyBindingListItem if the JsonReader was pointing to an instance
-     * of it, or null if it was pointing to JSON null.
+     * @return An instance of TeamsPhoneExtensibilityTelephonyBindingListItem if the JsonReader was pointing to an
+     * instance of it, or null if it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the TeamsPhoneExtensionTelephonyBindingListItem.
+     * @throws IOException If an error occurs while reading the TeamsPhoneExtensibilityTelephonyBindingListItem.
      */
     @Generated
-    public static TeamsPhoneExtensionTelephonyBindingListItem fromJson(JsonReader jsonReader) throws IOException {
+    public static TeamsPhoneExtensibilityTelephonyBindingListItem fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
@@ -120,7 +120,7 @@ public static TeamsPhoneExtensionTelephonyBindingListItem fromJson(JsonReader js
             String eTag = null;
             String label = null;
             String resourceAccountObjectId = null;
-            TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSION;
+            TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSIBILITY;
             String phoneNumber = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
@@ -147,14 +147,14 @@ public static TeamsPhoneExtensionTelephonyBindingListItem fromJson(JsonReader js
                     reader.skipChildren();
                 }
             }
-            TeamsPhoneExtensionTelephonyBindingListItem deserializedTeamsPhoneExtensionTelephonyBindingListItem
-                = new TeamsPhoneExtensionTelephonyBindingListItem(id, connectionName, status, incomingCallUrl,
+            TeamsPhoneExtensibilityTelephonyBindingListItem deserializedTeamsPhoneExtensibilityTelephonyBindingListItem
+                = new TeamsPhoneExtensibilityTelephonyBindingListItem(id, connectionName, status, incomingCallUrl,
                     resourceAccountObjectId);
-            deserializedTeamsPhoneExtensionTelephonyBindingListItem.setETag(eTag);
-            deserializedTeamsPhoneExtensionTelephonyBindingListItem.setLabel(label);
-            deserializedTeamsPhoneExtensionTelephonyBindingListItem.provider = provider;
-            deserializedTeamsPhoneExtensionTelephonyBindingListItem.phoneNumber = phoneNumber;
-            return deserializedTeamsPhoneExtensionTelephonyBindingListItem;
+            deserializedTeamsPhoneExtensibilityTelephonyBindingListItem.setETag(eTag);
+            deserializedTeamsPhoneExtensibilityTelephonyBindingListItem.setLabel(label);
+            deserializedTeamsPhoneExtensibilityTelephonyBindingListItem.provider = provider;
+            deserializedTeamsPhoneExtensibilityTelephonyBindingListItem.phoneNumber = phoneNumber;
+            return deserializedTeamsPhoneExtensibilityTelephonyBindingListItem;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java
index 93b56093e4047..35518decb6848 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java
@@ -171,8 +171,8 @@ public static TelephonyBinding fromJson(JsonReader jsonReader) throws IOExceptio
                     }
                 }
                 // Use the discriminator value to determine which subtype should be deserialized.
-                if ("teams_phone_extension".equals(discriminatorValue)) {
-                    return TeamsPhoneExtensionTelephonyBinding.fromJson(readerToUse.reset());
+                if ("teams_phone_extensibility".equals(discriminatorValue)) {
+                    return TeamsPhoneExtensibilityTelephonyBinding.fromJson(readerToUse.reset());
                 } else if ("twilio".equals(discriminatorValue)) {
                     return TwilioTelephonyBinding.fromJson(readerToUse.reset());
                 } else {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java
index a4b09d0002ecb..66fced7f239bd 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java
@@ -171,8 +171,8 @@ public static TelephonyBindingListItem fromJson(JsonReader jsonReader) throws IO
                     }
                 }
                 // Use the discriminator value to determine which subtype should be deserialized.
-                if ("teams_phone_extension".equals(discriminatorValue)) {
-                    return TeamsPhoneExtensionTelephonyBindingListItem.fromJson(readerToUse.reset());
+                if ("teams_phone_extensibility".equals(discriminatorValue)) {
+                    return TeamsPhoneExtensibilityTelephonyBindingListItem.fromJson(readerToUse.reset());
                 } else if ("twilio".equals(discriminatorValue)) {
                     return TwilioTelephonyBindingListItem.fromJson(readerToUse.reset());
                 } else {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java
index 29e37df2208ec..c45eaf6b1e47f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java
@@ -396,14 +396,14 @@ public static TelephonyCallJob fromJson(JsonReader jsonReader) throws IOExceptio
 
     /*
      * The Foundry connection name in the current project used to originate the call. Its category selects Twilio or
-     * Azure Communication Services / Teams Phone Extension. No inbound telephony binding is required.
+     * Azure Communication Services / Teams Phone extensibility. No inbound telephony binding is required.
      */
     @Generated
     private final String connectionName;
 
     /*
      * The caller identity used to originate the call. For a Twilio connection, provide an authorized E.164 phone
-     * number. For an Azure Communication Services / Teams Phone Extension connection, provide the Teams Resource
+     * number. For an Azure Communication Services / Teams Phone extensibility connection, provide the Teams Resource
      * Account object ID. The identity type is inferred from the connection category; originating does not change
      * inbound routing.
      */
@@ -412,8 +412,8 @@ public static TelephonyCallJob fromJson(JsonReader jsonReader) throws IOExceptio
 
     /**
      * Get the connectionName property: The Foundry connection name in the current project used to originate the call.
-     * Its category selects Twilio or Azure Communication Services / Teams Phone Extension. No inbound telephony binding
-     * is required.
+     * Its category selects Twilio or Azure Communication Services / Teams Phone extensibility. No inbound telephony
+     * binding is required.
      *
      * @return the connectionName value.
      */
@@ -424,9 +424,9 @@ public String getConnectionName() {
 
     /**
      * Get the source property: The caller identity used to originate the call. For a Twilio connection, provide an
-     * authorized E.164 phone number. For an Azure Communication Services / Teams Phone Extension connection, provide
-     * the Teams Resource Account object ID. The identity type is inferred from the connection category; originating
-     * does not change inbound routing.
+     * authorized E.164 phone number. For an Azure Communication Services / Teams Phone extensibility connection,
+     * provide the Teams Resource Account object ID. The identity type is inferred from the connection category;
+     * originating does not change inbound routing.
      *
      * @return the source value.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallLifecycleEventSource.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallLifecycleEventSource.java
index 8b08ef9e65bc9..faffd4801e3f9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallLifecycleEventSource.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallLifecycleEventSource.java
@@ -20,12 +20,6 @@ public final class TelephonyCallLifecycleEventSource extends ExpandableStringEnu
     @Generated
     public static final TelephonyCallLifecycleEventSource GATEWAY = fromString("gateway");
 
-    /**
-     * Microsoft Teams Phone Extension supplied the observation.
-     */
-    @Generated
-    public static final TelephonyCallLifecycleEventSource TEAMS_PHONE_EXTENSION = fromString("teams_phone_extension");
-
     /**
      * Twilio supplied the observation.
      */
@@ -68,4 +62,11 @@ public static TelephonyCallLifecycleEventSource fromString(String name) {
     public static Collection<TelephonyCallLifecycleEventSource> values() {
         return values(TelephonyCallLifecycleEventSource.class);
     }
+
+    /**
+     * Microsoft Teams Phone extensibility supplied the observation.
+     */
+    @Generated
+    public static final TelephonyCallLifecycleEventSource TEAMS_PHONE_EXTENSIBILITY
+        = fromString("teams_phone_extensibility");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallRecord.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallRecord.java
index 5081ca7996222..550f86ebc17db 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallRecord.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallRecord.java
@@ -49,7 +49,7 @@ public final class TelephonyCallRecord implements JsonSerializable<TelephonyCall
     private String callerNumber;
 
     /*
-     * The Teams Phone Extension or Twilio number that received the call.
+     * The Teams Phone extensibility or Twilio number that received the call.
      */
     @Generated
     private String providerNumber;
@@ -222,7 +222,7 @@ public String getCallerNumber() {
     }
 
     /**
-     * Get the providerNumber property: The Teams Phone Extension or Twilio number that received the call.
+     * Get the providerNumber property: The Teams Phone extensibility or Twilio number that received the call.
      *
      * @return the providerNumber value.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallSummary.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallSummary.java
index 838655efa8946..3fd2ed4d84a9c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallSummary.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallSummary.java
@@ -48,7 +48,7 @@ public final class TelephonyCallSummary implements JsonSerializable<TelephonyCal
     private String callerNumber;
 
     /*
-     * The Teams Phone Extension or Twilio number that received the call.
+     * The Teams Phone extensibility or Twilio number that received the call.
      */
     @Generated
     private String providerNumber;
@@ -190,7 +190,7 @@ public String getCallerNumber() {
     }
 
     /**
-     * Get the providerNumber property: The Teams Phone Extension or Twilio number that received the call.
+     * Get the providerNumber property: The Teams Phone extensibility or Twilio number that received the call.
      *
      * @return the providerNumber value.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyProvider.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyProvider.java
index a08cc561d15d0..186b65b4613cd 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyProvider.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyProvider.java
@@ -15,12 +15,6 @@
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
 public final class TelephonyProvider extends ExpandableStringEnum<TelephonyProvider> {
 
-    /**
-     * Microsoft Teams Phone Extension.
-     */
-    @Generated
-    public static final TelephonyProvider TEAMS_PHONE_EXTENSION = fromString("teams_phone_extension");
-
     /**
      * Twilio Programmable Voice.
      */
@@ -57,4 +51,10 @@ public static TelephonyProvider fromString(String name) {
     public static Collection<TelephonyProvider> values() {
         return values(TelephonyProvider.class);
     }
+
+    /**
+     * Microsoft Teams Phone extensibility.
+     */
+    @Generated
+    public static final TelephonyProvider TEAMS_PHONE_EXTENSIBILITY = fromString("teams_phone_extensibility");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java
index 1ea9cac30add6..79aaee8a3f24a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java
@@ -36,15 +36,15 @@ public final class UpdateTelephonyBindingInput implements JsonSerializable<Updat
     private String label;
 
     /*
-     * The replacement Foundry connection name. This property is valid only for a Teams Phone Extension binding; a
+     * The replacement Foundry connection name. This property is valid only for a Teams Phone extensibility binding; a
      * Twilio binding's connection is immutable.
      */
     @Generated
     private String connectionName;
 
     /*
-     * The replacement Teams Phone Extension display phone number. Omit it to preserve the current value; use null to
-     * clear it. This property is valid only for a Teams Phone Extension binding.
+     * The replacement Teams Phone extensibility display phone number. Omit it to preserve the current value; use null
+     * to clear it. This property is valid only for a Teams Phone extensibility binding.
      */
     @Generated
     private String phoneNumber;
@@ -138,7 +138,7 @@ public UpdateTelephonyBindingInput setLabel(String label) {
 
     /**
      * Get the connectionName property: The replacement Foundry connection name. This property is valid only for a Teams
-     * Phone Extension binding; a Twilio binding's connection is immutable.
+     * Phone extensibility binding; a Twilio binding's connection is immutable.
      *
      * @return the connectionName value.
      */
@@ -149,7 +149,7 @@ public String getConnectionName() {
 
     /**
      * Set the connectionName property: The replacement Foundry connection name. This property is valid only for a Teams
-     * Phone Extension binding; a Twilio binding's connection is immutable.
+     * Phone extensibility binding; a Twilio binding's connection is immutable.
      *
      * @param connectionName the connectionName value to set.
      * @return the UpdateTelephonyBindingInput object itself.
@@ -162,8 +162,8 @@ public UpdateTelephonyBindingInput setConnectionName(String connectionName) {
     }
 
     /**
-     * Get the phoneNumber property: The replacement Teams Phone Extension display phone number. Omit it to preserve the
-     * current value; use null to clear it. This property is valid only for a Teams Phone Extension binding.
+     * Get the phoneNumber property: The replacement Teams Phone extensibility display phone number. Omit it to preserve
+     * the current value; use null to clear it. This property is valid only for a Teams Phone extensibility binding.
      *
      * @return the phoneNumber value.
      */
@@ -173,8 +173,8 @@ public String getPhoneNumber() {
     }
 
     /**
-     * Set the phoneNumber property: The replacement Teams Phone Extension display phone number. Omit it to preserve the
-     * current value; use null to clear it. This property is valid only for a Teams Phone Extension binding.
+     * Set the phoneNumber property: The replacement Teams Phone extensibility display phone number. Omit it to preserve
+     * the current value; use null to clear it. This property is valid only for a Teams Phone extensibility binding.
      *
      * @param phoneNumber the phoneNumber value to set.
      * @return the UpdateTelephonyBindingInput object itself.
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index e5bc8f3e252ff..a44c9b9e4e8e5 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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.java","src/main/java/com/azure/ai/agents/models/RankingOptions.java","src/main/java/com/azure/ai/agents/models/RealtimeAudioFormat.java","src/main/java/com/azure/ai/agents/models/RealtimeAudioFormatType.java","src/main/java/com/azure/ai/agents/models/RealtimeClientEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeClientEventType.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationCreatedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItem.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemAddedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemAssistantMessage.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemCreateEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemCreatedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemDeleteEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemDeletedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemDoneEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCall.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCallOutput.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionCompletedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionDeltaEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionFailedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionSegmentEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemMessage.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemMessageType.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemObjectType.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemRetrieveEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemRetrievedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemSystemMessage.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemTruncateEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemTruncatedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemType.java","src/main/java/com/azure/ai/agents/models/RealtimeConversationItemUserMessage.java","src/main/java/com/azure/ai/agents/models/RealtimeErrorEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeInputAudioBufferAppendEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeInputAudioBufferClearEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeInputAudioBufferClearedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeInputAudioBufferCommitEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeInputAudioBufferCommittedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeInputAudioBufferDtmfReceivedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeInputAudioBufferSpeechStartedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeInputAudioBufferSpeechStoppedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeInputAudioBufferTimeoutTriggeredEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpApprovalInput.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpApprovalOutput.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpError.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpErrorType.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpHttpError.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpListTools.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpListToolsCompletedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpListToolsFailedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpListToolsInProgressEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpProtocolError.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpToolCall.java","src/main/java/com/azure/ai/agents/models/RealtimeMcpToolExecutionError.java","src/main/java/com/azure/ai/agents/models/RealtimeOutputAudioBufferClearEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeOutputAudioBufferClearedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeOutputAudioBufferStartedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeOutputAudioBufferStoppedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimePcmAudioFormat.java","src/main/java/com/azure/ai/agents/models/RealtimePcmaAudioFormat.java","src/main/java/com/azure/ai/agents/models/RealtimePcmuAudioFormat.java","src/main/java/com/azure/ai/agents/models/RealtimeRateLimitsUpdatedEvent.java","src/main/java/com/azure/ai/agents/models/RealtimeResponseAudioDeltaEvent.java",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.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxShellContainerAutoEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellContainerReferenceEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicy.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicyDisabled.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxVersions.java","src/main/java/com/azure/ai/agents/models/TranscriptTextInputTokenDetails.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsage.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageDuration.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageTokens.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageType.java","src/main/java/com/azure/ai/agents/models/TranscriptionLanguage.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBinding.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBindingListItem.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffect.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffectsConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationDefaultInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationTestCase.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationUserBehaviorConfiguration.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationOutputType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioTimestampType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarIceServer.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarOutputProtocol.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionToolType1.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java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\ No newline at end of file
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VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseBase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceIds.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseBase.java","src/main/java/com/azure/ai/agents/models/VoiceResponseBaseObject.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 6fd64de4af639..8936a2f6fd6e0 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: ba8a5e96e8c92e540062922f7bed5a06920f400c
+commit: 040251f8f0685dfc8a9dfe42e85f494bf2d94d6f
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java
index a7bf03ce329fe..97fc46958f3e3 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/models/FoundryFeaturesOptInKeys.java
@@ -61,7 +61,12 @@ public enum FoundryFeaturesOptInKeys {
     /**
      * Enum value ModelRouterControls=V1Preview.
      */
-    MODEL_ROUTER_CONTROLS_V1_PREVIEW("ModelRouterControls=V1Preview");
+    MODEL_ROUTER_CONTROLS_V1_PREVIEW("ModelRouterControls=V1Preview"),
+
+    /**
+     * Enum value FineTuningSessions=V1Preview.
+     */
+    FINETUNING_SESSIONS_V1_PREVIEW("FineTuningSessions=V1Preview");
 
     /**
      * The actual serialized value for a FoundryFeaturesOptInKeys instance.
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ApiError.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ApiError.java
index eae823697c5d2..ba0dca63e29d0 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ApiError.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ApiError.java
@@ -47,19 +47,19 @@ public final class ApiError implements JsonSerializable<ApiError> {
     private String type;
 
     /*
-     * The details property.
+     * Additional errors that contributed to this failure.
      */
     @Generated
     private List<ApiError> details;
 
     /*
-     * The additionalInfo property.
+     * Additional structured information about the failure.
      */
     @Generated
     private Map<String, BinaryData> additionalInfo;
 
     /*
-     * The debugInfo property.
+     * Diagnostic information supplied by the service for troubleshooting.
      */
     @Generated
     private Map<String, BinaryData> debugInfo;
@@ -117,7 +117,7 @@ public String getType() {
     }
 
     /**
-     * Get the details property: The details property.
+     * Get the details property: Additional errors that contributed to this failure.
      *
      * @return the details value.
      */
@@ -127,7 +127,7 @@ public List<ApiError> getDetails() {
     }
 
     /**
-     * Get the additionalInfo property: The additionalInfo property.
+     * Get the additionalInfo property: Additional structured information about the failure.
      *
      * @return the additionalInfo value.
      */
@@ -137,7 +137,7 @@ public Map<String, BinaryData> getAdditionalInfo() {
     }
 
     /**
-     * Get the debugInfo property: The debugInfo property.
+     * Get the debugInfo property: Diagnostic information supplied by the service for troubleshooting.
      *
      * @return the debugInfo value.
      */
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index fd5ed49def5fe..a826e13813aa2 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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/java/com/azure/ai/projects/models/TracesEvaluatorGenerationJobSource.java","src/main/java/com/azure/ai/projects/models/TreatmentEffectType.java","src/main/java/com/azure/ai/projects/models/Trigger.java","src/main/java/com/azure/ai/projects/models/TriggerType.java","src/main/java/com/azure/ai/projects/models/UpdateModelVersionInput.java","src/main/java/com/azure/ai/projects/models/WeeklyRecurrenceSchedule.java","src/main/java/com/azure/ai/projects/models/package-info.java","src/main/java/com/azure/ai/projects/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index cec5602ae2a3a..9f407863456d4 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: ba8a5e96e8c92e540062922f7bed5a06920f400c
+commit: 040251f8f0685dfc8a9dfe42e85f494bf2d94d6f
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 8d20fd97192dda1814a237ebca04895af5438008 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Tue, 13 Oct 2026 16:16:02 -0700
Subject: [PATCH 07/29] regen and fix tests (#50783)

---
 .../customizations/beta-annotations.csv       |   4 +-
 .../src/main/java/AgentsCustomizations.java   |   7 +-
 ...taVoiceAgentsConversationsAsyncClient.java |  40 +-
 .../BetaVoiceAgentsConversationsClient.java   |  40 +-
 .../BetaVoiceAgentsConversationsImpl.java     | 120 ++---
 .../agents/models/HostedAgentDefinition.java  |  38 ++
 .../ai/agents/models/VoiceAgentMcpTool.java   |  22 +-
 .../models/VoiceAgentRealtimeResponse.java    |  90 ++--
 .../VoiceAgentRealtimeResponseBase.java       | 448 ------------------
 .../VoiceAgentResponseCreateOptions.java      |  18 +-
 .../azure/ai/agents/models/VoiceResponse.java | 145 +++---
 .../ai/agents/models/VoiceResponseBase.java   | 335 -------------
 ...ject.java => VoiceResponseObjectType.java} |  18 +-
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 ...RealtimeOpenAIDedupSerializationTests.java |  17 +-
 ...andaloneOpenAIDedupSerializationTests.java |   4 +-
 .../ReasoningDedupSerializationTests.java     |  15 +-
 ...ealtimeResponseBaseSerializationTests.java |  42 --
 ...entRealtimeResponseSerializationTests.java |  22 +-
 .../VoiceResponseBaseSerializationTests.java  |  40 --
 .../VoiceResponseSerializationTests.java      |  28 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 .../META-INF/azure-ai-projects_metadata.json  |   2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 24 files changed, 385 insertions(+), 1116 deletions(-)
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseBase.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseBase.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{VoiceResponseBaseObject.java => VoiceResponseObjectType.java} (64%)
 delete mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseBaseSerializationTests.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseBaseSerializationTests.java

diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index 4966294530acf..c63740fddedc2 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -278,7 +278,6 @@ class;com.azure.ai.agents.models.VoiceAgentMcpTool;Preview API. VoiceAgents=V1Pr
 class;com.azure.ai.agents.models.VoiceAgentNoiseReduction;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentNoiseReductionType;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRealtimeResponse;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.VoiceAgentRealtimeResponseBase;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentResponseAnimationBlendshapeDeltaEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentResponseAnimationBlendshapeDoneEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentResponseAnimationVisemeDeltaEvent;Preview API. VoiceAgents=V1Preview;
@@ -344,8 +343,7 @@ class;com.azure.ai.agents.models.VoiceRecordingChannelLayout;Preview API. VoiceA
 class;com.azure.ai.agents.models.VoiceResponse;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceResponseAudio;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceResponseAudioOutput;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.VoiceResponseBase;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.VoiceResponseBaseObject;Preview API.;
+class;com.azure.ai.agents.models.VoiceResponseObjectType;Preview API.;
 class;com.azure.ai.agents.models.VoiceType;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.WebIqPreviewTool;Preview API. preview_tool;
 class;com.azure.ai.agents.models.WebIqPreviewToolboxTool;Preview API. preview_tool;
diff --git a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
index 5d747be11b42f..f41debcc3647f 100644
--- a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
+++ b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
@@ -228,8 +228,7 @@ private void applyUnionTypeWrappers(LibraryCustomization customization, Logger l
         customizeUnionProperty(customization, "VoiceAgentSessionResponseConfiguration", "toolChoice",
             "Tool-selection behavior for the session.", toolChoice, false, false, logger);
 
-        // The response base models are immutable outputs. Their typed getters read through the overridable raw accessor
-        // so the generated subclasses that shadow the field share the same typed API.
+        // Retain base-model wrappers for older snapshots and expose them directly on the flattened response models.
         customizeUnionProperty(customization, "VoiceAgentRealtimeResponseBase", "maxOutputTokens",
             "Maximum number of output tokens for a single assistant response, inclusive of tool calls, that was used"
                 + " in this response.",
@@ -237,7 +236,7 @@ private void applyUnionTypeWrappers(LibraryCustomization customization, Logger l
         customizeUnionProperty(customization, "VoiceAgentRealtimeResponse", "maxOutputTokens",
             "Maximum number of output tokens for a single assistant response, inclusive of tool calls, that was used"
                 + " in this response.",
-            new ArrayList<>(), false, false, logger);
+            longMaxOutputTokens, false, false, logger);
         customizeUnionProperty(customization, "VoiceResponseBase", "maxOutputTokens",
             "Maximum number of output tokens for a single assistant response, inclusive of tool calls, that was used"
                 + " in this response.",
@@ -245,7 +244,7 @@ private void applyUnionTypeWrappers(LibraryCustomization customization, Logger l
         customizeUnionProperty(customization, "VoiceResponse", "maxOutputTokens",
             "Maximum number of output tokens for a single assistant response, inclusive of tool calls, that was used"
                 + " in this response.",
-            new ArrayList<>(), false, false, logger);
+            longMaxOutputTokens, false, false, logger);
         customizeUnionProperty(customization, "WebIqPreviewTool", "requireApproval",
             "Whether the agent requires approval before executing actions. When omitted, the service defaults to"
                 + " \"always\".",
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsAsyncClient.java
index 5c8cce5d2f52e..94a188b68f44c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsAsyncClient.java
@@ -287,6 +287,7 @@ public Mono<Response<Void>> deleteAgentConversationWithResponse(String agentName
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -298,6 +299,14 @@ public Mono<Response<Void>> deleteAgentConversationWithResponse(String agentName
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -318,18 +327,12 @@ public Mono<Response<Void>> deleteAgentConversationWithResponse(String agentName
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -340,9 +343,6 @@ public Mono<Response<Void>> deleteAgentConversationWithResponse(String agentName
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
@@ -376,6 +376,7 @@ public PagedFlux<BinaryData> listAgentConversationResponses(String agentName, St
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -387,6 +388,14 @@ public PagedFlux<BinaryData> listAgentConversationResponses(String agentName, St
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -407,18 +416,12 @@ public PagedFlux<BinaryData> listAgentConversationResponses(String agentName, St
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -429,9 +432,6 @@ public PagedFlux<BinaryData> listAgentConversationResponses(String agentName, St
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsClient.java
index a493a8498035d..d33bf0b84b275 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsClient.java
@@ -281,6 +281,7 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -292,6 +293,14 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -312,18 +321,12 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -334,9 +337,6 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
@@ -370,6 +370,7 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -381,6 +382,14 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -401,18 +410,12 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -423,9 +426,6 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsConversationsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsConversationsImpl.java
index 81566299913c3..bed713076b765 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsConversationsImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsConversationsImpl.java
@@ -1031,6 +1031,7 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -1042,6 +1043,14 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -1062,18 +1071,12 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -1084,9 +1087,6 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
@@ -1146,6 +1146,7 @@ private Mono<PagedResponse<BinaryData>> listAgentConversationResponsesSinglePage
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -1157,6 +1158,14 @@ private Mono<PagedResponse<BinaryData>> listAgentConversationResponsesSinglePage
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -1177,18 +1186,12 @@ private Mono<PagedResponse<BinaryData>> listAgentConversationResponsesSinglePage
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -1199,9 +1202,6 @@ private Mono<PagedResponse<BinaryData>> listAgentConversationResponsesSinglePage
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
@@ -1256,6 +1256,7 @@ public PagedFlux<BinaryData> listAgentConversationResponsesAsync(String agentNam
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -1267,6 +1268,14 @@ public PagedFlux<BinaryData> listAgentConversationResponsesAsync(String agentNam
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -1287,18 +1296,12 @@ public PagedFlux<BinaryData> listAgentConversationResponsesAsync(String agentNam
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -1309,9 +1312,6 @@ public PagedFlux<BinaryData> listAgentConversationResponsesAsync(String agentNam
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
@@ -1369,6 +1369,7 @@ private PagedResponse<BinaryData> listAgentConversationResponsesSinglePage(Strin
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -1380,6 +1381,14 @@ private PagedResponse<BinaryData> listAgentConversationResponsesSinglePage(Strin
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -1400,18 +1409,12 @@ private PagedResponse<BinaryData> listAgentConversationResponsesSinglePage(Strin
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -1422,9 +1425,6 @@ private PagedResponse<BinaryData> listAgentConversationResponsesSinglePage(Strin
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
@@ -1458,6 +1458,7 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -1469,6 +1470,14 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -1489,18 +1498,12 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -1511,9 +1514,6 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
@@ -1553,6 +1553,7 @@ public Mono<Response<BinaryData>> getAgentConversationResponseWithResponseAsync(
      * <pre>
      * {@code
      * {
+     *     id: String (Optional)
      *     object: String(realtime.response) (Optional)
      *     status (Optional): {
      *     }
@@ -1564,6 +1565,14 @@ public Mono<Response<BinaryData>> getAgentConversationResponseWithResponseAsync(
      *             code: String (Optional)
      *         }
      *     }
+     *     output (Optional): [
+     *          (Optional){
+     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *         }
+     *     ]
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
      *     usage (Optional): {
      *         total_tokens: Long (Optional)
      *         input_tokens: Long (Optional)
@@ -1584,18 +1593,12 @@ public Mono<Response<BinaryData>> getAgentConversationResponseWithResponseAsync(
      *             audio_tokens: Long (Optional)
      *         }
      *     }
+     *     conversation_id: String (Optional)
      *     output_modalities (Optional): [
      *          (Optional){
      *         }
      *     ]
      *     max_output_tokens: BinaryData (Optional)
-     *     id: String (Required)
-     *     output (Optional): [
-     *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
-     *         }
-     *     ]
-     *     conversation_id: String (Required)
      *     audio (Optional): {
      *         output (Optional): {
      *             voice: String (Optional)
@@ -1606,9 +1609,6 @@ public Mono<Response<BinaryData>> getAgentConversationResponseWithResponseAsync(
      *             }
      *         }
      *     }
-     *     metadata (Optional): {
-     *         String: String (Required)
-     *     }
      *     temperature: Double (Optional)
      *     created_at: Long (Optional)
      *     completed_at: Long (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
index bd8467c1ba4af..0eda15791f90e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
@@ -124,6 +124,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeJsonField("code_configuration", this.codeConfiguration);
         jsonWriter.writeJsonField("telemetry_config", this.telemetryConfig);
         jsonWriter.writeJsonField("session_configuration", this.sessionConfiguration);
+        jsonWriter.writeBooleanField("enable_memory_snapshot", this.enableMemorySnapshot);
         return jsonWriter.writeEndObject();
     }
 
@@ -149,6 +150,7 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             CodeConfiguration codeConfiguration = null;
             TelemetryConfig telemetryConfig = null;
             SessionConfiguration sessionConfiguration = null;
+            Boolean enableMemorySnapshot = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -172,6 +174,8 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
                     telemetryConfig = TelemetryConfig.fromJson(reader);
                 } else if ("session_configuration".equals(fieldName)) {
                     sessionConfiguration = SessionConfiguration.fromJson(reader);
+                } else if ("enable_memory_snapshot".equals(fieldName)) {
+                    enableMemorySnapshot = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -185,6 +189,7 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             deserializedHostedAgentDefinition.codeConfiguration = codeConfiguration;
             deserializedHostedAgentDefinition.telemetryConfig = telemetryConfig;
             deserializedHostedAgentDefinition.sessionConfiguration = sessionConfiguration;
+            deserializedHostedAgentDefinition.enableMemorySnapshot = enableMemorySnapshot;
             return deserializedHostedAgentDefinition;
         });
     }
@@ -350,4 +355,37 @@ public HostedAgentDefinition setSessionConfiguration(SessionConfiguration sessio
         this.sessionConfiguration = sessionConfiguration;
         return this;
     }
+
+    /*
+     * Whether this agent version uses memory snapshots. Sessions for a snapshot-enabled version start from a snapshot
+     * of the agent's initialized process rather than starting the process from its image. Defaults to false.
+     */
+    @Generated
+    private Boolean enableMemorySnapshot;
+
+    /**
+     * Get the enableMemorySnapshot property: Whether this agent version uses memory snapshots. Sessions for a
+     * snapshot-enabled version start from a snapshot of the agent's initialized process rather than starting the
+     * process from its image. Defaults to false.
+     *
+     * @return the enableMemorySnapshot value.
+     */
+    @Generated
+    public Boolean isEnableMemorySnapshot() {
+        return this.enableMemorySnapshot;
+    }
+
+    /**
+     * Set the enableMemorySnapshot property: Whether this agent version uses memory snapshots. Sessions for a
+     * snapshot-enabled version start from a snapshot of the agent's initialized process rather than starting the
+     * process from its image. Defaults to false.
+     *
+     * @param enableMemorySnapshot the enableMemorySnapshot value to set.
+     * @return the HostedAgentDefinition object itself.
+     */
+    @Generated
+    public HostedAgentDefinition setEnableMemorySnapshot(Boolean enableMemorySnapshot) {
+        this.enableMemorySnapshot = enableMemorySnapshot;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java
index fd67fb9ad735a..d1bdce48b860e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java
@@ -16,7 +16,8 @@
 import java.util.Map;
 
 /**
- * An MCP tool available to a voice agent.
+ * An MCP tool available to a voice agent. Server endpoints use `server_url`; connector and tunnel identifiers are not
+ * supported.
  */
 @Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
@@ -92,7 +93,8 @@ public final class VoiceAgentMcpTool extends VoiceAgentTool {
     private Map<String, ToolConfig> toolConfigs;
 
     /*
-     * The URL for the MCP server.
+     * The URL for the MCP server. One of `server_url`, `connector_id`, or
+     * `tunnel_id` must be provided.
      */
     @Generated
     private String serverUrl;
@@ -339,7 +341,8 @@ public VoiceAgentMcpTool setToolConfigs(Map<String, ToolConfig> toolConfigs) {
     }
 
     /**
-     * Get the serverUrl property: The URL for the MCP server.
+     * Get the serverUrl property: The URL for the MCP server. One of `server_url`, `connector_id`, or
+     * `tunnel_id` must be provided.
      *
      * @return the serverUrl value.
      */
@@ -349,7 +352,8 @@ public String getServerUrl() {
     }
 
     /**
-     * Set the serverUrl property: The URL for the MCP server.
+     * Set the serverUrl property: The URL for the MCP server. One of `server_url`, `connector_id`, or
+     * `tunnel_id` must be provided.
      *
      * @param serverUrl the serverUrl value to set.
      * @return the VoiceAgentMcpTool object itself.
@@ -393,6 +397,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("server_label", this.serverLabel);
         jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("server_url", this.serverUrl);
         jsonWriter.writeStringField("authorization", this.authorization);
         jsonWriter.writeStringField("server_description", this.serverDescription);
         jsonWriter.writeMapField("headers", this.headers, (writer, element) -> writer.writeString(element));
@@ -409,7 +414,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeBooleanField("defer_loading", this.deferLoading);
         jsonWriter.writeStringField("project_connection_id", this.projectConnectionId);
         jsonWriter.writeMapField("tool_configs", this.toolConfigs, (writer, element) -> writer.writeJson(element));
-        jsonWriter.writeStringField("server_url", this.serverUrl);
         jsonWriter.writeStringField("response_scheduling",
             this.responseScheduling == null ? null : this.responseScheduling.toString());
         return jsonWriter.writeEndObject();
@@ -429,6 +433,7 @@ public static VoiceAgentMcpTool fromJson(JsonReader jsonReader) throws IOExcepti
         return jsonReader.readObject(reader -> {
             String serverLabel = null;
             String type = "mcp";
+            String serverUrl = null;
             String authorization = null;
             String serverDescription = null;
             Map<String, String> headers = null;
@@ -438,7 +443,6 @@ public static VoiceAgentMcpTool fromJson(JsonReader jsonReader) throws IOExcepti
             Boolean deferLoading = null;
             String projectConnectionId = null;
             Map<String, ToolConfig> toolConfigs = null;
-            String serverUrl = null;
             VoiceAgentToolResponseScheduling responseScheduling = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
@@ -447,6 +451,8 @@ public static VoiceAgentMcpTool fromJson(JsonReader jsonReader) throws IOExcepti
                     serverLabel = reader.getString();
                 } else if ("type".equals(fieldName)) {
                     type = reader.getString();
+                } else if ("server_url".equals(fieldName)) {
+                    serverUrl = reader.getString();
                 } else if ("authorization".equals(fieldName)) {
                     authorization = reader.getString();
                 } else if ("server_description".equals(fieldName)) {
@@ -468,8 +474,6 @@ public static VoiceAgentMcpTool fromJson(JsonReader jsonReader) throws IOExcepti
                     projectConnectionId = reader.getString();
                 } else if ("tool_configs".equals(fieldName)) {
                     toolConfigs = reader.readMap(reader1 -> ToolConfig.fromJson(reader1));
-                } else if ("server_url".equals(fieldName)) {
-                    serverUrl = reader.getString();
                 } else if ("response_scheduling".equals(fieldName)) {
                     responseScheduling = VoiceAgentToolResponseScheduling.fromString(reader.getString());
                 } else {
@@ -478,6 +482,7 @@ public static VoiceAgentMcpTool fromJson(JsonReader jsonReader) throws IOExcepti
             }
             VoiceAgentMcpTool deserializedVoiceAgentMcpTool = new VoiceAgentMcpTool(serverLabel);
             deserializedVoiceAgentMcpTool.type = type;
+            deserializedVoiceAgentMcpTool.serverUrl = serverUrl;
             deserializedVoiceAgentMcpTool.authorization = authorization;
             deserializedVoiceAgentMcpTool.serverDescription = serverDescription;
             deserializedVoiceAgentMcpTool.headers = headers;
@@ -487,7 +492,6 @@ public static VoiceAgentMcpTool fromJson(JsonReader jsonReader) throws IOExcepti
             deserializedVoiceAgentMcpTool.deferLoading = deferLoading;
             deserializedVoiceAgentMcpTool.projectConnectionId = projectConnectionId;
             deserializedVoiceAgentMcpTool.toolConfigs = toolConfigs;
-            deserializedVoiceAgentMcpTool.serverUrl = serverUrl;
             deserializedVoiceAgentMcpTool.responseScheduling = responseScheduling;
             return deserializedVoiceAgentMcpTool;
         });
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java
index cacc2f40e82b7..1ca6dc1ac4134 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java
@@ -9,6 +9,7 @@
 import com.azure.core.annotation.Immutable;
 import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import com.openai.models.realtime.RealtimeResponse.OutputModality;
@@ -24,7 +25,7 @@
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class VoiceAgentRealtimeResponse extends VoiceAgentRealtimeResponseBase {
+public final class VoiceAgentRealtimeResponse implements JsonSerializable<VoiceAgentRealtimeResponse> {
 
     /*
      * The audio configuration used by the live response, including flat voice provider, locale, and format fields under
@@ -34,7 +35,7 @@ public final class VoiceAgentRealtimeResponse extends VoiceAgentRealtimeResponse
     private VoiceResponseAudio audio;
 
     /*
-     * The items produced by the live response.
+     * The list of output items generated by the response.
      */
     @Generated
     private List<RealtimeConversationItem> output;
@@ -93,12 +94,6 @@ public final class VoiceAgentRealtimeResponse extends VoiceAgentRealtimeResponse
     @Generated
     private Status status;
 
-    /*
-     * The object type, must be `realtime.response`.
-     */
-    @Generated
-    private VoiceResponseBaseObject object;
-
     /*
      * The unique ID of the response, will look like `resp_1234`.
      */
@@ -124,7 +119,7 @@ public VoiceResponseAudio getAudio() {
     }
 
     /**
-     * Get the output property: The items produced by the live response.
+     * Get the output property: The list of output items generated by the response.
      *
      * @return the output value.
      */
@@ -139,7 +134,6 @@ public List<RealtimeConversationItem> getOutput() {
      *
      * @return the maxOutputTokens value.
      */
-    @Override
     BinaryData getMaxOutputTokens() {
         // AI Tooling: union type
         return this.maxOutputTokens;
@@ -154,7 +148,6 @@ BinaryData getMaxOutputTokens() {
      * @return the outputModalities value.
      */
     @Generated
-    @Override
     public List<OutputModality> getOutputModalities() {
         return this.outputModalities;
     }
@@ -170,7 +163,6 @@ public List<OutputModality> getOutputModalities() {
      * @return the conversationId value.
      */
     @Generated
-    @Override
     public String getConversationId() {
         return this.conversationId;
     }
@@ -184,7 +176,6 @@ public String getConversationId() {
      * @return the usage value.
      */
     @Generated
-    @Override
     public RealtimeResponseUsage getUsage() {
         return this.usage;
     }
@@ -195,7 +186,6 @@ public RealtimeResponseUsage getUsage() {
      * @return the metadata value.
      */
     @Generated
-    @Override
     public Map<String, String> getMetadata() {
         return this.metadata;
     }
@@ -206,7 +196,6 @@ public Map<String, String> getMetadata() {
      * @return the statusDetails value.
      */
     @Generated
-    @Override
     public RealtimeResponseStatus getStatusDetails() {
         return this.statusDetails;
     }
@@ -218,29 +207,16 @@ public RealtimeResponseStatus getStatusDetails() {
      * @return the status value.
      */
     @Generated
-    @Override
     public Status getStatus() {
         return this.status;
     }
 
-    /**
-     * Get the object property: The object type, must be `realtime.response`.
-     *
-     * @return the object value.
-     */
-    @Generated
-    @Override
-    public VoiceResponseBaseObject getObject() {
-        return this.object;
-    }
-
     /**
      * Get the id property: The unique ID of the response, will look like `resp_1234`.
      *
      * @return the id value.
      */
     @Generated
-    @Override
     public String getId() {
         return this.id;
     }
@@ -252,7 +228,7 @@ public String getId() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("id", getId());
-        jsonWriter.writeStringField("object", getObject() == null ? null : getObject().toString());
+        jsonWriter.writeStringField("object", getObjectType() == null ? null : getObjectType().toString());
         jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().asString());
         // AI Tooling: openai-java de-dup
         if (getStatusDetails() != null) {
@@ -294,8 +270,8 @@ public static VoiceAgentRealtimeResponse fromJson(JsonReader jsonReader) throws
                 if ("id".equals(fieldName)) {
                     deserializedVoiceAgentRealtimeResponse.id = reader.getString();
                 } else if ("object".equals(fieldName)) {
-                    deserializedVoiceAgentRealtimeResponse.object
-                        = VoiceResponseBaseObject.fromString(reader.getString());
+                    deserializedVoiceAgentRealtimeResponse.objectType
+                        = VoiceResponseObjectType.fromString(reader.getString());
                 } else if ("status".equals(fieldName)) {
                     deserializedVoiceAgentRealtimeResponse.status = reader.getNullable(r -> Status.of(r.getString()));
                 } else if ("status_details".equals(fieldName)) {
@@ -334,4 +310,56 @@ public static VoiceAgentRealtimeResponse fromJson(JsonReader jsonReader) throws
             return deserializedVoiceAgentRealtimeResponse;
         });
     }
+
+    /*
+     * The object type, must be `realtime.response`.
+     */
+    @Generated
+    private VoiceResponseObjectType objectType;
+
+    /**
+     * Get the objectType property: The object type, must be `realtime.response`.
+     *
+     * @return the objectType value.
+     */
+    @Generated
+    public VoiceResponseObjectType getObjectType() {
+        return this.objectType;
+    }
+
+    /**
+     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
+     * tool calls, that was used in this response.
+     *
+     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
+     */
+    public Long getMaxOutputTokensAsLong() {
+        // AI Tooling: union type
+        if (this.maxOutputTokens == null) {
+            return null;
+        }
+        String json = this.maxOutputTokens.toString().trim();
+        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
+            return null;
+        }
+        return this.maxOutputTokens.toObject(Long.class);
+    }
+
+    /**
+     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
+     * tool calls, that was used in this response.
+     *
+     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
+     */
+    public String getMaxOutputTokensAsString() {
+        // AI Tooling: union type
+        if (this.maxOutputTokens == null) {
+            return null;
+        }
+        String json = this.maxOutputTokens.toString().trim();
+        if (!(json.startsWith("\""))) {
+            return null;
+        }
+        return this.maxOutputTokens.toObject(String.class);
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseBase.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseBase.java
deleted file mode 100644
index b72a564ac9cb1..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseBase.java
+++ /dev/null
@@ -1,448 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.OpenAIJsonHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import com.openai.models.realtime.RealtimeResponse.OutputModality;
-import com.openai.models.realtime.RealtimeResponse.Status;
-import com.openai.models.realtime.RealtimeResponseStatus;
-import com.openai.models.realtime.RealtimeResponseUsage;
-import java.io.IOException;
-import java.util.List;
-import java.util.Map;
-
-/**
- * Properties shared by realtime responses returned by the voice-agent service.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public class VoiceAgentRealtimeResponseBase implements JsonSerializable<VoiceAgentRealtimeResponseBase> {
-
-    /*
-     * The unique ID of the response, will look like `resp_1234`.
-     */
-    @Generated
-    private String id;
-
-    /*
-     * The object type, must be `realtime.response`.
-     */
-    @Generated
-    private VoiceResponseBaseObject object;
-
-    /*
-     * The final status of the response (`completed`, `cancelled`, `failed`, or
-     * `incomplete`, `in_progress`).
-     */
-    @Generated
-    private Status status;
-
-    /*
-     * Additional details about the status.
-     */
-    @Generated
-    private RealtimeResponseStatus statusDetails;
-
-    /*
-     * The metadata property.
-     */
-    @Generated
-    private Map<String, String> metadata;
-
-    /*
-     * Usage statistics for the Response, this will correspond to billing. A
-     * Realtime API session will maintain a conversation context and append new
-     * Items to the Conversation, thus output from previous turns (text and
-     * audio tokens) will become the input for later turns.
-     */
-    @Generated
-    private RealtimeResponseUsage usage;
-
-    /*
-     * Which conversation the response is added to, determined by the `conversation`
-     * field in the `response.create` event. If `auto`, the response will be added to
-     * the default conversation and the value of `conversation_id` will be an id like
-     * `conv_1234`. If `none`, the response will not be added to any conversation and
-     * the value of `conversation_id` will be `null`. If responses are being triggered
-     * automatically by VAD the response will be added to the default conversation
-     */
-    @Generated
-    private String conversationId;
-
-    /*
-     * The set of modalities the model used to respond, currently the only possible values are
-     * `[\"audio\"]`, `[\"text\"]`. Audio output always include a text transcript. Setting the
-     * output to mode `text` will disable audio output from the model.
-     */
-    @Generated
-    private List<OutputModality> outputModalities;
-
-    /*
-     * Maximum number of output tokens for a single assistant response,
-     * inclusive of tool calls, that was used in this response.
-     */
-    @Generated
-    private BinaryData maxOutputTokens;
-
-    /**
-     * Creates an instance of VoiceAgentRealtimeResponseBase class.
-     */
-    @Generated
-    protected VoiceAgentRealtimeResponseBase() {
-    }
-
-    /**
-     * Get the id property: The unique ID of the response, will look like `resp_1234`.
-     *
-     * @return the id value.
-     */
-    @Generated
-    public String getId() {
-        return this.id;
-    }
-
-    /**
-     * Set the id property: The unique ID of the response, will look like `resp_1234`.
-     *
-     * @param id the id value to set.
-     * @return the VoiceAgentRealtimeResponseBase object itself.
-     */
-    @Generated
-    VoiceAgentRealtimeResponseBase setId(String id) {
-        this.id = id;
-        return this;
-    }
-
-    /**
-     * Get the object property: The object type, must be `realtime.response`.
-     *
-     * @return the object value.
-     */
-    @Generated
-    public VoiceResponseBaseObject getObject() {
-        return this.object;
-    }
-
-    /**
-     * Get the status property: The final status of the response (`completed`, `cancelled`, `failed`, or
-     * `incomplete`, `in_progress`).
-     *
-     * @return the status value.
-     */
-    @Generated
-    public Status getStatus() {
-        return this.status;
-    }
-
-    /**
-     * Get the statusDetails property: Additional details about the status.
-     *
-     * @return the statusDetails value.
-     */
-    @Generated
-    public RealtimeResponseStatus getStatusDetails() {
-        return this.statusDetails;
-    }
-
-    /**
-     * Set the statusDetails property: Additional details about the status.
-     *
-     * @param statusDetails the statusDetails value to set.
-     * @return the VoiceAgentRealtimeResponseBase object itself.
-     */
-    @Generated
-    VoiceAgentRealtimeResponseBase setStatusDetails(RealtimeResponseStatus statusDetails) {
-        this.statusDetails = statusDetails;
-        return this;
-    }
-
-    /**
-     * Get the metadata property: The metadata property.
-     *
-     * @return the metadata value.
-     */
-    @Generated
-    public Map<String, String> getMetadata() {
-        return this.metadata;
-    }
-
-    /**
-     * Set the metadata property: The metadata property.
-     *
-     * @param metadata the metadata value to set.
-     * @return the VoiceAgentRealtimeResponseBase object itself.
-     */
-    @Generated
-    VoiceAgentRealtimeResponseBase setMetadata(Map<String, String> metadata) {
-        this.metadata = metadata;
-        return this;
-    }
-
-    /**
-     * Get the usage property: Usage statistics for the Response, this will correspond to billing. A
-     * Realtime API session will maintain a conversation context and append new
-     * Items to the Conversation, thus output from previous turns (text and
-     * audio tokens) will become the input for later turns.
-     *
-     * @return the usage value.
-     */
-    @Generated
-    public RealtimeResponseUsage getUsage() {
-        return this.usage;
-    }
-
-    /**
-     * Set the usage property: Usage statistics for the Response, this will correspond to billing. A
-     * Realtime API session will maintain a conversation context and append new
-     * Items to the Conversation, thus output from previous turns (text and
-     * audio tokens) will become the input for later turns.
-     *
-     * @param usage the usage value to set.
-     * @return the VoiceAgentRealtimeResponseBase object itself.
-     */
-    @Generated
-    VoiceAgentRealtimeResponseBase setUsage(RealtimeResponseUsage usage) {
-        this.usage = usage;
-        return this;
-    }
-
-    /**
-     * Get the conversationId property: Which conversation the response is added to, determined by the `conversation`
-     * field in the `response.create` event. If `auto`, the response will be added to
-     * the default conversation and the value of `conversation_id` will be an id like
-     * `conv_1234`. If `none`, the response will not be added to any conversation and
-     * the value of `conversation_id` will be `null`. If responses are being triggered
-     * automatically by VAD the response will be added to the default conversation.
-     *
-     * @return the conversationId value.
-     */
-    @Generated
-    public String getConversationId() {
-        return this.conversationId;
-    }
-
-    /**
-     * Set the conversationId property: Which conversation the response is added to, determined by the `conversation`
-     * field in the `response.create` event. If `auto`, the response will be added to
-     * the default conversation and the value of `conversation_id` will be an id like
-     * `conv_1234`. If `none`, the response will not be added to any conversation and
-     * the value of `conversation_id` will be `null`. If responses are being triggered
-     * automatically by VAD the response will be added to the default conversation.
-     *
-     * @param conversationId the conversationId value to set.
-     * @return the VoiceAgentRealtimeResponseBase object itself.
-     */
-    @Generated
-    VoiceAgentRealtimeResponseBase setConversationId(String conversationId) {
-        this.conversationId = conversationId;
-        return this;
-    }
-
-    /**
-     * Get the outputModalities property: The set of modalities the model used to respond, currently the only possible
-     * values are
-     * `[\"audio\"]`, `[\"text\"]`. Audio output always include a text transcript. Setting the
-     * output to mode `text` will disable audio output from the model.
-     *
-     * @return the outputModalities value.
-     */
-    @Generated
-    public List<OutputModality> getOutputModalities() {
-        return this.outputModalities;
-    }
-
-    /**
-     * Set the outputModalities property: The set of modalities the model used to respond, currently the only possible
-     * values are
-     * `[\"audio\"]`, `[\"text\"]`. Audio output always include a text transcript. Setting the
-     * output to mode `text` will disable audio output from the model.
-     *
-     * @param outputModalities the outputModalities value to set.
-     * @return the VoiceAgentRealtimeResponseBase object itself.
-     */
-    @Generated
-    VoiceAgentRealtimeResponseBase setOutputModalities(List<OutputModality> outputModalities) {
-        this.outputModalities = outputModalities;
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response,
-     * inclusive of tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value.
-     */
-    BinaryData getMaxOutputTokens() {
-        // AI Tooling: union type
-        return this.maxOutputTokens;
-    }
-
-    /**
-     * Set the maxOutputTokens property: Maximum number of output tokens for a single assistant response,
-     * inclusive of tool calls, that was used in this response.
-     *
-     * @param maxOutputTokens the maxOutputTokens value to set.
-     * @return the VoiceAgentRealtimeResponseBase object itself.
-     */
-    VoiceAgentRealtimeResponseBase setMaxOutputTokens(BinaryData maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("id", this.id);
-        jsonWriter.writeStringField("object", this.object == null ? null : this.object.toString());
-        jsonWriter.writeStringField("status", this.status == null ? null : this.status.asString());
-        // AI Tooling: openai-java de-dup
-        if (this.statusDetails != null) {
-            jsonWriter.writeFieldName("status_details");
-            OpenAIJsonHelper.toBinaryData(this.statusDetails).writeTo(jsonWriter);
-        }
-        jsonWriter.writeMapField("metadata", this.metadata, (writer, element) -> writer.writeString(element));
-        if (this.usage != null) {
-            jsonWriter.writeFieldName("usage");
-            OpenAIJsonHelper.toBinaryData(this.usage).writeTo(jsonWriter);
-        }
-        jsonWriter.writeStringField("conversation_id", this.conversationId);
-        jsonWriter.writeArrayField("output_modalities", this.outputModalities,
-            (writer, element) -> writer.writeString(element == null ? null : element.toString()));
-        if (this.maxOutputTokens != null) {
-            jsonWriter.writeFieldName("max_output_tokens");
-            this.maxOutputTokens.writeTo(jsonWriter);
-        }
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of VoiceAgentRealtimeResponseBase from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of VoiceAgentRealtimeResponseBase if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the VoiceAgentRealtimeResponseBase.
-     */
-    public static VoiceAgentRealtimeResponseBase fromJson(JsonReader jsonReader) throws IOException {
-        // AI Tooling: openai-java de-dup
-        return jsonReader.readObject(reader -> {
-            VoiceAgentRealtimeResponseBase deserializedVoiceAgentRealtimeResponseBase
-                = new VoiceAgentRealtimeResponseBase();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("id".equals(fieldName)) {
-                    deserializedVoiceAgentRealtimeResponseBase.id = reader.getString();
-                } else if ("object".equals(fieldName)) {
-                    deserializedVoiceAgentRealtimeResponseBase.object
-                        = VoiceResponseBaseObject.fromString(reader.getString());
-                } else if ("status".equals(fieldName)) {
-                    deserializedVoiceAgentRealtimeResponseBase.status
-                        = reader.getNullable(r -> Status.of(r.getString()));
-                } else if ("status_details".equals(fieldName)) {
-                    // AI Tooling: openai-java de-dup
-                    BinaryData statusDetailsData
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                    deserializedVoiceAgentRealtimeResponseBase.statusDetails
-                        = OpenAIJsonHelper.fromBinaryData(statusDetailsData, RealtimeResponseStatus.class);
-                } else if ("metadata".equals(fieldName)) {
-                    Map<String, String> metadata = reader.readMap(reader1 -> reader1.getString());
-                    deserializedVoiceAgentRealtimeResponseBase.metadata = metadata;
-                } else if ("usage".equals(fieldName)) {
-                    BinaryData usageData
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                    deserializedVoiceAgentRealtimeResponseBase.usage
-                        = OpenAIJsonHelper.fromBinaryData(usageData, RealtimeResponseUsage.class);
-                } else if ("conversation_id".equals(fieldName)) {
-                    deserializedVoiceAgentRealtimeResponseBase.conversationId = reader.getString();
-                } else if ("output_modalities".equals(fieldName)) {
-                    List<OutputModality> outputModalities
-                        = reader.readArray(reader1 -> reader1.getNullable(r -> OutputModality.of(r.getString())));
-                    deserializedVoiceAgentRealtimeResponseBase.outputModalities = outputModalities;
-                } else if ("max_output_tokens".equals(fieldName)) {
-                    deserializedVoiceAgentRealtimeResponseBase.maxOutputTokens
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedVoiceAgentRealtimeResponseBase;
-        });
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
-     * tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
-     */
-    public final Long getMaxOutputTokensAsLong() {
-        // AI Tooling: union type
-        BinaryData value = getMaxOutputTokens();
-        if (value == null) {
-            return null;
-        }
-        String json = value.toString().trim();
-        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
-            return null;
-        }
-        return value.toObject(Long.class);
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
-     * tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public final String getMaxOutputTokensAsString() {
-        // AI Tooling: union type
-        BinaryData value = getMaxOutputTokens();
-        if (value == null) {
-            return null;
-        }
-        String json = value.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return value.toObject(String.class);
-    }
-
-    /**
-     * Set the status property: The final status of the response (`completed`, `cancelled`, `failed`, or
-     * `incomplete`, `in_progress`).
-     *
-     * @param status the status value to set.
-     * @return the VoiceAgentRealtimeResponseBase object itself.
-     */
-    @Generated
-    VoiceAgentRealtimeResponseBase setStatus(Status status) {
-        this.status = status;
-        return this;
-    }
-
-    /**
-     * Set the object property: The object type, must be `realtime.response`.
-     *
-     * @param object the object value to set.
-     * @return the VoiceAgentRealtimeResponseBase object itself.
-     */
-    @Generated
-    VoiceAgentRealtimeResponseBase setObject(VoiceResponseBaseObject object) {
-        this.object = object;
-        return this;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java
index c30faf835d5b9..42c2e67b88a05 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java
@@ -106,7 +106,11 @@ public final class VoiceAgentResponseCreateOptions implements JsonSerializable<V
     private VoiceAgentResponseAudioConfig audio;
 
     /*
-     * Conversation items used as inline response input.
+     * Input items to include in the prompt for the model. Using this field
+     * creates a new context for this Response instead of using the default
+     * conversation. An empty array `[]` will clear the context for this Response.
+     * Note that this can include references to items that previously appeared in the session
+     * using their id.
      */
     @Generated
     private List<RealtimeConversationItem> input;
@@ -391,7 +395,11 @@ public VoiceAgentResponseCreateOptions setAudio(VoiceAgentResponseAudioConfig au
     }
 
     /**
-     * Get the input property: Conversation items used as inline response input.
+     * Get the input property: Input items to include in the prompt for the model. Using this field
+     * creates a new context for this Response instead of using the default
+     * conversation. An empty array `[]` will clear the context for this Response.
+     * Note that this can include references to items that previously appeared in the session
+     * using their id.
      *
      * @return the input value.
      */
@@ -401,7 +409,11 @@ public List<RealtimeConversationItem> getInput() {
     }
 
     /**
-     * Set the input property: Conversation items used as inline response input.
+     * Set the input property: Input items to include in the prompt for the model. Using this field
+     * creates a new context for this Response instead of using the default
+     * conversation. An empty array `[]` will clear the context for this Response.
+     * Note that this can include references to items that previously appeared in the session
+     * using their id.
      *
      * @param input the input value to set.
      * @return the VoiceAgentResponseCreateOptions object itself.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponse.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponse.java
index 7bcbb1974e6fa..7af0690d0fada 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponse.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponse.java
@@ -9,6 +9,7 @@
 import com.azure.core.annotation.Immutable;
 import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import com.openai.models.realtime.RealtimeResponse.OutputModality;
@@ -31,28 +32,30 @@
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class VoiceResponse extends VoiceResponseBase {
+public final class VoiceResponse implements JsonSerializable<VoiceResponse> {
 
     /*
-     * The unique id of the response.
+     * The unique ID of the response, will look like `resp_1234`.
      */
     @Generated
-    private final String id;
+    private String id;
 
     /*
-     * The output items produced by the response. May be omitted in list results; retrieve the full response (GET
-     * .../responses/{response_id}) or use the paged response-items route (GET .../responses/{response_id}/items) for
-     * its output items. Each item's `response_id` also links it back to this response in the conversation-level items
-     * list.
+     * The list of output items generated by the response.
      */
     @Generated
     private List<RealtimeConversationItem> output;
 
     /*
-     * The id of the conversation this response belongs to.
+     * Which conversation the response is added to, determined by the `conversation`
+     * field in the `response.create` event. If `auto`, the response will be added to
+     * the default conversation and the value of `conversation_id` will be an id like
+     * `conv_1234`. If `none`, the response will not be added to any conversation and
+     * the value of `conversation_id` will be `null`. If responses are being triggered
+     * automatically by VAD the response will be added to the default conversation
      */
     @Generated
-    private final String conversationId;
+    private String conversationId;
 
     /*
      * The audio configuration used for the response, including the voice and audio format used for output.
@@ -61,7 +64,7 @@ public final class VoiceResponse extends VoiceResponseBase {
     private VoiceResponseAudio audio;
 
     /*
-     * A set of key-value pairs attached to the response.
+     * The metadata property.
      */
     @Generated
     private Map<String, String> metadata;
@@ -121,26 +124,8 @@ public final class VoiceResponse extends VoiceResponseBase {
     @Generated
     private Status status;
 
-    /*
-     * The object type, must be `realtime.response`.
-     */
-    @Generated
-    private VoiceResponseBaseObject object;
-
-    /**
-     * Creates an instance of VoiceResponse class.
-     *
-     * @param id the id value to set.
-     * @param conversationId the conversationId value to set.
-     */
-    @Generated
-    private VoiceResponse(String id, String conversationId) {
-        this.id = id;
-        this.conversationId = conversationId;
-    }
-
     /**
-     * Get the id property: The unique id of the response.
+     * Get the id property: The unique ID of the response, will look like `resp_1234`.
      *
      * @return the id value.
      */
@@ -150,10 +135,7 @@ public String getId() {
     }
 
     /**
-     * Get the output property: The output items produced by the response. May be omitted in list results; retrieve the
-     * full response (GET .../responses/{response_id}) or use the paged response-items route (GET
-     * .../responses/{response_id}/items) for its output items. Each item's `response_id` also links it back to this
-     * response in the conversation-level items list.
+     * Get the output property: The list of output items generated by the response.
      *
      * @return the output value.
      */
@@ -163,7 +145,12 @@ public List<RealtimeConversationItem> getOutput() {
     }
 
     /**
-     * Get the conversationId property: The id of the conversation this response belongs to.
+     * Get the conversationId property: Which conversation the response is added to, determined by the `conversation`
+     * field in the `response.create` event. If `auto`, the response will be added to
+     * the default conversation and the value of `conversation_id` will be an id like
+     * `conv_1234`. If `none`, the response will not be added to any conversation and
+     * the value of `conversation_id` will be `null`. If responses are being triggered
+     * automatically by VAD the response will be added to the default conversation.
      *
      * @return the conversationId value.
      */
@@ -184,7 +171,7 @@ public VoiceResponseAudio getAudio() {
     }
 
     /**
-     * Get the metadata property: A set of key-value pairs attached to the response.
+     * Get the metadata property: The metadata property.
      *
      * @return the metadata value.
      */
@@ -235,7 +222,6 @@ public OffsetDateTime getCompletedAt() {
      *
      * @return the maxOutputTokens value.
      */
-    @Override
     BinaryData getMaxOutputTokens() {
         // AI Tooling: union type
         return this.maxOutputTokens;
@@ -250,7 +236,6 @@ BinaryData getMaxOutputTokens() {
      * @return the outputModalities value.
      */
     @Generated
-    @Override
     public List<OutputModality> getOutputModalities() {
         return this.outputModalities;
     }
@@ -264,7 +249,6 @@ public List<OutputModality> getOutputModalities() {
      * @return the usage value.
      */
     @Generated
-    @Override
     public RealtimeResponseUsage getUsage() {
         return this.usage;
     }
@@ -275,7 +259,6 @@ public RealtimeResponseUsage getUsage() {
      * @return the statusDetails value.
      */
     @Generated
-    @Override
     public RealtimeResponseStatus getStatusDetails() {
         return this.statusDetails;
     }
@@ -287,29 +270,17 @@ public RealtimeResponseStatus getStatusDetails() {
      * @return the status value.
      */
     @Generated
-    @Override
     public Status getStatus() {
         return this.status;
     }
 
-    /**
-     * Get the object property: The object type, must be `realtime.response`.
-     *
-     * @return the object value.
-     */
-    @Generated
-    @Override
-    public VoiceResponseBaseObject getObject() {
-        return this.object;
-    }
-
     /**
      * {@inheritDoc}
      */
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("object", getObject() == null ? null : getObject().toString());
+        jsonWriter.writeStringField("object", getObjectType() == null ? null : getObjectType().toString());
         jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().asString());
         // AI Tooling: openai-java de-dup
         if (getStatusDetails() != null) {
@@ -343,13 +314,12 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * @param jsonReader The JsonReader being read.
      * @return An instance of VoiceResponse if the JsonReader was pointing to an instance of it, or null if it was
      * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
      * @throws IOException If an error occurs while reading the VoiceResponse.
      */
     public static VoiceResponse fromJson(JsonReader jsonReader) throws IOException {
         // AI Tooling: openai-java de-dup
         return jsonReader.readObject(reader -> {
-            VoiceResponseBaseObject object = null;
+            VoiceResponseObjectType objectType = null;
             Status status = null;
             RealtimeResponseStatus statusDetails = null;
             RealtimeResponseUsage usage = null;
@@ -367,7 +337,7 @@ public static VoiceResponse fromJson(JsonReader jsonReader) throws IOException {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("object".equals(fieldName)) {
-                    object = VoiceResponseBaseObject.fromString(reader.getString());
+                    objectType = VoiceResponseObjectType.fromString(reader.getString());
                 } else if ("status".equals(fieldName)) {
                     status = reader.getNullable(r -> Status.of(r.getString()));
                 } else if ("status_details".equals(fieldName)) {
@@ -405,8 +375,10 @@ public static VoiceResponse fromJson(JsonReader jsonReader) throws IOException {
                     reader.skipChildren();
                 }
             }
-            VoiceResponse deserializedVoiceResponse = new VoiceResponse(id, conversationId);
-            deserializedVoiceResponse.object = object;
+            VoiceResponse deserializedVoiceResponse = new VoiceResponse();
+            deserializedVoiceResponse.id = id;
+            deserializedVoiceResponse.conversationId = conversationId;
+            deserializedVoiceResponse.objectType = objectType;
             deserializedVoiceResponse.status = status;
             deserializedVoiceResponse.statusDetails = statusDetails;
             deserializedVoiceResponse.usage = usage;
@@ -421,4 +393,63 @@ public static VoiceResponse fromJson(JsonReader jsonReader) throws IOException {
             return deserializedVoiceResponse;
         });
     }
+
+    /**
+     * Creates an instance of VoiceResponse class.
+     */
+    @Generated
+    private VoiceResponse() {
+    }
+
+    /*
+     * The object type, must be `realtime.response`.
+     */
+    @Generated
+    private VoiceResponseObjectType objectType;
+
+    /**
+     * Get the objectType property: The object type, must be `realtime.response`.
+     *
+     * @return the objectType value.
+     */
+    @Generated
+    public VoiceResponseObjectType getObjectType() {
+        return this.objectType;
+    }
+
+    /**
+     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
+     * tool calls, that was used in this response.
+     *
+     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
+     */
+    public Long getMaxOutputTokensAsLong() {
+        // AI Tooling: union type
+        if (this.maxOutputTokens == null) {
+            return null;
+        }
+        String json = this.maxOutputTokens.toString().trim();
+        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
+            return null;
+        }
+        return this.maxOutputTokens.toObject(Long.class);
+    }
+
+    /**
+     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
+     * tool calls, that was used in this response.
+     *
+     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
+     */
+    public String getMaxOutputTokensAsString() {
+        // AI Tooling: union type
+        if (this.maxOutputTokens == null) {
+            return null;
+        }
+        String json = this.maxOutputTokens.toString().trim();
+        if (!(json.startsWith("\""))) {
+            return null;
+        }
+        return this.maxOutputTokens.toObject(String.class);
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseBase.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseBase.java
deleted file mode 100644
index 6814a702b14cd..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseBase.java
+++ /dev/null
@@ -1,335 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.OpenAIJsonHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import com.openai.models.realtime.RealtimeResponse.OutputModality;
-import com.openai.models.realtime.RealtimeResponse.Status;
-import com.openai.models.realtime.RealtimeResponseStatus;
-import com.openai.models.realtime.RealtimeResponseUsage;
-import java.io.IOException;
-import java.util.List;
-
-/**
- * Properties shared by persisted voice responses.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public class VoiceResponseBase implements JsonSerializable<VoiceResponseBase> {
-
-    /*
-     * The object type, must be `realtime.response`.
-     */
-    @Generated
-    private VoiceResponseBaseObject object;
-
-    /*
-     * The final status of the response (`completed`, `cancelled`, `failed`, or
-     * `incomplete`, `in_progress`).
-     */
-    @Generated
-    private Status status;
-
-    /*
-     * Additional details about the status.
-     */
-    @Generated
-    private RealtimeResponseStatus statusDetails;
-
-    /*
-     * Usage statistics for the Response, this will correspond to billing. A
-     * Realtime API session will maintain a conversation context and append new
-     * Items to the Conversation, thus output from previous turns (text and
-     * audio tokens) will become the input for later turns.
-     */
-    @Generated
-    private RealtimeResponseUsage usage;
-
-    /*
-     * The set of modalities the model used to respond, currently the only possible values are
-     * `[\"audio\"]`, `[\"text\"]`. Audio output always include a text transcript. Setting the
-     * output to mode `text` will disable audio output from the model.
-     */
-    @Generated
-    private List<OutputModality> outputModalities;
-
-    /*
-     * Maximum number of output tokens for a single assistant response,
-     * inclusive of tool calls, that was used in this response.
-     */
-    @Generated
-    private BinaryData maxOutputTokens;
-
-    /**
-     * Creates an instance of VoiceResponseBase class.
-     */
-    @Generated
-    protected VoiceResponseBase() {
-    }
-
-    /**
-     * Get the object property: The object type, must be `realtime.response`.
-     *
-     * @return the object value.
-     */
-    @Generated
-    public VoiceResponseBaseObject getObject() {
-        return this.object;
-    }
-
-    /**
-     * Get the status property: The final status of the response (`completed`, `cancelled`, `failed`, or
-     * `incomplete`, `in_progress`).
-     *
-     * @return the status value.
-     */
-    @Generated
-    public Status getStatus() {
-        return this.status;
-    }
-
-    /**
-     * Get the statusDetails property: Additional details about the status.
-     *
-     * @return the statusDetails value.
-     */
-    @Generated
-    public RealtimeResponseStatus getStatusDetails() {
-        return this.statusDetails;
-    }
-
-    /**
-     * Set the statusDetails property: Additional details about the status.
-     *
-     * @param statusDetails the statusDetails value to set.
-     * @return the VoiceResponseBase object itself.
-     */
-    @Generated
-    VoiceResponseBase setStatusDetails(RealtimeResponseStatus statusDetails) {
-        this.statusDetails = statusDetails;
-        return this;
-    }
-
-    /**
-     * Get the usage property: Usage statistics for the Response, this will correspond to billing. A
-     * Realtime API session will maintain a conversation context and append new
-     * Items to the Conversation, thus output from previous turns (text and
-     * audio tokens) will become the input for later turns.
-     *
-     * @return the usage value.
-     */
-    @Generated
-    public RealtimeResponseUsage getUsage() {
-        return this.usage;
-    }
-
-    /**
-     * Set the usage property: Usage statistics for the Response, this will correspond to billing. A
-     * Realtime API session will maintain a conversation context and append new
-     * Items to the Conversation, thus output from previous turns (text and
-     * audio tokens) will become the input for later turns.
-     *
-     * @param usage the usage value to set.
-     * @return the VoiceResponseBase object itself.
-     */
-    @Generated
-    VoiceResponseBase setUsage(RealtimeResponseUsage usage) {
-        this.usage = usage;
-        return this;
-    }
-
-    /**
-     * Get the outputModalities property: The set of modalities the model used to respond, currently the only possible
-     * values are
-     * `[\"audio\"]`, `[\"text\"]`. Audio output always include a text transcript. Setting the
-     * output to mode `text` will disable audio output from the model.
-     *
-     * @return the outputModalities value.
-     */
-    @Generated
-    public List<OutputModality> getOutputModalities() {
-        return this.outputModalities;
-    }
-
-    /**
-     * Set the outputModalities property: The set of modalities the model used to respond, currently the only possible
-     * values are
-     * `[\"audio\"]`, `[\"text\"]`. Audio output always include a text transcript. Setting the
-     * output to mode `text` will disable audio output from the model.
-     *
-     * @param outputModalities the outputModalities value to set.
-     * @return the VoiceResponseBase object itself.
-     */
-    @Generated
-    VoiceResponseBase setOutputModalities(List<OutputModality> outputModalities) {
-        this.outputModalities = outputModalities;
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response,
-     * inclusive of tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value.
-     */
-    BinaryData getMaxOutputTokens() {
-        // AI Tooling: union type
-        return this.maxOutputTokens;
-    }
-
-    /**
-     * Set the maxOutputTokens property: Maximum number of output tokens for a single assistant response,
-     * inclusive of tool calls, that was used in this response.
-     *
-     * @param maxOutputTokens the maxOutputTokens value to set.
-     * @return the VoiceResponseBase object itself.
-     */
-    VoiceResponseBase setMaxOutputTokens(BinaryData maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("object", this.object == null ? null : this.object.toString());
-        jsonWriter.writeStringField("status", this.status == null ? null : this.status.asString());
-        // AI Tooling: openai-java de-dup
-        if (this.statusDetails != null) {
-            jsonWriter.writeFieldName("status_details");
-            OpenAIJsonHelper.toBinaryData(this.statusDetails).writeTo(jsonWriter);
-        }
-        if (this.usage != null) {
-            jsonWriter.writeFieldName("usage");
-            OpenAIJsonHelper.toBinaryData(this.usage).writeTo(jsonWriter);
-        }
-        jsonWriter.writeArrayField("output_modalities", this.outputModalities,
-            (writer, element) -> writer.writeString(element == null ? null : element.toString()));
-        if (this.maxOutputTokens != null) {
-            jsonWriter.writeFieldName("max_output_tokens");
-            this.maxOutputTokens.writeTo(jsonWriter);
-        }
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of VoiceResponseBase from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of VoiceResponseBase if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the VoiceResponseBase.
-     */
-    public static VoiceResponseBase fromJson(JsonReader jsonReader) throws IOException {
-        // AI Tooling: openai-java de-dup
-        return jsonReader.readObject(reader -> {
-            VoiceResponseBase deserializedVoiceResponseBase = new VoiceResponseBase();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("object".equals(fieldName)) {
-                    deserializedVoiceResponseBase.object = VoiceResponseBaseObject.fromString(reader.getString());
-                } else if ("status".equals(fieldName)) {
-                    deserializedVoiceResponseBase.status = reader.getNullable(r -> Status.of(r.getString()));
-                } else if ("status_details".equals(fieldName)) {
-                    // AI Tooling: openai-java de-dup
-                    BinaryData statusDetailsData
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                    deserializedVoiceResponseBase.statusDetails
-                        = OpenAIJsonHelper.fromBinaryData(statusDetailsData, RealtimeResponseStatus.class);
-                } else if ("usage".equals(fieldName)) {
-                    BinaryData usageData
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                    deserializedVoiceResponseBase.usage
-                        = OpenAIJsonHelper.fromBinaryData(usageData, RealtimeResponseUsage.class);
-                } else if ("output_modalities".equals(fieldName)) {
-                    List<OutputModality> outputModalities
-                        = reader.readArray(reader1 -> reader1.getNullable(r -> OutputModality.of(r.getString())));
-                    deserializedVoiceResponseBase.outputModalities = outputModalities;
-                } else if ("max_output_tokens".equals(fieldName)) {
-                    deserializedVoiceResponseBase.maxOutputTokens
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedVoiceResponseBase;
-        });
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
-     * tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
-     */
-    public final Long getMaxOutputTokensAsLong() {
-        // AI Tooling: union type
-        BinaryData value = getMaxOutputTokens();
-        if (value == null) {
-            return null;
-        }
-        String json = value.toString().trim();
-        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
-            return null;
-        }
-        return value.toObject(Long.class);
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
-     * tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public final String getMaxOutputTokensAsString() {
-        // AI Tooling: union type
-        BinaryData value = getMaxOutputTokens();
-        if (value == null) {
-            return null;
-        }
-        String json = value.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return value.toObject(String.class);
-    }
-
-    /**
-     * Set the status property: The final status of the response (`completed`, `cancelled`, `failed`, or
-     * `incomplete`, `in_progress`).
-     *
-     * @param status the status value to set.
-     * @return the VoiceResponseBase object itself.
-     */
-    @Generated
-    VoiceResponseBase setStatus(Status status) {
-        this.status = status;
-        return this;
-    }
-
-    /**
-     * Set the object property: The object type, must be `realtime.response`.
-     *
-     * @param object the object value to set.
-     * @return the VoiceResponseBase object itself.
-     */
-    @Generated
-    VoiceResponseBase setObject(VoiceResponseBaseObject object) {
-        this.object = object;
-        return this;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseBaseObject.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java
similarity index 64%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseBaseObject.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java
index 1330efb9a5d9f..bbb0f06d6c1be 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseBaseObject.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java
@@ -6,10 +6,10 @@
 import com.azure.ai.agents.implementation.utils.Beta;
 
 /**
- * Defines values for VoiceResponseBaseObject.
+ * Defines values for VoiceResponseObjectType.
  */
 @Beta(warningText = "Preview API.")
-public enum VoiceResponseBaseObject {
+public enum VoiceResponseObjectType {
 
     /**
      * Enum value realtime.response.
@@ -17,26 +17,26 @@ public enum VoiceResponseBaseObject {
     REALTIME_RESPONSE("realtime.response");
 
     /**
-     * The actual serialized value for a VoiceResponseBaseObject instance.
+     * The actual serialized value for a VoiceResponseObjectType instance.
      */
     private final String value;
 
-    VoiceResponseBaseObject(String value) {
+    VoiceResponseObjectType(String value) {
         this.value = value;
     }
 
     /**
-     * Parses a serialized value to a VoiceResponseBaseObject instance.
+     * Parses a serialized value to a VoiceResponseObjectType instance.
      *
      * @param value the serialized value to parse.
-     * @return the parsed VoiceResponseBaseObject object, or null if unable to parse.
+     * @return the parsed VoiceResponseObjectType object, or null if unable to parse.
      */
-    public static VoiceResponseBaseObject fromString(String value) {
+    public static VoiceResponseObjectType fromString(String value) {
         if (value == null) {
             return null;
         }
-        VoiceResponseBaseObject[] items = VoiceResponseBaseObject.values();
-        for (VoiceResponseBaseObject item : items) {
+        VoiceResponseObjectType[] items = VoiceResponseObjectType.values();
+        for (VoiceResponseObjectType item : items) {
             if (item.toString().equalsIgnoreCase(value)) {
                 return item;
             }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index a44c9b9e4e8e5..258fce868bb62 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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nment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellContainerReferenceEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicy.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicyDisabled.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxVersions.java","src/main/java/com/azure/ai/agents/models/TranscriptTextInputTokenDetails.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsage.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageDuration.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageTokens.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageType.java","src/main/java/com/azure/ai/agents/models/TranscriptionLanguage.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBinding.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBindingListItem.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffect.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffectsConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationDefaultInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationTestCase.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationUserBehaviorConfiguration.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationOutputType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioTimestampType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarIceServer.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarOutputProtocol.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionToolType1.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceIds.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeOpenAIDedupSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeOpenAIDedupSerializationTests.java
index f9e2b73b48877..d328f824011f4 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeOpenAIDedupSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeOpenAIDedupSerializationTests.java
@@ -182,19 +182,10 @@ public void testStatusAndUsageRoundTripThroughPolymorphicServerEvent() throws IO
 
     @Test
     public void testStatusAndUsageAcrossVoiceResponseModels() throws IOException {
-        VoiceResponseBase responseBase;
-        VoiceAgentRealtimeResponseBase realtimeResponseBase;
         VoiceAgentRealtimeResponse realtimeResponse;
         VoiceResponse response;
         VoiceConversation conversation;
 
-        try (JsonReader reader = JsonProviders.createReader(RESPONSE_FIELDS_JSON)) {
-            responseBase = VoiceResponseBase.fromJson(reader);
-        }
-        try (
-            JsonReader reader = JsonProviders.createReader("{\"id\":\"resp_1\"," + RESPONSE_FIELDS_JSON.substring(1))) {
-            realtimeResponseBase = VoiceAgentRealtimeResponseBase.fromJson(reader);
-        }
         try (
             JsonReader reader = JsonProviders.createReader("{\"id\":\"resp_1\"," + RESPONSE_FIELDS_JSON.substring(1))) {
             realtimeResponse = VoiceAgentRealtimeResponse.fromJson(reader);
@@ -208,14 +199,10 @@ public void testStatusAndUsageAcrossVoiceResponseModels() throws IOException {
             conversation = VoiceConversation.fromJson(reader);
         }
 
-        assertResponseFields(responseBase.getStatusDetails(), responseBase.getUsage());
-        assertResponseFields(realtimeResponseBase.getStatusDetails(), realtimeResponseBase.getUsage());
         assertResponseFields(realtimeResponse.getStatusDetails(), realtimeResponse.getUsage());
         assertResponseFields(response.getStatusDetails(), response.getUsage());
         assertUsage(conversation.getUsage());
 
-        assertStable(responseBase, VoiceResponseBase::fromJson);
-        assertStable(realtimeResponseBase, VoiceAgentRealtimeResponseBase::fromJson);
         assertStable(realtimeResponse, VoiceAgentRealtimeResponse::fromJson);
         assertStable(response, VoiceResponse::fromJson);
         assertStable(conversation, VoiceConversation::fromJson);
@@ -223,9 +210,9 @@ public void testStatusAndUsageAcrossVoiceResponseModels() throws IOException {
 
     @Test
     public void testAbsentStatusAndUsageRemainAbsent() throws IOException {
-        VoiceAgentRealtimeResponseBase response;
+        VoiceAgentRealtimeResponse response;
         try (JsonReader reader = JsonProviders.createReader("{\"id\":\"resp_1\"}")) {
-            response = VoiceAgentRealtimeResponseBase.fromJson(reader);
+            response = VoiceAgentRealtimeResponse.fromJson(reader);
         }
 
         assertNull(response.getStatusDetails());
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeStandaloneOpenAIDedupSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeStandaloneOpenAIDedupSerializationTests.java
index d76826ccc3818..13cf3c1537e9a 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeStandaloneOpenAIDedupSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeStandaloneOpenAIDedupSerializationTests.java
@@ -345,8 +345,8 @@ public void testRealtimeResponseEnumsAndAbsentValues() throws IOException {
                 RealtimeResponse.OutputModality.AUDIO }) {
                 String json = "{\"object\":\"realtime.response\",\"status\":\"" + status.asString()
                     + "\",\"output_modalities\":[\"" + modality.asString() + "\"]}";
-                VoiceResponseBase result = deserialize(json, VoiceResponseBase::fromJson);
-                assertEquals(VoiceResponseBaseObject.REALTIME_RESPONSE, result.getObject());
+                VoiceResponse result = deserialize(json, VoiceResponse::fromJson);
+                assertEquals(VoiceResponseObjectType.REALTIME_RESPONSE, result.getObjectType());
                 assertEquals(status, result.getStatus());
                 assertEquals(modality, result.getOutputModalities().get(0));
                 assertEquals(json, serialize(result));
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/ReasoningDedupSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/ReasoningDedupSerializationTests.java
index 3681f96b73cea..dcd68f574395b 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/ReasoningDedupSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/ReasoningDedupSerializationTests.java
@@ -40,21 +40,20 @@ public void testVoiceResponseAudioConfigRoundTrip() throws IOException {
     public void testVoiceRealtimeResponseObjectRoundTrip() throws IOException {
         try (JsonReader reader = JsonProviders.createReader("{\"object\":\"realtime.response\"}")) {
             VoiceAgentRealtimeResponse response = VoiceAgentRealtimeResponse.fromJson(reader);
-            assertEquals(VoiceResponseBaseObject.REALTIME_RESPONSE, response.getObject());
+            assertEquals(VoiceResponseObjectType.REALTIME_RESPONSE, response.getObjectType());
             VoiceAgentRealtimeResponse roundTrip
                 = BinaryData.fromObject(response).toObject(VoiceAgentRealtimeResponse.class);
-            assertEquals(response.getObject(), roundTrip.getObject());
+            assertEquals(response.getObjectType(), roundTrip.getObjectType());
         }
     }
 
     @Test
-    public void testVoiceRealtimeResponseBaseObjectRoundTrip() throws IOException {
+    public void testVoiceResponseObjectTypeRoundTrip() throws IOException {
         try (JsonReader reader = JsonProviders.createReader("{\"object\":\"realtime.response\"}")) {
-            VoiceAgentRealtimeResponseBase response = VoiceAgentRealtimeResponseBase.fromJson(reader);
-            assertEquals(VoiceResponseBaseObject.REALTIME_RESPONSE, response.getObject());
-            VoiceAgentRealtimeResponseBase roundTrip
-                = BinaryData.fromObject(response).toObject(VoiceAgentRealtimeResponseBase.class);
-            assertEquals(response.getObject(), roundTrip.getObject());
+            VoiceResponse response = VoiceResponse.fromJson(reader);
+            assertEquals(VoiceResponseObjectType.REALTIME_RESPONSE, response.getObjectType());
+            VoiceResponse roundTrip = BinaryData.fromObject(response).toObject(VoiceResponse.class);
+            assertEquals(response.getObjectType(), roundTrip.getObjectType());
         }
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseBaseSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseBaseSerializationTests.java
deleted file mode 100644
index 09c688f29d715..0000000000000
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseBaseSerializationTests.java
+++ /dev/null
@@ -1,42 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-
-package com.azure.ai.agents.models;
-
-import org.junit.jupiter.api.Test;
-
-import java.io.IOException;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNull;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-public class VoiceAgentRealtimeResponseBaseSerializationTests {
-
-    @Test
-    public void maxOutputTokensVariantsRoundTrip() throws IOException {
-        VoiceAgentRealtimeResponseBase longResult = roundTrip("{\"max_output_tokens\":4096}");
-        assertEquals(4096L, longResult.getMaxOutputTokensAsLong());
-        assertNull(longResult.getMaxOutputTokensAsString());
-
-        VoiceAgentRealtimeResponseBase stringResult = roundTrip("{\"max_output_tokens\":\"inf\"}");
-        assertEquals("inf", stringResult.getMaxOutputTokensAsString());
-        assertNull(stringResult.getMaxOutputTokensAsLong());
-    }
-
-    @Test
-    public void absentMaxOutputTokensReturnsNull() throws IOException {
-        VoiceAgentRealtimeResponseBase response
-            = UnionTypeSerializationTestUtils.deserialize("{}", VoiceAgentRealtimeResponseBase::fromJson);
-        assertNull(response.getMaxOutputTokensAsLong());
-        assertNull(response.getMaxOutputTokensAsString());
-    }
-
-    private VoiceAgentRealtimeResponseBase roundTrip(String json) throws IOException {
-        VoiceAgentRealtimeResponseBase value
-            = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentRealtimeResponseBase::fromJson);
-        String serialized = UnionTypeSerializationTestUtils.serialize(value);
-        assertTrue(serialized.contains("\"max_output_tokens\""));
-        return UnionTypeSerializationTestUtils.deserialize(serialized, VoiceAgentRealtimeResponseBase::fromJson);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseSerializationTests.java
index 2037a905ce558..31492ab706253 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseSerializationTests.java
@@ -8,13 +8,14 @@
 import java.io.IOException;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
 import static org.junit.jupiter.api.Assertions.assertNull;
 import static org.junit.jupiter.api.Assertions.assertTrue;
 
 public class VoiceAgentRealtimeResponseSerializationTests {
 
     @Test
-    public void shadowedMaxOutputTokensVariantsRoundTrip() throws IOException {
+    public void maxOutputTokensVariantsRoundTrip() throws IOException {
         VoiceAgentRealtimeResponse longResult = roundTrip("{\"max_output_tokens\":4096}");
         assertEquals(4096L, longResult.getMaxOutputTokensAsLong());
         assertNull(longResult.getMaxOutputTokensAsString());
@@ -32,6 +33,25 @@ public void absentMaxOutputTokensReturnsNull() throws IOException {
         assertNull(response.getMaxOutputTokensAsString());
     }
 
+    @Test
+    public void objectTypeRoundTripsUnderObjectWireName() throws IOException {
+        VoiceAgentRealtimeResponse response = UnionTypeSerializationTestUtils
+            .deserialize("{\"object\":\"realtime.response\"}", VoiceAgentRealtimeResponse::fromJson);
+        assertEquals(VoiceResponseObjectType.REALTIME_RESPONSE, response.getObjectType());
+
+        String serialized = UnionTypeSerializationTestUtils.serialize(response);
+        assertTrue(serialized.contains("\"object\":\"realtime.response\""));
+        assertFalse(serialized.contains("\"objectType\""));
+        assertEquals(response.getObjectType(),
+            UnionTypeSerializationTestUtils.deserialize(serialized, VoiceAgentRealtimeResponse::fromJson)
+                .getObjectType());
+        assertNull(
+            UnionTypeSerializationTestUtils.deserialize("{}", VoiceAgentRealtimeResponse::fromJson).getObjectType());
+        assertNull(
+            UnionTypeSerializationTestUtils.deserialize("{\"object\":null}", VoiceAgentRealtimeResponse::fromJson)
+                .getObjectType());
+    }
+
     private VoiceAgentRealtimeResponse roundTrip(String json) throws IOException {
         VoiceAgentRealtimeResponse value
             = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentRealtimeResponse::fromJson);
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseBaseSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseBaseSerializationTests.java
deleted file mode 100644
index 9c592294c2ce6..0000000000000
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseBaseSerializationTests.java
+++ /dev/null
@@ -1,40 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-
-package com.azure.ai.agents.models;
-
-import org.junit.jupiter.api.Test;
-
-import java.io.IOException;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNull;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-public class VoiceResponseBaseSerializationTests {
-
-    @Test
-    public void maxOutputTokensVariantsRoundTrip() throws IOException {
-        VoiceResponseBase longResult = roundTrip("{\"max_output_tokens\":4096}");
-        assertEquals(4096L, longResult.getMaxOutputTokensAsLong());
-        assertNull(longResult.getMaxOutputTokensAsString());
-
-        VoiceResponseBase stringResult = roundTrip("{\"max_output_tokens\":\"inf\"}");
-        assertEquals("inf", stringResult.getMaxOutputTokensAsString());
-        assertNull(stringResult.getMaxOutputTokensAsLong());
-    }
-
-    @Test
-    public void absentMaxOutputTokensReturnsNull() throws IOException {
-        VoiceResponseBase response = UnionTypeSerializationTestUtils.deserialize("{}", VoiceResponseBase::fromJson);
-        assertNull(response.getMaxOutputTokensAsLong());
-        assertNull(response.getMaxOutputTokensAsString());
-    }
-
-    private VoiceResponseBase roundTrip(String json) throws IOException {
-        VoiceResponseBase value = UnionTypeSerializationTestUtils.deserialize(json, VoiceResponseBase::fromJson);
-        String serialized = UnionTypeSerializationTestUtils.serialize(value);
-        assertTrue(serialized.contains("\"max_output_tokens\""));
-        return UnionTypeSerializationTestUtils.deserialize(serialized, VoiceResponseBase::fromJson);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseSerializationTests.java
index 73805854ccb58..37a4960ae79d7 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseSerializationTests.java
@@ -8,20 +8,19 @@
 import java.io.IOException;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
 import static org.junit.jupiter.api.Assertions.assertNull;
 import static org.junit.jupiter.api.Assertions.assertTrue;
 
 public class VoiceResponseSerializationTests {
 
     @Test
-    public void shadowedMaxOutputTokensVariantsRoundTrip() throws IOException {
-        VoiceResponse longResult
-            = roundTrip("{\"id\":\"response\",\"conversation_id\":\"conversation\",\"max_output_tokens\":4096}");
+    public void maxOutputTokensVariantsRoundTrip() throws IOException {
+        VoiceResponse longResult = roundTrip("{\"max_output_tokens\":4096}");
         assertEquals(4096L, longResult.getMaxOutputTokensAsLong());
         assertNull(longResult.getMaxOutputTokensAsString());
 
-        VoiceResponse stringResult
-            = roundTrip("{\"id\":\"response\",\"conversation_id\":\"conversation\",\"max_output_tokens\":\"inf\"}");
+        VoiceResponse stringResult = roundTrip("{\"max_output_tokens\":\"inf\"}");
         assertEquals("inf", stringResult.getMaxOutputTokensAsString());
         assertNull(stringResult.getMaxOutputTokensAsLong());
     }
@@ -34,6 +33,25 @@ public void absentMaxOutputTokensReturnsNull() throws IOException {
         assertNull(response.getMaxOutputTokensAsString());
     }
 
+    @Test
+    public void objectTypeRoundTripsUnderObjectWireName() throws IOException {
+        VoiceResponse response = UnionTypeSerializationTestUtils.deserialize(
+            "{\"id\":\"response\",\"conversation_id\":\"conversation\",\"object\":\"realtime.response\"}",
+            VoiceResponse::fromJson);
+        assertEquals(VoiceResponseObjectType.REALTIME_RESPONSE, response.getObjectType());
+        assertEquals("response", response.getId());
+        assertEquals("conversation", response.getConversationId());
+
+        String serialized = UnionTypeSerializationTestUtils.serialize(response);
+        assertTrue(serialized.contains("\"object\":\"realtime.response\""));
+        assertFalse(serialized.contains("\"objectType\""));
+        assertEquals(response.getObjectType(),
+            UnionTypeSerializationTestUtils.deserialize(serialized, VoiceResponse::fromJson).getObjectType());
+        assertNull(UnionTypeSerializationTestUtils.deserialize("{}", VoiceResponse::fromJson).getObjectType());
+        assertNull(
+            UnionTypeSerializationTestUtils.deserialize("{\"object\":null}", VoiceResponse::fromJson).getObjectType());
+    }
+
     private VoiceResponse roundTrip(String json) throws IOException {
         VoiceResponse value = UnionTypeSerializationTestUtils.deserialize(json, VoiceResponse::fromJson);
         String serialized = UnionTypeSerializationTestUtils.serialize(value);
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 8936a2f6fd6e0..0325a608658e2 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 040251f8f0685dfc8a9dfe42e85f494bf2d94d6f
+commit: 984af499034be2d021198bedc493ecdc2530409e
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index a826e13813aa2..3e371f2f13213 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"3585eace6647","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient":"Azure.AI.Projects.Beta.AgentInsightMonitors","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.beginCreateAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.beginCreateAgentInsightRunWithModel":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.cancelAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.cancelAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.createAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.createAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.deleteAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.deleteAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.getRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.getRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightWithResponse":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.listAgentInsightMonitors":"Azure.AI.Projects.AgentInsightMonitors.list","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.listAgentInsightRuns":"Azure.AI.Projects.AgentInsightMonitors.listRuns","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.listAgentInsights":"Azure.AI.Projects.AgentInsightMonitors.listInsights","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.resetAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.reset","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.resetAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.reset","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.updateInsight","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.update","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.update","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsightWithResponse":"Azure.AI.Projects.AgentInsightMonitors.updateInsight","com.azure.ai.projects.BetaAgentInsightMonitorsClient":"Azure.AI.Projects.Beta.AgentInsightMonitors","com.azure.ai.projects.BetaAgentInsightMonitorsClient.beginCreateAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.beginCreateAgentInsightRunWithModel":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.cancelAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.cancelAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.createAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsClient.createAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsClient.deleteAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsClient.deleteAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.getRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.getRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsightWithResponse":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsClient.listAgentInsightMonitors":"Azure.AI.Projects.AgentInsightMonitors.list","com.azure.ai.projects.BetaAgentInsightMonitorsClient.listAgentInsightRuns":"Azure.AI.Projects.AgentInsightMonitors.listRuns","com.azure.ai.projects.BetaAgentInsightMonitorsClient.listAgentInsights":"Azure.AI.Projects.AgentInsightMonitors.listInsights","com.azure.ai.projects.BetaAgentInsightMonitorsClient.resetAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.reset","com.azure.ai.projects.BetaAgentInsightMonitorsClient.resetAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.reset","com.azure.ai.projects.BetaAgentInsightMonitorsClient.updateAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.updateInsight","com.azure.ai.projects.BetaAgentInsightMonitorsClient.updateAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.update","com.azure.ai.projects.BetaAgentInsightMonitorsClient.updateAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.update","com.azure.ai.projects.BetaAgentInsightMonitorsClient.updateAgentInsightWithResponse":"Azure.AI.Projects.AgentInsightMonitors.updateInsight","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesAsyncClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient":"Azure.AI.Projects.Beta.EvaluationTaxonomies","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.createEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.create","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.deleteEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.delete","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.getEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.get","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.listEvaluationTaxonomies":"Azure.AI.Projects.EvaluationTaxonomies.list","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomy":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluationTaxonomiesClient.updateEvaluationTaxonomyWithResponse":"Azure.AI.Projects.EvaluationTaxonomies.update","com.azure.ai.projects.BetaEvaluatorsAsyncClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentials":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.getCredentialsWithResponse":"Azure.AI.Projects.Evaluators.getCredentials","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUpload":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsAsyncClient.startPendingUploadWithResponse":"Azure.AI.Projects.Evaluators.startPendingUpload","com.azure.ai.projects.BetaEvaluatorsClient":"Azure.AI.Projects.Beta.Evaluators","com.azure.ai.projects.BetaEvaluatorsClient.getCredentials":"Azure.AI.Projects.Evalua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\ No newline at end of file
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/java/com/azure/ai/projects/models/TracesEvaluatorGenerationJobSource.java","src/main/java/com/azure/ai/projects/models/TreatmentEffectType.java","src/main/java/com/azure/ai/projects/models/Trigger.java","src/main/java/com/azure/ai/projects/models/TriggerType.java","src/main/java/com/azure/ai/projects/models/UpdateModelVersionInput.java","src/main/java/com/azure/ai/projects/models/WeeklyRecurrenceSchedule.java","src/main/java/com/azure/ai/projects/models/package-info.java","src/main/java/com/azure/ai/projects/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 9f407863456d4..0165f08c49b1d 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 040251f8f0685dfc8a9dfe42e85f494bf2d94d6f
+commit: 0bfe00ed62b780c6d3c8da93c9b314728c3d283f
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From cbf08fd7064a0243171e77c9c078b2e9320cd55b Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Wed, 14 Oct 2026 15:16:58 -0700
Subject: [PATCH 08/29] Regen without mem snapshot (#50805)

---
 .../agents/models/HostedAgentDefinition.java  | 38 -------------------
 .../META-INF/azure-ai-agents_metadata.json    |  2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |  2 +-
 3 files changed, 2 insertions(+), 40 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
index 0eda15791f90e..bd8467c1ba4af 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
@@ -124,7 +124,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeJsonField("code_configuration", this.codeConfiguration);
         jsonWriter.writeJsonField("telemetry_config", this.telemetryConfig);
         jsonWriter.writeJsonField("session_configuration", this.sessionConfiguration);
-        jsonWriter.writeBooleanField("enable_memory_snapshot", this.enableMemorySnapshot);
         return jsonWriter.writeEndObject();
     }
 
@@ -150,7 +149,6 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             CodeConfiguration codeConfiguration = null;
             TelemetryConfig telemetryConfig = null;
             SessionConfiguration sessionConfiguration = null;
-            Boolean enableMemorySnapshot = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -174,8 +172,6 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
                     telemetryConfig = TelemetryConfig.fromJson(reader);
                 } else if ("session_configuration".equals(fieldName)) {
                     sessionConfiguration = SessionConfiguration.fromJson(reader);
-                } else if ("enable_memory_snapshot".equals(fieldName)) {
-                    enableMemorySnapshot = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -189,7 +185,6 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             deserializedHostedAgentDefinition.codeConfiguration = codeConfiguration;
             deserializedHostedAgentDefinition.telemetryConfig = telemetryConfig;
             deserializedHostedAgentDefinition.sessionConfiguration = sessionConfiguration;
-            deserializedHostedAgentDefinition.enableMemorySnapshot = enableMemorySnapshot;
             return deserializedHostedAgentDefinition;
         });
     }
@@ -355,37 +350,4 @@ public HostedAgentDefinition setSessionConfiguration(SessionConfiguration sessio
         this.sessionConfiguration = sessionConfiguration;
         return this;
     }
-
-    /*
-     * Whether this agent version uses memory snapshots. Sessions for a snapshot-enabled version start from a snapshot
-     * of the agent's initialized process rather than starting the process from its image. Defaults to false.
-     */
-    @Generated
-    private Boolean enableMemorySnapshot;
-
-    /**
-     * Get the enableMemorySnapshot property: Whether this agent version uses memory snapshots. Sessions for a
-     * snapshot-enabled version start from a snapshot of the agent's initialized process rather than starting the
-     * process from its image. Defaults to false.
-     *
-     * @return the enableMemorySnapshot value.
-     */
-    @Generated
-    public Boolean isEnableMemorySnapshot() {
-        return this.enableMemorySnapshot;
-    }
-
-    /**
-     * Set the enableMemorySnapshot property: Whether this agent version uses memory snapshots. Sessions for a
-     * snapshot-enabled version start from a snapshot of the agent's initialized process rather than starting the
-     * process from its image. Defaults to false.
-     *
-     * @param enableMemorySnapshot the enableMemorySnapshot value to set.
-     * @return the HostedAgentDefinition object itself.
-     */
-    @Generated
-    public HostedAgentDefinition setEnableMemorySnapshot(Boolean enableMemorySnapshot) {
-        this.enableMemorySnapshot = enableMemorySnapshot;
-        return this;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 258fce868bb62..7aa46ff2f8e1f 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"da8670faffc9","crossLanguageDefinitions":{"com.azure.ai.agents.AgentsAsyncClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsAsyncClient.beginCreateOptimizationJob":"Azure.AI.Projects.AgentOptimizationJobs.create","com.azure.ai.agents.AgentsAsyncClient.beginCreateOptimizationJobWithModel":"Azure.AI.Projects.AgentOptimizationJobs.create","com.azure.ai.agents.AgentsAsyncClient.cancelOptimizationJob":"Azure.AI.Projects.AgentOptimizationJobs.cancel","com.azure.ai.agents.AgentsAsyncClient.cancelOptimizationJobWithResponse":"Azure.AI.Projects.AgentOptimizationJobs.cancel","com.azure.ai.agents.AgentsAsyncClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCodeWithResponseInternal":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCodeWithResponseInternal":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.deleteOptimizationJob":"Azure.AI.Projects.AgentOptimizationJobs.delete","com.azure.ai.agents.AgentsAsyncClient.deleteOptimizationJobWithResponse":"Azure.AI.Projects.AgentOptimizationJobs.delete","com.azure.ai.agents.AgentsAsyncClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.estimateOptimizationJob":"Azure.AI.Projects.AgentOptimizationJobs.estimate","com.azure.ai.agents.AgentsAsyncClient.estimateOptimizationJobWithResponse":"Azure.AI.Projects.AgentOptimizationJobs.estimate","com.azure.ai.agents.AgentsAsyncClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getMicrosoft365AppPackage":"Azure.AI.Projects.Microsoft365Publishing.getMicrosoft365AppPackage","com.azure.ai.agents.AgentsAsyncClient.getMicrosoft365AppPackageWithResponse":"Azure.AI.Projects.Microsoft365Publishing.getMicrosoft365AppPackage","com.azure.ai.agents.AgentsAsyncClient.getMicrosoft365PublishDefaults":"Azure.AI.Projects.Microsoft365Publishing.getMicrosoft365PublishDefaults","com.azure.ai.agents.AgentsAsyncClient.getMicrosoft3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,"src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceIds.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 0325a608658e2..cb0f17d781734 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 984af499034be2d021198bedc493ecdc2530409e
+commit: 5b55ea4d7c1a18676f3f84011aef76f45a535393
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From 648f2d063985212d52a9719a3b750679414f6843 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Fri, 16 Oct 2026 13:13:15 -0700
Subject: [PATCH 09/29] Implement Tracing (#50743)

* Add GenAI tracing POC for azure-ai-agents createAgentVersion

Proof of concept re-implementing agent tracing the azure-core way, modeled on
azure-ai-inference's ChatCompletionClientTracer:

- New implementation.telemetry.AgentsClientTracer emits OpenTelemetry GenAI
  semantic-convention spans for createAgentVersion (sync + async).
- Per-client Tracer built by AgentsClientBuilder from
  ClientOptions.getTracingOptions() via TracerProvider (no global static state,
  no public opt-in API).
- Content gated by AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED (off by default).
- Library version sourced from azure-ai-agents.properties (not hardcoded).
- Endpoint injected via constructor (immutable), consistent across clients.
- Unit tests use an in-memory OpenTelemetry SDK; assert span attributes, content
  gating, and error propagation without swallowing exceptions.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Expand GenAI tracing POC to feature parity with PR #49434

Port the full tracing feature set from PR #49434 into the idiomatic per-client
architecture (implementation.telemetry), keeping features close to the original
while fixing the repo best-practice issues:

Telemetry engine (per-client, no global static):
- GenAiInstrumentation holds the azure-core Tracer + Meter (built by the builder
  from ClientOptions tracing/metrics options), content flag, host/port, and the
  GenAI duration/token histograms.
- GenAiTracingScope is a per-op span with the close()/nanoTime metric bugs fixed.
- GenAiMessageFormatter gates content via a parameter (formatToolCallOutput fixed).

Coverage:
- create_agent (prompt/hosted/workflow attributes, gen_ai.agent.workflow event,
  agent id/version enrichment) - sync + async.
- chat / invoke_agent response tracing - sync + streaming (TracedStreamIterable +
  ResponseAccumulator), with model/token/message/finish-reason/conversation attrs
  and gen_ai.workflow.action events.
- create_conversation span.
- Metrics: gen_ai.client.operation.duration and gen_ai.client.token.usage.
- Content gated by AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED (off by default).

Also: GenAiAgentTracingTest + GenAiMessageFormatterTest (14 tests, in-memory OTel,
no exception swallowing); TracingSample + CI-verified README snippet; CHANGELOG.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Add async response tracing, port tracing samples, add TRACING_NOTES.md

- ResponsesAsyncClient: trace createAzureResponse (Mono) and
  createStreamingAzureResponse (Flux) via new GenAiResponseTracing async methods
  (Mono/Flux.usingWhen); add createConversation/deleteConversation.
- GenAiResponseTracing: add traceResponseAsync + traceStreamingResponseAsync,
  share request-attribute extraction (ResponseSpanParams/startResponseScope), and
  reuse recordResponseAttributes for both sync-streaming and async-streaming
  finalization (TracedStreamIterable simplified).
- Samples: port TracingConsoleSample and TracingAzureMonitorSample to the
  idiomatic API - no enableGenAiTracing()/disableGenAiTracing() opt-in; tracing
  activates from the configured OpenTelemetry. Added test-scope deps
  (opentelemetry-exporter-logging, opentelemetry-sdk-extension-autoconfigure,
  azure-monitor-opentelemetry-autoconfigure).
- TRACING_NOTES.md: document design decisions and open questions - toggle vs
  config-driven activation, customized-generated-methods vs traced* variants vs
  codegen-customization weaving, async HTTP-span parenting, gen_ai.system vs
  provider.name, metrics/response-path test gaps, and more.

Validated: compile (Java 8 + 21), 14 telemetry tests, 0 checkstyle violations,
samples test-compile.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* restored changelog entries for tracing

* Created roadmap.md

* Added ADR document

* Add GenAI tracing for current agents APIs

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Copilot-Session: c2d020f5-af8b-42f8-8fe6-0b79451e6a29

* Replace tracing ADR with parity gap tracker

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Copilot-Session: c2d020f5-af8b-42f8-8fe6-0b79451e6a29

* Align GenAI tracing with Python telemetry

Add Python-compatible feature gates, metrics, raw response tracing, and raw stream lifecycle coverage.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Copilot-Session: c2d020f5-af8b-42f8-8fe6-0b79451e6a29

* Harden GenAI event serialization

Use azure-json for structured telemetry attributes, expand SDK-local fixture and edge-case coverage, and clarify Python propagation parity.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Copilot-Session: c2d020f5-af8b-42f8-8fe6-0b79451e6a29

* fix bad merges

* clean regen

* Cleanup tracing (#50764)

* use azure core uuid

* check enabled before build attributes

* style

* remove dev artifacts

* cspell

* fix links

* bump dependencies

* fix token fetch

* Remove conversation wrapper ops (#50808)

* bump projects dependency to match agents

---------

Co-authored-by: Jose Alvarez <josealvar@microsoft.com>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: c2d020f5-af8b-42f8-8fe6-0b79451e6a29
---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |   7 +
 sdk/ai/azure-ai-agents/README.md              |  38 +
 sdk/ai/azure-ai-agents/pom.xml                |  49 ++
 .../azure/ai/agents/AgentsAsyncClient.java    |  33 +-
 .../com/azure/ai/agents/AgentsClient.java     |  29 +-
 .../azure/ai/agents/AgentsClientBuilder.java  |  71 +-
 .../azure/ai/agents/ResponsesAsyncClient.java |  47 +-
 .../com/azure/ai/agents/ResponsesClient.java  |  47 +-
 .../implementation/OpenAIJsonHelper.java      |  59 ++
 .../implementation/http/HttpClientHelper.java |  41 +-
 .../http/OpenAITracingContextBridge.java      |  62 ++
 .../telemetry/GenAiAgentTracing.java          | 185 ++++
 .../telemetry/GenAiConstants.java             |  95 +++
 .../telemetry/GenAiInstrumentation.java       | 196 +++++
 .../telemetry/GenAiMessageFormatter.java      | 166 ++++
 .../telemetry/GenAiResponseTracing.java       | 794 ++++++++++++++++++
 .../telemetry/GenAiTracingScope.java          | 241 ++++++
 .../telemetry/TracedRawStreamingResponse.java | 169 ++++
 .../telemetry/TracedStreamIterable.java       | 112 +++
 .../ai/agents/TracingAzureMonitorSample.java  |  98 +++
 .../azure/ai/agents/TracingConsoleSample.java |  87 ++
 .../com/azure/ai/agents/TracingSample.java    |  49 ++
 .../http/HttpClientHelperTests.java           |  36 +
 .../telemetry/GenAiAgentTracingTest.java      | 279 ++++++
 .../telemetry/GenAiMessageFormatterTest.java  | 143 ++++
 .../telemetry/GenAiMetricsTest.java           | 124 +++
 .../telemetry/GenAiResponseTracingTest.java   | 418 +++++++++
 sdk/ai/azure-ai-projects/pom.xml              |   2 +-
 sdk/ai/cspell.yml                             |   1 +
 29 files changed, 3614 insertions(+), 64 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/http/OpenAITracingContextBridge.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiAgentTracing.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiConstants.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiInstrumentation.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiMessageFormatter.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiResponseTracing.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiTracingScope.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/TracedRawStreamingResponse.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/TracedStreamIterable.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingAzureMonitorSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingConsoleSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiAgentTracingTest.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiMessageFormatterTest.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiMetricsTest.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiResponseTracingTest.java

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 72dfd8bf40028..19fab8b58a958 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -2,6 +2,13 @@
 
 ## 2.8.0-beta.1 (Unreleased)
 
+- Added experimental OpenTelemetry GenAI tracing for agent and response operations, following the OpenTelemetry GenAI semantic conventions. Set `AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true` to enable the experimental instrumentation; there is no programmatic opt-in call or process-global mutable state. Tracing/metrics are configured per client through `AgentsClientBuilder.clientOptions(...)` (`TracingOptions` / `MetricsOptions`), and message/agent content is only captured when `OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true` (off by default). The former `AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED` setting remains a compatibility fallback. Coverage:
+    - All current `AgentsClient.createAgentVersion` / `AgentsAsyncClient.createAgentVersion` convenience overloads — `create_agent` spans with prompt/hosted agent attributes and the created agent id/version. Retiring workflow-agent telemetry is intentionally excluded.
+    - `ResponsesClient.createAzureResponse` and `createStreamingAzureResponse`, including their asynchronous equivalents — `chat` / `invoke_agent` spans with request/response model, token usage, input/output messages, finish reasons, and conversation id (streaming spans stay open until completion, error, cancellation, or explicit close).
+    - Raw-response create and streaming protocol methods, including synchronous and asynchronous lifecycle handling and direct HTTP parenting.
+    - `ResponsesClient.createConversation` and `ResponsesAsyncClient.createConversation` — `create_conversation` spans that surround the service call and record its result or failure.
+    - Metrics: `gen_ai.client.operation.duration` and `gen_ai.client.token.usage`.
+
 ### Features Added
 
 ### Breaking Changes
diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index ef1b417e57f1d..1bf24482a1cc7 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -1115,6 +1115,44 @@ If there are significant differences, API calls may fail due to incompatibility.
 
 Always ensure that the chosen API version is fully supported and operational for your specific use case and that it aligns with the service's versioning policy.
 
+## Tracing
+
+`azure-ai-agents` emits experimental [OpenTelemetry GenAI](https://opentelemetry.io/docs/specs/semconv/gen-ai/) spans
+and metrics for agent creation, response (`chat` / `invoke_agent`) and conversation operations. To use this
+experimental feature, set `AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true` and configure an OpenTelemetry implementation
+for the client through `ClientOptions` or globally. There is no programmatic opt-in call or process-global mutable
+tracing state. Customer-controlled prompts, responses, messages, instructions, function arguments, tool results, and
+equivalent agent content are omitted unless you also set
+`OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true`. Review your privacy requirements before enabling content
+recording. The former `AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED` setting remains available as a compatibility
+fallback when the OpenTelemetry setting is absent.
+
+Typed and raw-response methods are covered, including synchronous and
+asynchronous streaming. Streaming spans remain open until the stream completes,
+fails, is cancelled, or is explicitly closed.
+
+```java com.azure.ai.agents.tracing
+// Configure any OpenTelemetry SDK (exporters, sampling, etc.) and pass it through ClientOptions. The client
+// then emits GenAI spans (create_agent, chat / invoke_agent, create_conversation) and metrics automatically.
+OpenTelemetrySdk openTelemetry = OpenTelemetrySdk.builder().build();
+AgentsClient agentsClient = new AgentsClientBuilder().endpoint(endpoint)
+    .credential(new DefaultAzureCredentialBuilder().build())
+    .clientOptions(new ClientOptions()
+        .setTracingOptions(new OpenTelemetryTracingOptions().setOpenTelemetry(openTelemetry)))
+    .buildAgentsClient();
+
+AgentDefinition definition
+    = new PromptAgentDefinition("gpt-4o").setInstructions("You are a helpful assistant.");
+AgentVersionDetails agent = agentsClient.createAgentVersion("my-agent", definition);
+System.out.printf("Created agent %s (traced).%n", agent.getName());
+```
+
+See [`TracingSample.java`](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingSample.java) for a runnable example.
+To inspect exported traces in the Foundry tracing UI, connect the Foundry project to an Application Insights resource
+and configure an Azure Monitor OpenTelemetry exporter. See
+[`TracingAzureMonitorSample.java`](https://github.com/Azure/azure-sdk-for-java/tree/main/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingAzureMonitorSample.java) for the exporter
+setup.
+
 ## Troubleshooting
 
 ### Enable client logging
diff --git a/sdk/ai/azure-ai-agents/pom.xml b/sdk/ai/azure-ai-agents/pom.xml
index d35dcf69ec983..9f79bbf326801 100644
--- a/sdk/ai/azure-ai-agents/pom.xml
+++ b/sdk/ai/azure-ai-agents/pom.xml
@@ -51,6 +51,8 @@
       --add-reads com.azure.ai.agents=java.desktop
       --add-exports com.azure.core/com.azure.core.implementation.util=ALL-UNNAMED
       --add-opens com.azure.core/com.azure.core.implementation.util=ALL-UNNAMED
+      --add-reads com.azure.ai.agents=com.azure.core.tracing.opentelemetry
+      --add-reads com.azure.ai.agents=com.azure.core.metrics.opentelemetry
     </javaModulesSurefireArgLine>
   </properties>
   <dependencies>
@@ -65,6 +67,11 @@
       <artifactId>azure-core</artifactId>
       <version>1.61.0-beta.1</version> <!-- {x-version-update;unreleased_com.azure:azure-core;dependency} -->
     </dependency>
+    <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-json</artifactId>
+      <version>1.5.1</version> <!-- {x-version-update;com.azure:azure-json;dependency} -->
+    </dependency>
     <dependency>
       <groupId>com.azure</groupId>
       <artifactId>azure-core-http-netty</artifactId>
@@ -136,6 +143,48 @@
       <version>1.27.0-beta.20</version> <!-- {x-version-update;unreleased_com.azure:azure-core-test;dependency} -->
       <scope>test</scope>
     </dependency>
+    <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-core-tracing-opentelemetry</artifactId>
+      <version>1.0.0-beta.67</version> <!-- {x-version-update;com.azure:azure-core-tracing-opentelemetry;dependency} -->
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-core-metrics-opentelemetry</artifactId>
+      <version>1.0.0-beta.40</version> <!-- {x-version-update;com.azure:azure-core-metrics-opentelemetry;dependency} -->
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>io.opentelemetry</groupId>
+      <artifactId>opentelemetry-sdk</artifactId>
+      <version>1.65.0</version> <!-- {x-version-update;io.opentelemetry:opentelemetry-sdk;external_dependency} -->
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>io.opentelemetry</groupId>
+      <artifactId>opentelemetry-sdk-testing</artifactId>
+      <version>1.65.0</version> <!-- {x-version-update;io.opentelemetry:opentelemetry-sdk-testing;external_dependency} -->
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>io.opentelemetry</groupId>
+      <artifactId>opentelemetry-exporter-logging</artifactId>
+      <version>1.65.0</version> <!-- {x-version-update;io.opentelemetry:opentelemetry-exporter-logging;external_dependency} -->
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>io.opentelemetry</groupId>
+      <artifactId>opentelemetry-sdk-extension-autoconfigure</artifactId>
+      <version>1.65.0</version> <!-- {x-version-update;io.opentelemetry:opentelemetry-sdk-extension-autoconfigure;external_dependency} -->
+      <scope>test</scope>
+    </dependency>
+    <dependency>
+      <groupId>com.azure</groupId>
+      <artifactId>azure-monitor-opentelemetry-autoconfigure</artifactId>
+      <version>1.8.0</version> <!-- {x-version-update;com.azure:azure-monitor-opentelemetry-autoconfigure;dependency} -->
+      <scope>test</scope>
+    </dependency>
 
   </dependencies>
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
index dc725a93db444..9b5a7fa44bc6c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsAsyncClient.java
@@ -18,6 +18,7 @@
 import com.azure.ai.agents.implementation.models.PublishAgentToMicrosoft365Request;
 import com.azure.ai.agents.implementation.models.UpdateAgentFromManifestRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentRequest;
+import com.azure.ai.agents.implementation.telemetry.GenAiAgentTracing;
 import com.azure.ai.agents.implementation.utils.FileUtils;
 import com.azure.ai.agents.models.AgentBlueprintReference;
 import com.azure.ai.agents.models.AgentDefinition;
@@ -83,6 +84,8 @@ public final class AgentsAsyncClient {
     @Generated
     private final AgentsImpl serviceClient;
 
+    private final GenAiAgentTracing tracer;
+
     /**
      * Get an agent
      *
@@ -1029,10 +1032,11 @@ Mono<AgentDetails> updateAgent(String agentName, AgentDefinition definition) {
      * Initializes an instance of AgentsAsyncClient class.
      *
      * @param serviceClient the service client implementation.
+     * @param tracer the tracer used to emit GenAI spans for agent operations.
      */
-    @Generated
-    AgentsAsyncClient(AgentsImpl serviceClient) {
+    AgentsAsyncClient(AgentsImpl serviceClient, GenAiAgentTracing tracer) {
         this.serviceClient = serviceClient;
+        this.tracer = tracer;
     }
 
     /**
@@ -2281,9 +2285,10 @@ public Mono<AgentVersionDetails> createAgentVersion(String agentName, AgentDefin
         RequestOptions requestOptions = new RequestOptions();
         CreateAgentVersionRequest createAgentVersionRequestObj = new CreateAgentVersionRequest(definition);
         BinaryData createAgentVersionRequest = BinaryData.fromObject(createAgentVersionRequestObj);
-        return createAgentVersionWithResponse(agentName, createAgentVersionRequest, requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class));
+        return tracer.traceCreateAgentVersionAsync(agentName, definition,
+            (request, options) -> createAgentVersionWithResponse(agentName, request, options).flatMap(FluxUtil::toMono)
+                .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class)),
+            createAgentVersionRequest, requestOptions);
     }
 
     /**
@@ -2312,14 +2317,15 @@ public Mono<AgentVersionDetails> createAgentVersion(String agentName, AgentDefin
     @ServiceMethod(returns = ReturnType.SINGLE)
     public Mono<AgentVersionDetails> createAgentVersion(String agentName, AgentDefinition definition,
         Map<String, String> metadata, String description) {
-        // Generated convenience method for createAgentVersionWithResponse
+        // Customized convenience method for createAgentVersionWithResponse (removed @Generated to add tracing).
         RequestOptions requestOptions = new RequestOptions();
         CreateAgentVersionRequest createAgentVersionRequestObj
             = new CreateAgentVersionRequest(definition).setMetadata(metadata).setDescription(description);
         BinaryData createAgentVersionRequest = BinaryData.fromObject(createAgentVersionRequestObj);
-        return createAgentVersionWithResponse(agentName, createAgentVersionRequest, requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class));
+        return tracer.traceCreateAgentVersionAsync(agentName, definition,
+            (request, options) -> createAgentVersionWithResponse(agentName, request, options).flatMap(FluxUtil::toMono)
+                .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class)),
+            createAgentVersionRequest, requestOptions);
     }
 
     /**
@@ -2342,12 +2348,13 @@ public Mono<AgentVersionDetails> createAgentVersion(String agentName, AgentDefin
     @ServiceMethod(returns = ReturnType.SINGLE)
     public Mono<AgentVersionDetails> createAgentVersion(String agentName,
         CreateAgentVersionInput createAgentVersionInput) {
-        // Generated convenience method for createAgentVersionWithResponse
+        // Customized convenience method for createAgentVersionWithResponse (removed @Generated to add tracing).
         RequestOptions requestOptions = new RequestOptions();
         BinaryData createAgentVersionRequest = BinaryData.fromObject(createAgentVersionInput);
-        return createAgentVersionWithResponse(agentName, createAgentVersionRequest, requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class));
+        return tracer.traceCreateAgentVersionAsync(agentName, createAgentVersionInput.getDefinition(),
+            (request, options) -> createAgentVersionWithResponse(agentName, request, options).flatMap(FluxUtil::toMono)
+                .map(protocolMethodData -> protocolMethodData.toObject(AgentVersionDetails.class)),
+            createAgentVersionRequest, requestOptions);
     }
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
index bf66e9e5f533b..899ba4931daac 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClient.java
@@ -18,6 +18,7 @@
 import com.azure.ai.agents.implementation.models.PublishAgentToMicrosoft365Request;
 import com.azure.ai.agents.implementation.models.UpdateAgentFromManifestRequest;
 import com.azure.ai.agents.implementation.models.UpdateAgentRequest;
+import com.azure.ai.agents.implementation.telemetry.GenAiAgentTracing;
 import com.azure.ai.agents.implementation.utils.FileUtils;
 import com.azure.ai.agents.models.AgentBlueprintReference;
 import com.azure.ai.agents.models.AgentDefinition;
@@ -80,6 +81,8 @@ public final class AgentsClient {
     @Generated
     private final AgentsImpl serviceClient;
 
+    private final GenAiAgentTracing tracer;
+
     /**
      * Get an agent
      *
@@ -985,10 +988,11 @@ AgentDetails updateAgent(String agentName, AgentDefinition definition) {
      * Initializes an instance of AgentsClient class.
      *
      * @param serviceClient the service client implementation.
+     * @param tracer the tracer used to emit GenAI spans for agent operations.
      */
-    @Generated
-    AgentsClient(AgentsImpl serviceClient) {
+    AgentsClient(AgentsImpl serviceClient, GenAiAgentTracing tracer) {
         this.serviceClient = serviceClient;
+        this.tracer = tracer;
     }
 
     /**
@@ -2187,8 +2191,10 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
         RequestOptions requestOptions = new RequestOptions();
         CreateAgentVersionRequest createAgentVersionRequestObj = new CreateAgentVersionRequest(definition);
         BinaryData createAgentVersionRequest = BinaryData.fromObject(createAgentVersionRequestObj);
-        return createAgentVersionWithResponse(agentName, createAgentVersionRequest, requestOptions).getValue()
-            .toObject(AgentVersionDetails.class);
+        return tracer.traceCreateAgentVersion(agentName, definition,
+            (request, options) -> createAgentVersionWithResponse(agentName, request, options).getValue()
+                .toObject(AgentVersionDetails.class),
+            createAgentVersionRequest, requestOptions);
     }
 
     /**
@@ -2217,13 +2223,15 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
     @ServiceMethod(returns = ReturnType.SINGLE)
     public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition definition,
         Map<String, String> metadata, String description) {
-        // Generated convenience method for createAgentVersionWithResponse
+        // Customized convenience method for createAgentVersionWithResponse (removed @Generated to add tracing).
         RequestOptions requestOptions = new RequestOptions();
         CreateAgentVersionRequest createAgentVersionRequestObj
             = new CreateAgentVersionRequest(definition).setMetadata(metadata).setDescription(description);
         BinaryData createAgentVersionRequest = BinaryData.fromObject(createAgentVersionRequestObj);
-        return createAgentVersionWithResponse(agentName, createAgentVersionRequest, requestOptions).getValue()
-            .toObject(AgentVersionDetails.class);
+        return tracer.traceCreateAgentVersion(agentName, definition,
+            (request, options) -> createAgentVersionWithResponse(agentName, request, options).getValue()
+                .toObject(AgentVersionDetails.class),
+            createAgentVersionRequest, requestOptions);
     }
 
     /**
@@ -2245,10 +2253,13 @@ public AgentVersionDetails createAgentVersion(String agentName, AgentDefinition
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
     public AgentVersionDetails createAgentVersion(String agentName, CreateAgentVersionInput createAgentVersionInput) {
+        // Customized convenience method for createAgentVersionWithResponse (removed @Generated to add tracing).
         RequestOptions requestOptions = new RequestOptions();
         BinaryData createAgentVersionRequest = BinaryData.fromObject(createAgentVersionInput);
-        return createAgentVersionWithResponse(agentName, createAgentVersionRequest, requestOptions).getValue()
-            .toObject(AgentVersionDetails.class);
+        return tracer.traceCreateAgentVersion(agentName, createAgentVersionInput.getDefinition(),
+            (request, options) -> createAgentVersionWithResponse(agentName, request, options).getValue()
+                .toObject(AgentVersionDetails.class),
+            createAgentVersionRequest, requestOptions);
     }
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
index c113a9fc84c25..c31bb48920f9a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
@@ -6,9 +6,13 @@
 import com.azure.ai.agents.implementation.AgentsClientImpl;
 import com.azure.ai.agents.implementation.http.FoundryPolicyHelper;
 import com.azure.ai.agents.implementation.http.HttpClientHelper;
+import com.azure.ai.agents.implementation.http.OpenAITracingContextBridge;
 import com.azure.ai.agents.implementation.models.AgentDefinitionOptInKeys;
 import com.azure.ai.agents.implementation.models.FoundryFeaturesOptInKeys;
 import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketClientConfiguration;
+import com.azure.ai.agents.implementation.telemetry.GenAiAgentTracing;
+import com.azure.ai.agents.implementation.telemetry.GenAiInstrumentation;
+import com.azure.ai.agents.implementation.telemetry.GenAiResponseTracing;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.ServiceClientBuilder;
@@ -388,12 +392,21 @@ private HttpPipeline resolvePipeline(String foundryFeatures) {
     }
 
     private com.openai.core.http.HttpClient createOpenAIHttpClient(String foundryFeatures) {
+        return HttpClientHelper.mapToOpenAIHttpClient(resolveOpenAIHttpPipeline(foundryFeatures));
+    }
+
+    private HttpPipeline resolveOpenAIHttpPipeline(String foundryFeatures) {
         HttpPipeline localPipeline = resolvePipeline(foundryFeatures);
         if (pipeline != null && tokenCredential != null) {
             localPipeline = FoundryPolicyHelper.prependPolicy(localPipeline,
                 new BearerTokenAuthenticationPolicy(tokenCredential, DEFAULT_SCOPES));
         }
-        return HttpClientHelper.mapToOpenAIHttpClient(localPipeline);
+        return localPipeline;
+    }
+
+    private com.openai.core.http.HttpClient createOpenAIHttpClient(String foundryFeatures,
+        OpenAITracingContextBridge contextBridge) {
+        return HttpClientHelper.mapToOpenAIHttpClient(resolveOpenAIHttpPipeline(foundryFeatures), contextBridge);
     }
 
     /**
@@ -402,8 +415,12 @@ private com.openai.core.http.HttpClient createOpenAIHttpClient(String foundryFea
      * @return an instance of ResponsesClient
      */
     public ResponsesClient buildResponsesClient() {
-        return new ResponsesClient(getOpenAIClientBuilder(null).build()
-            .withOptions(optionBuilder -> optionBuilder.httpClient(createOpenAIHttpClient(null))));
+        final com.azure.core.util.tracing.Tracer tracer = createTracer();
+        final OpenAITracingContextBridge contextBridge = new OpenAITracingContextBridge();
+        return new ResponsesClient(
+            getOpenAIClientBuilder(null).build()
+                .withOptions(optionBuilder -> optionBuilder.httpClient(createOpenAIHttpClient(null, contextBridge))),
+            new GenAiResponseTracing(createInstrumentation(tracer), contextBridge));
     }
 
     /**
@@ -412,8 +429,12 @@ public ResponsesClient buildResponsesClient() {
      * @return an instance of ResponsesAsyncClient
      */
     public ResponsesAsyncClient buildResponsesAsyncClient() {
-        return new ResponsesAsyncClient(getOpenAIAsyncClientBuilder(null).build()
-            .withOptions(optionBuilder -> optionBuilder.httpClient(createOpenAIHttpClient(null))));
+        final com.azure.core.util.tracing.Tracer tracer = createTracer();
+        final OpenAITracingContextBridge contextBridge = new OpenAITracingContextBridge();
+        return new ResponsesAsyncClient(
+            getOpenAIAsyncClientBuilder(null).build()
+                .withOptions(optionBuilder -> optionBuilder.httpClient(createOpenAIHttpClient(null, contextBridge))),
+            new GenAiResponseTracing(createInstrumentation(tracer), contextBridge));
     }
 
     /**
@@ -524,7 +545,8 @@ private OpenAIOkHttpClientAsync.Builder getOpenAIAsyncClientBuilder(String agent
      * @return an instance of AgentsAsyncClient.
      */
     public AgentsAsyncClient buildAgentsAsyncClient() {
-        return new AgentsAsyncClient(buildInnerClient(allowPreview ? AGENT_PREVIEW_FEATURES : null).getAgents());
+        return new AgentsAsyncClient(buildInnerClient(allowPreview ? AGENT_PREVIEW_FEATURES : null).getAgents(),
+            new GenAiAgentTracing(createInstrumentation()));
     }
 
     /**
@@ -533,7 +555,42 @@ public AgentsAsyncClient buildAgentsAsyncClient() {
      * @return an instance of AgentsClient.
      */
     public AgentsClient buildAgentsClient() {
-        return new AgentsClient(buildInnerClient(allowPreview ? AGENT_PREVIEW_FEATURES : null).getAgents());
+        return new AgentsClient(buildInnerClient(allowPreview ? AGENT_PREVIEW_FEATURES : null).getAgents(),
+            new GenAiAgentTracing(createInstrumentation()));
+    }
+
+    /**
+     * Builds the azure-core {@link com.azure.core.util.tracing.Tracer} for the agents clients from the configured
+     * {@link ClientOptions#getTracingOptions()}. The tracer is a no-op unless an OpenTelemetry implementation is
+     * present and tracing is enabled for the process.
+     *
+     * @return the tracer instance.
+     */
+    private com.azure.core.util.tracing.Tracer createTracer() {
+        final String clientName = PROPERTIES.getOrDefault(SDK_NAME, "UnknownName");
+        final String clientVersion = PROPERTIES.getOrDefault(SDK_VERSION, "UnknownVersion");
+        final com.azure.core.util.LibraryTelemetryOptions telemetryOptions
+            = new com.azure.core.util.LibraryTelemetryOptions(clientName).setLibraryVersion(clientVersion)
+                .setResourceProviderNamespace("Microsoft.CognitiveServices")
+                .setSchemaUrl(GenAiInstrumentation.OTEL_SCHEMA_URL);
+        final com.azure.core.util.TracingOptions tracingOptions
+            = this.clientOptions == null ? null : this.clientOptions.getTracingOptions();
+        return com.azure.core.util.tracing.TracerProvider.getDefaultProvider()
+            .createTracer(telemetryOptions, tracingOptions);
+    }
+
+    private GenAiInstrumentation createInstrumentation() {
+        return createInstrumentation(createTracer());
+    }
+
+    private GenAiInstrumentation createInstrumentation(com.azure.core.util.tracing.Tracer tracer) {
+        final String clientName = PROPERTIES.getOrDefault(SDK_NAME, "UnknownName");
+        final String clientVersion = PROPERTIES.getOrDefault(SDK_VERSION, "UnknownVersion");
+        final com.azure.core.util.MetricsOptions metricsOptions
+            = this.clientOptions == null ? null : this.clientOptions.getMetricsOptions();
+        final com.azure.core.util.metrics.Meter meter = com.azure.core.util.metrics.MeterProvider.getDefaultProvider()
+            .createMeter(clientName, clientVersion, metricsOptions);
+        return new GenAiInstrumentation(this.endpoint, this.configuration, tracer, meter);
     }
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ResponsesAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ResponsesAsyncClient.java
index 16ada87bfcb37..f04769b3fc513 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ResponsesAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ResponsesAsyncClient.java
@@ -5,6 +5,7 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.implementation.telemetry.GenAiResponseTracing;
 import com.azure.ai.agents.models.AzureCreateResponseOptions;
 import com.azure.ai.agents.util.StreamingResponseUtils;
 import com.azure.core.annotation.ReturnType;
@@ -32,14 +33,17 @@
 @ServiceClient(builder = AgentsClientBuilder.class, isAsync = true)
 public final class ResponsesAsyncClient {
     private final ResponseServiceAsync responseServiceAsync;
+    private final GenAiResponseTracing tracer;
 
     /**
      * Initializes an instance of ResponsesAsyncClient class using the official OpenAI client library.
      *
      * @param openAIClientAsync the OpenAI async client.
+     * @param tracer the tracer used to emit GenAI spans for response operations.
      */
-    ResponsesAsyncClient(OpenAIClientAsync openAIClientAsync) {
+    ResponsesAsyncClient(OpenAIClientAsync openAIClientAsync, GenAiResponseTracing tracer) {
         this.responseServiceAsync = openAIClientAsync.responses();
+        this.tracer = tracer;
     }
 
     /**
@@ -67,7 +71,14 @@ public Mono<Response> createAzureResponse(AzureCreateResponseOptions createRespo
 
         Map<String, JsonValue> additionalBodyProperties = OpenAIJsonHelper.toJsonValueMap(createResponse);
         params.additionalBodyProperties(additionalBodyProperties);
-        return Mono.fromFuture(this.responseServiceAsync.create(params.build()));
+
+        if (!tracer.isEnabled()) {
+            return Mono.fromFuture(this.responseServiceAsync.create(params.build()));
+        }
+
+        ResponseCreateParams builtParams = params.build();
+        return tracer.traceResponseAsync(createResponse, builtParams,
+            tracedParams -> Mono.fromFuture(this.responseServiceAsync.create(tracedParams)));
     }
 
     /**
@@ -86,7 +97,14 @@ public Flux<ResponseStreamEvent> createStreamingAzureResponse(AzureCreateRespons
 
         Map<String, JsonValue> additionalBodyProperties = OpenAIJsonHelper.toJsonValueMap(createResponse);
         params.additionalBodyProperties(additionalBodyProperties);
-        return StreamingResponseUtils.toFlux(this.responseServiceAsync.createStreaming(params.build()));
+
+        if (!tracer.isEnabled()) {
+            return StreamingResponseUtils.toFlux(this.responseServiceAsync.createStreaming(params.build()));
+        }
+
+        ResponseCreateParams builtParams = params.build();
+        return tracer.traceStreamingResponseAsync(createResponse, builtParams,
+            tracedParams -> StreamingResponseUtils.toFlux(this.responseServiceAsync.createStreaming(tracedParams)));
     }
 
     /**
@@ -120,11 +138,12 @@ public Mono<HttpResponseFor<Response>> createResponseWithResponse(BinaryData cre
         RequestOptions requestOptions) {
         Objects.requireNonNull(createResponseRequest, "createResponseRequest cannot be null");
 
-        ResponseCreateParams params = ResponseCreateParams.builder()
-            .additionalBodyProperties(OpenAIJsonHelper.jsonBodyToValueMap(createResponseRequest))
-            .build();
-        return Mono.fromFuture(this.responseServiceAsync.withRawResponse()
-            .create(params, requestOptions == null ? RequestOptions.none() : requestOptions));
+        ResponseCreateParams params = OpenAIJsonHelper.toRawResponseCreateParams(createResponseRequest);
+        AzureCreateResponseOptions azureOptions = OpenAIJsonHelper
+            .fromAdditionalProperties(params._additionalBodyProperties(), AzureCreateResponseOptions::fromJson);
+        return tracer.traceRawResponseAsync(azureOptions == null ? new AzureCreateResponseOptions() : azureOptions,
+            params, tracedParams -> Mono.fromFuture(this.responseServiceAsync.withRawResponse()
+                .create(tracedParams, requestOptions == null ? RequestOptions.none() : requestOptions)));
     }
 
     /**
@@ -152,10 +171,12 @@ public Mono<HttpResponseFor<Response>> createResponseWithResponse(BinaryData cre
         createResponseStreamWithResponse(BinaryData createResponseRequest, RequestOptions requestOptions) {
         Objects.requireNonNull(createResponseRequest, "createResponseRequest cannot be null");
 
-        ResponseCreateParams params = ResponseCreateParams.builder()
-            .additionalBodyProperties(OpenAIJsonHelper.jsonBodyToValueMap(createResponseRequest))
-            .build();
-        return Mono.fromFuture(this.responseServiceAsync.withRawResponse()
-            .createStreaming(params, requestOptions == null ? RequestOptions.none() : requestOptions));
+        ResponseCreateParams params = OpenAIJsonHelper.toRawResponseCreateParams(createResponseRequest);
+        AzureCreateResponseOptions azureOptions = OpenAIJsonHelper
+            .fromAdditionalProperties(params._additionalBodyProperties(), AzureCreateResponseOptions::fromJson);
+        return tracer.traceRawStreamingResponseAsync(
+            azureOptions == null ? new AzureCreateResponseOptions() : azureOptions, params,
+            tracedParams -> Mono.fromFuture(this.responseServiceAsync.withRawResponse()
+                .createStreaming(tracedParams, requestOptions == null ? RequestOptions.none() : requestOptions)));
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ResponsesClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ResponsesClient.java
index 834772db0f0ad..736db65c92e29 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ResponsesClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/ResponsesClient.java
@@ -5,6 +5,8 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.implementation.telemetry.GenAiResponseTracing;
+import com.azure.ai.agents.implementation.telemetry.TracedStreamIterable;
 import com.azure.ai.agents.models.AzureCreateResponseDetails;
 import com.azure.ai.agents.models.AzureCreateResponseOptions;
 import com.azure.ai.agents.util.StreamingResponseUtils;
@@ -32,14 +34,17 @@
 @ServiceClient(builder = AgentsClientBuilder.class)
 public final class ResponsesClient {
     private final ResponseService responseService;
+    private final GenAiResponseTracing tracer;
 
     /**
      * Initializes an instance of ResponsesClient class using the official OpenAI client library.
      *
      * @param openAIClient the OpenAI client.
+     * @param tracer the tracer used to emit GenAI spans for response operations.
      */
-    ResponsesClient(OpenAIClient openAIClient) {
+    ResponsesClient(OpenAIClient openAIClient, GenAiResponseTracing tracer) {
         this.responseService = openAIClient.responses();
+        this.tracer = tracer;
     }
 
     /**
@@ -67,7 +72,13 @@ public Response createAzureResponse(AzureCreateResponseOptions createResponse,
 
         Map<String, JsonValue> additionalBodyProperties = OpenAIJsonHelper.toJsonValueMap(createResponse);
         params.additionalBodyProperties(additionalBodyProperties);
-        return this.responseService.create(params.build());
+
+        if (!tracer.isEnabled()) {
+            return this.responseService.create(params.build());
+        }
+
+        ResponseCreateParams builtParams = params.build();
+        return tracer.traceResponse(createResponse, builtParams, () -> this.responseService.create(builtParams));
     }
 
     /**
@@ -86,7 +97,15 @@ public IterableStream<ResponseStreamEvent> createStreamingAzureResponse(AzureCre
 
         Map<String, JsonValue> additionalBodyProperties = OpenAIJsonHelper.toJsonValueMap(createResponse);
         params.additionalBodyProperties(additionalBodyProperties);
-        return StreamingResponseUtils.toIterableStream(this.responseService.createStreaming(params.build()));
+
+        if (!tracer.isEnabled()) {
+            return StreamingResponseUtils.toIterableStream(this.responseService.createStreaming(params.build()));
+        }
+
+        ResponseCreateParams builtParams = params.build();
+        TracedStreamIterable traced = tracer.traceStreamingResponse(createResponse, builtParams,
+            () -> StreamingResponseUtils.toIterableStream(this.responseService.createStreaming(builtParams)));
+        return new IterableStream<>(traced);
     }
 
     /**
@@ -132,11 +151,12 @@ public HttpResponseFor<Response> createResponseWithResponse(BinaryData createRes
         RequestOptions requestOptions) {
         Objects.requireNonNull(createResponseRequest, "createResponseRequest cannot be null");
 
-        ResponseCreateParams params = ResponseCreateParams.builder()
-            .additionalBodyProperties(OpenAIJsonHelper.jsonBodyToValueMap(createResponseRequest))
-            .build();
-        return this.responseService.withRawResponse()
-            .create(params, requestOptions == null ? RequestOptions.none() : requestOptions);
+        ResponseCreateParams params = OpenAIJsonHelper.toRawResponseCreateParams(createResponseRequest);
+        AzureCreateResponseOptions azureOptions = OpenAIJsonHelper
+            .fromAdditionalProperties(params._additionalBodyProperties(), AzureCreateResponseOptions::fromJson);
+        return tracer.traceRawResponse(azureOptions == null ? new AzureCreateResponseOptions() : azureOptions, params,
+            () -> this.responseService.withRawResponse()
+                .create(params, requestOptions == null ? RequestOptions.none() : requestOptions));
     }
 
     /**
@@ -162,11 +182,12 @@ public HttpResponseFor<Response> createResponseWithResponse(BinaryData createRes
         createResponseStreamWithResponse(BinaryData createResponseRequest, RequestOptions requestOptions) {
         Objects.requireNonNull(createResponseRequest, "createResponseRequest cannot be null");
 
-        ResponseCreateParams params = ResponseCreateParams.builder()
-            .additionalBodyProperties(OpenAIJsonHelper.jsonBodyToValueMap(createResponseRequest))
-            .build();
-        return this.responseService.withRawResponse()
-            .createStreaming(params, requestOptions == null ? RequestOptions.none() : requestOptions);
+        ResponseCreateParams params = OpenAIJsonHelper.toRawResponseCreateParams(createResponseRequest);
+        AzureCreateResponseOptions azureOptions = OpenAIJsonHelper
+            .fromAdditionalProperties(params._additionalBodyProperties(), AzureCreateResponseOptions::fromJson);
+        return tracer.traceRawStreamingResponse(azureOptions == null ? new AzureCreateResponseOptions() : azureOptions,
+            params, () -> this.responseService.withRawResponse()
+                .createStreaming(params, requestOptions == null ? RequestOptions.none() : requestOptions));
     }
 
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/OpenAIJsonHelper.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/OpenAIJsonHelper.java
index cf7d056f0be04..6d7c41624bd0f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/OpenAIJsonHelper.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/OpenAIJsonHelper.java
@@ -13,6 +13,7 @@
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.openai.core.JsonValue;
 import com.openai.core.ObjectMappers;
+import com.openai.models.responses.ResponseCreateParams;
 
 import java.io.IOException;
 import java.io.StringReader;
@@ -219,6 +220,64 @@ public static Map<String, JsonValue> jsonBodyToValueMap(BinaryData body) {
         }
     }
 
+    /**
+     * Converts a raw create-response body to OpenAI request parameters while promoting the fields used by tracing to
+     * their strongly typed builder properties. All remaining fields, including Azure extensions, stay in the
+     * additional body-property map.
+     *
+     * @param body the raw create-response body.
+     * @return request parameters preserving all top-level fields.
+     */
+    public static ResponseCreateParams toRawResponseCreateParams(BinaryData body) {
+        Map<String, JsonValue> properties = jsonBodyToValueMap(body);
+        ResponseCreateParams.Builder builder = ResponseCreateParams.builder();
+
+        JsonValue model = properties.remove("model");
+        if (model != null) {
+            String modelName = model.convert(String.class);
+            if (modelName != null) {
+                builder.model(modelName);
+            } else {
+                properties.put("model", model);
+            }
+        }
+        JsonValue input = properties.get("input");
+        if (input != null) {
+            try {
+                String inputText = input.convert(String.class);
+                if (inputText != null) {
+                    properties.remove("input");
+                    builder.input(inputText);
+                }
+            } catch (IllegalArgumentException ignored) {
+                // Structured input remains an additional body property and is preserved on the wire.
+            }
+        }
+        JsonValue instructions = properties.remove("instructions");
+        if (instructions != null) {
+            String instructionsText = instructions.convert(String.class);
+            if (instructionsText != null) {
+                builder.instructions(instructionsText);
+            } else {
+                properties.put("instructions", instructions);
+            }
+        }
+        JsonValue conversation = properties.get("conversation");
+        if (conversation != null) {
+            try {
+                String conversationId = conversation.convert(String.class);
+                if (conversationId != null) {
+                    properties.remove("conversation");
+                    builder.conversation(conversationId);
+                }
+            } catch (IllegalArgumentException ignored) {
+                // Structured conversation parameters remain additional body properties.
+            }
+        }
+
+        return builder.additionalBodyProperties(properties).build();
+    }
+
     private static Map<String, JsonValue> jsonStringToJsonValueMap(String json) throws IOException {
         Map<String, Object> map = MAPPER.readValue(json, new TypeReference<Map<String, Object>>() {
         });
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/http/HttpClientHelper.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/http/HttpClientHelper.java
index 67c01ba40d62e..c2f33266b6b97 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/http/HttpClientHelper.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/http/HttpClientHelper.java
@@ -61,15 +61,32 @@ private HttpClientHelper() {
      * @return A bridge client that honors the OpenAI interface but delegates execution to the Azure pipeline.
      */
     public static HttpClient mapToOpenAIHttpClient(HttpPipeline httpPipeline) {
-        return new HttpClientWrapper(httpPipeline);
+        return new HttpClientWrapper(httpPipeline, null);
+    }
+
+    /**
+     * Implements the OpenAI {@link HttpClient} interface and restores request-carried trace context before the Azure
+     * HTTP pipeline starts. This is required for OpenAI asynchronous clients, which may invoke the HTTP client on a
+     * different thread from the GenAI operation span.
+     *
+     * @param httpPipeline The Azure HTTP pipeline that will execute HTTP requests.
+     * @param contextBridge The bridge used to restore the Azure context associated with the OpenAI request.
+     * @return A bridge client that honors the OpenAI interface but delegates execution to the Azure pipeline.
+     */
+    public static HttpClient mapToOpenAIHttpClient(HttpPipeline httpPipeline,
+        OpenAITracingContextBridge contextBridge) {
+        return new HttpClientWrapper(httpPipeline,
+            Objects.requireNonNull(contextBridge, "'contextBridge' cannot be null."));
     }
 
     private static final class HttpClientWrapper implements HttpClient {
 
         private final HttpPipeline httpPipeline;
+        private final OpenAITracingContextBridge contextBridge;
 
-        private HttpClientWrapper(HttpPipeline httpPipeline) {
+        private HttpClientWrapper(HttpPipeline httpPipeline, OpenAITracingContextBridge contextBridge) {
             this.httpPipeline = Objects.requireNonNull(httpPipeline, "'httpPipeline' cannot be null.");
+            this.contextBridge = contextBridge;
         }
 
         @Override
@@ -89,8 +106,8 @@ public HttpResponse execute(HttpRequest request, RequestOptions requestOptions)
 
             try {
                 com.azure.core.http.HttpRequest azureRequest = buildAzureRequest(request);
-                return new AzureHttpResponseAdapter(
-                    this.httpPipeline.sendSync(azureRequest, buildRequestContext(requestOptions)));
+                return new AzureHttpResponseAdapter(this.httpPipeline.sendSync(azureRequest,
+                    buildRequestContext(request, requestOptions, contextBridge)));
             } catch (MalformedURLException exception) {
                 throw new OpenAIException("Invalid URL in request: " + exception.getMessage(),
                     LOGGER.logThrowableAsError(exception));
@@ -108,7 +125,8 @@ public CompletableFuture<HttpResponse> executeAsync(HttpRequest request, Request
             Objects.requireNonNull(requestOptions, "requestOptions");
 
             return Mono.fromCallable(() -> buildAzureRequest(request))
-                .flatMap(azureRequest -> this.httpPipeline.send(azureRequest, buildRequestContext(requestOptions)))
+                .flatMap(azureRequest -> this.httpPipeline.send(azureRequest,
+                    buildRequestContext(request, requestOptions, contextBridge)))
                 .map(response -> (HttpResponse) new AzureHttpResponseAdapter(response))
                 .onErrorMap(HttpClientWrapper::mapAzureExceptionToOpenAI)
                 // publishOn moves the CompletableFuture completion (and all OpenAI SDK continuations that
@@ -228,6 +246,9 @@ private static com.azure.core.http.HttpRequest buildAzureRequest(HttpRequest req
         private static HttpHeaders toAzureHeaders(Headers sourceHeaders) {
             HttpHeaders target = new HttpHeaders();
             sourceHeaders.names().forEach(name -> {
+                if (OpenAITracingContextBridge.TRACE_CONTEXT_HEADER.equalsIgnoreCase(name)) {
+                    return;
+                }
                 List<String> values = sourceHeaders.values(name);
                 HttpHeaderName headerName = HttpHeaderName.fromString(name);
                 if (values.isEmpty()) {
@@ -240,12 +261,16 @@ private static HttpHeaders toAzureHeaders(Headers sourceHeaders) {
         }
 
         /**
-         * Builds the request context from the given request options.
+         * Builds the request context from the internal context token and request options.
+         * @param request OpenAI SDK request containing any propagated context token
          * @param requestOptions OpenAI SDK request options
          * @return Azure request {@link Context}
          */
-        private static Context buildRequestContext(RequestOptions requestOptions) {
-            Context context = Context.NONE;
+        private static Context buildRequestContext(HttpRequest request, RequestOptions requestOptions,
+            OpenAITracingContextBridge contextBridge) {
+            List<String> tokens = request.headers().values(OpenAITracingContextBridge.TRACE_CONTEXT_HEADER);
+            Context context
+                = contextBridge == null || tokens.isEmpty() ? Context.NONE : contextBridge.take(tokens.get(0));
             Timeout timeout = requestOptions.getTimeout();
             // we use "read" as it's the closest thing to the "response timeout"
             if (timeout != null && !timeout.read().isZero() && !timeout.read().isNegative()) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/http/OpenAITracingContextBridge.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/http/OpenAITracingContextBridge.java
new file mode 100644
index 0000000000000..17692eff175cc
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/http/OpenAITracingContextBridge.java
@@ -0,0 +1,62 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.http;
+
+import com.azure.core.util.Context;
+import com.azure.core.util.CoreUtils;
+
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.concurrent.ConcurrentMap;
+
+/**
+ * Carries an Azure tracing context across openai-java's asynchronous request preparation boundary.
+ *
+ * <p>The opaque header is consumed by {@link HttpClientHelper} and is never sent to the service. Entries are scoped
+ * to a single client and removed either when the HTTP adapter consumes them or when the traced operation ends.</p>
+ */
+public final class OpenAITracingContextBridge {
+    /**
+     * Internal header used only between openai-java request preparation and the Azure HTTP adapter.
+     */
+    public static final String TRACE_CONTEXT_HEADER = "x-ms-azure-ai-agents-trace-context";
+
+    private final ConcurrentMap<String, Context> contexts = new ConcurrentHashMap<>();
+
+    /**
+     * Registers a context and returns its opaque request token.
+     *
+     * @param context the Azure tracing context.
+     * @return the opaque request token.
+     */
+    public String register(Context context) {
+        String token = CoreUtils.randomUuid().toString();
+        contexts.put(token, context);
+        return token;
+    }
+
+    /**
+     * Removes and returns the context associated with a request token.
+     *
+     * @param token the opaque request token.
+     * @return the context, or {@link Context#NONE} when the token is absent or already consumed.
+     */
+    public Context take(String token) {
+        if (token == null) {
+            return Context.NONE;
+        }
+        Context context = contexts.remove(token);
+        return context == null ? Context.NONE : context;
+    }
+
+    /**
+     * Removes an unconsumed request token.
+     *
+     * @param token the opaque request token.
+     */
+    public void discard(String token) {
+        if (token != null) {
+            contexts.remove(token);
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiAgentTracing.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiAgentTracing.java
new file mode 100644
index 0000000000000..5f9b0d03dfc39
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiAgentTracing.java
@@ -0,0 +1,185 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.ai.agents.models.AgentDefinition;
+import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.HostedAgentDefinition;
+import com.azure.ai.agents.models.PromptAgentDefinition;
+import com.azure.ai.agents.models.ProtocolVersionRecord;
+import com.azure.core.http.rest.RequestOptions;
+import com.azure.core.util.BinaryData;
+import reactor.core.publisher.Mono;
+
+import java.util.List;
+import java.util.function.Function;
+
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.AGENT_TYPE_HOSTED;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.AGENT_TYPE_PROMPT;
+
+/**
+ * Tracing for the agent-management convenience methods on {@link com.azure.ai.agents.AgentsClient} and
+ * {@link com.azure.ai.agents.AgentsAsyncClient}. Wraps {@code createAgentVersion} with a {@code create_agent} span,
+ * extracting agent-type-specific attributes for supported prompt and hosted agents.
+ *
+ * <p>Constructed with a per-client {@link GenAiInstrumentation}; there is no global state.</p>
+ */
+public final class GenAiAgentTracing {
+
+    private final GenAiInstrumentation instrumentation;
+
+    /**
+     * Creates a {@link GenAiAgentTracing}.
+     *
+     * @param instrumentation the per-client telemetry holder.
+     */
+    public GenAiAgentTracing(GenAiInstrumentation instrumentation) {
+        this.instrumentation = instrumentation;
+    }
+
+    /**
+     * Reference to the synchronous operation performing the actual create-agent-version call.
+     */
+    @FunctionalInterface
+    public interface SyncCreateAgentVersionOperation {
+        /**
+         * Invokes the operation.
+         *
+         * @param request the serialized request body.
+         * @param requestOptions the request options (carries the tracing context).
+         * @return the created agent version details.
+         */
+        AgentVersionDetails invoke(BinaryData request, RequestOptions requestOptions);
+    }
+
+    /**
+     * Reference to the asynchronous operation performing the actual create-agent-version call.
+     */
+    @FunctionalInterface
+    public interface CreateAgentVersionOperation {
+        /**
+         * Invokes the operation.
+         *
+         * @param request the serialized request body.
+         * @param requestOptions the request options (carries the tracing context).
+         * @return the created agent version details.
+         */
+        Mono<AgentVersionDetails> invoke(BinaryData request, RequestOptions requestOptions);
+    }
+
+    /**
+     * Traces the synchronous {@code createAgentVersion} convenience method.
+     *
+     * @param agentName the agent name.
+     * @param definition the agent definition being created.
+     * @param operation the operation performing the actual call.
+     * @param request the serialized request body.
+     * @param requestOptions the request options.
+     * @return the created agent version details.
+     */
+    @SuppressWarnings("try")
+    public AgentVersionDetails traceCreateAgentVersion(String agentName, AgentDefinition definition,
+        SyncCreateAgentVersionOperation operation, BinaryData request, RequestOptions requestOptions) {
+        GenAiTracingScope scope = instrumentation.startCreateAgent(agentName);
+        if (scope == null) {
+            return operation.invoke(request, requestOptions);
+        }
+        try {
+            applyDefinitionAttributes(scope, agentName, definition);
+            AgentVersionDetails result;
+            try (AutoCloseable ignored = scope.makeSpanCurrent()) {
+                result = operation.invoke(request, requestOptions.setContext(scope.getSpanContext()));
+            }
+            enrichFromResult(scope, result);
+            return result;
+        } catch (Exception e) {
+            scope.recordError(e);
+            sneakyThrows(e);
+            return null;
+        } finally {
+            scope.close();
+        }
+    }
+
+    /**
+     * Traces the asynchronous {@code createAgentVersion} convenience method.
+     *
+     * @param agentName the agent name.
+     * @param definition the agent definition being created.
+     * @param operation the operation performing the actual call.
+     * @param request the serialized request body.
+     * @param requestOptions the request options.
+     * @return a {@link Mono} emitting the created agent version details.
+     */
+    public Mono<AgentVersionDetails> traceCreateAgentVersionAsync(String agentName, AgentDefinition definition,
+        CreateAgentVersionOperation operation, BinaryData request, RequestOptions requestOptions) {
+        if (!instrumentation.isEnabled()) {
+            return operation.invoke(request, requestOptions);
+        }
+
+        final Mono<GenAiTracingScope> resourceSupplier = Mono.fromSupplier(() -> {
+            GenAiTracingScope scope = instrumentation.startCreateAgent(agentName);
+            applyDefinitionAttributes(scope, agentName, definition);
+            return scope;
+        });
+
+        final Function<GenAiTracingScope, Mono<AgentVersionDetails>> resourceClosure
+            = scope -> operation.invoke(request, requestOptions.setContext(scope.getSpanContext())).map(result -> {
+                enrichFromResult(scope, result);
+                return result;
+            });
+
+        return Mono.usingWhen(resourceSupplier, resourceClosure, scope -> {
+            scope.close();
+            return Mono.empty();
+        }, (scope, throwable) -> {
+            scope.recordError(throwable);
+            scope.close();
+            return Mono.empty();
+        }, scope -> {
+            scope.close();
+            return Mono.empty();
+        });
+    }
+
+    private void applyDefinitionAttributes(GenAiTracingScope scope, String agentName, AgentDefinition definition) {
+        if (definition instanceof PromptAgentDefinition) {
+            PromptAgentDefinition prompt = (PromptAgentDefinition) definition;
+            scope.setAgentAttributes(null, agentName, null, AGENT_TYPE_PROMPT);
+            scope.setRequestModelAttributes(prompt.getModel(), prompt.getTemperature(), prompt.getTopP());
+            scope.setSystemInstructions(prompt.getInstructions());
+        } else if (definition instanceof HostedAgentDefinition) {
+            HostedAgentDefinition hosted = (HostedAgentDefinition) definition;
+            String protocol = null;
+            String protocolVersion = null;
+            List<ProtocolVersionRecord> protocolVersions = hosted.getProtocolVersions();
+            if (protocolVersions != null && !protocolVersions.isEmpty()) {
+                ProtocolVersionRecord record = protocolVersions.get(0);
+                protocol = record.getProtocol() != null ? record.getProtocol().toString() : null;
+                protocolVersion = record.getVersion();
+            }
+            String image
+                = hosted.getContainerConfiguration() != null ? hosted.getContainerConfiguration().getImage() : null;
+            scope.setAgentAttributes(null, agentName, null, AGENT_TYPE_HOSTED);
+            scope.setHostedAgentAttributes(hosted.getCpu(), hosted.getMemory(), image, protocol, protocolVersion);
+        } else {
+            scope.setAgentAttributes(null, agentName, null, null);
+        }
+    }
+
+    private static void enrichFromResult(GenAiTracingScope scope, AgentVersionDetails result) {
+        if (result != null) {
+            String name = result.getName();
+            String version = result.getVersion();
+            if (name != null && version != null) {
+                scope.setAgentIdAndVersion(name + ":" + version, version);
+            }
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    private static <E extends Throwable> void sneakyThrows(Throwable e) throws E {
+        throw (E) e;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiConstants.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiConstants.java
new file mode 100644
index 0000000000000..3639c35346ca2
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiConstants.java
@@ -0,0 +1,95 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+/**
+ * Constants for GenAI semantic convention attribute names, event names, metric names, and operation names.
+ * <p>
+ * These follow the OpenTelemetry GenAI semantic conventions:
+ * <a href="https://opentelemetry.io/docs/specs/semconv/gen-ai/">GenAI Semantic Conventions</a>.
+ */
+final class GenAiConstants {
+
+    private GenAiConstants() {
+        // utility class
+    }
+
+    // --- Operation names ---
+    static final String OPERATION_CREATE_AGENT = "create_agent";
+    static final String OPERATION_INVOKE_AGENT = "invoke_agent";
+    static final String OPERATION_CHAT = "chat";
+    static final String OPERATION_RESPONSES = "responses";
+    static final String OPERATION_CREATE_CONVERSATION = "create_conversation";
+
+    // --- System / Provider ---
+    static final String GEN_AI_PROVIDER_NAME = "gen_ai.provider.name";
+    static final String GEN_AI_PROVIDER_NAME_VALUE = "microsoft.foundry";
+    static final String AZ_NAMESPACE_VALUE = "Microsoft.CognitiveServices";
+
+    // --- Operation ---
+    static final String GEN_AI_OPERATION_NAME = "gen_ai.operation.name";
+
+    // --- Agent attributes ---
+    static final String GEN_AI_AGENT_ID = "gen_ai.agent.id";
+    static final String GEN_AI_AGENT_NAME = "gen_ai.agent.name";
+    static final String GEN_AI_AGENT_DESCRIPTION = "gen_ai.agent.description";
+    static final String GEN_AI_AGENT_VERSION = "gen_ai.agent.version";
+    static final String GEN_AI_AGENT_TYPE = "gen_ai.agent.type";
+
+    // --- Hosted agent attributes ---
+    static final String GEN_AI_AGENT_HOSTED_CPU = "gen_ai.agent.hosted.cpu";
+    static final String GEN_AI_AGENT_HOSTED_MEMORY = "gen_ai.agent.hosted.memory";
+    static final String GEN_AI_AGENT_HOSTED_IMAGE = "gen_ai.agent.hosted.image";
+    static final String GEN_AI_AGENT_HOSTED_PROTOCOL = "gen_ai.agent.hosted.protocol";
+    static final String GEN_AI_AGENT_HOSTED_PROTOCOL_VERSION = "gen_ai.agent.hosted.protocol_version";
+
+    // --- Request parameters ---
+    static final String GEN_AI_REQUEST_MODEL = "gen_ai.request.model";
+    static final String GEN_AI_REQUEST_TEMPERATURE = "gen_ai.request.temperature";
+    static final String GEN_AI_REQUEST_TOP_P = "gen_ai.request.top_p";
+
+    // --- Response attributes ---
+    static final String GEN_AI_RESPONSE_MODEL = "gen_ai.response.model";
+    static final String GEN_AI_RESPONSE_ID = "gen_ai.response.id";
+    static final String GEN_AI_RESPONSE_FINISH_REASONS = "gen_ai.response.finish_reasons";
+
+    // --- Token usage ---
+    static final String GEN_AI_USAGE_INPUT_TOKENS = "gen_ai.usage.input_tokens";
+    static final String GEN_AI_USAGE_OUTPUT_TOKENS = "gen_ai.usage.output_tokens";
+
+    // --- Messages (content-gated) ---
+    static final String GEN_AI_SYSTEM_INSTRUCTIONS = "gen_ai.system_instructions";
+    static final String GEN_AI_INPUT_MESSAGES = "gen_ai.input.messages";
+    static final String GEN_AI_OUTPUT_MESSAGES = "gen_ai.output.messages";
+
+    // --- Conversation ---
+    static final String GEN_AI_CONVERSATION_ID = "gen_ai.conversation.id";
+
+    // --- Server ---
+    static final String SERVER_ADDRESS = "server.address";
+    static final String SERVER_PORT = "server.port";
+
+    // --- Error ---
+    static final String ERROR_TYPE = "error.type";
+
+    // --- Token type (for metrics) ---
+    static final String GEN_AI_TOKEN_TYPE = "gen_ai.token.type";
+    static final String TOKEN_TYPE_INPUT = "input";
+    static final String TOKEN_TYPE_OUTPUT = "completion";
+
+    // --- Metric names ---
+    static final String METRIC_OPERATION_DURATION = "gen_ai.client.operation.duration";
+    static final String METRIC_TOKEN_USAGE = "gen_ai.client.token.usage";
+
+    // --- Metric units ---
+    static final String METRIC_UNIT_SECONDS = "s";
+    static final String METRIC_UNIT_TOKENS = "token";
+
+    // --- Agent type values ---
+    static final String AGENT_TYPE_PROMPT = "prompt";
+    static final String AGENT_TYPE_HOSTED = "hosted";
+
+    // --- Default port (HTTPS) ---
+    static final int DEFAULT_HTTPS_PORT = 443;
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiInstrumentation.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiInstrumentation.java
new file mode 100644
index 0000000000000..a0d06239ba2b8
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiInstrumentation.java
@@ -0,0 +1,196 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.core.util.Configuration;
+import com.azure.core.util.ConfigurationProperty;
+import com.azure.core.util.ConfigurationPropertyBuilder;
+import com.azure.core.util.Context;
+import com.azure.core.util.CoreUtils;
+import com.azure.core.util.logging.ClientLogger;
+import com.azure.core.util.metrics.DoubleHistogram;
+import com.azure.core.util.metrics.Meter;
+import com.azure.core.util.tracing.SpanKind;
+import com.azure.core.util.tracing.StartSpanOptions;
+import com.azure.core.util.tracing.Tracer;
+
+import java.net.MalformedURLException;
+import java.net.URI;
+import java.net.URISyntaxException;
+import java.net.URL;
+
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.DEFAULT_HTTPS_PORT;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_OPERATION_NAME;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_PROVIDER_NAME;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_PROVIDER_NAME_VALUE;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.METRIC_OPERATION_DURATION;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.METRIC_TOKEN_USAGE;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.METRIC_UNIT_SECONDS;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.METRIC_UNIT_TOKENS;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.OPERATION_CHAT;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.OPERATION_CREATE_AGENT;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.OPERATION_CREATE_CONVERSATION;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.OPERATION_INVOKE_AGENT;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.SERVER_ADDRESS;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.SERVER_PORT;
+
+/**
+ * Per-client GenAI telemetry holder. Owns the azure-core {@link Tracer} and {@link Meter} (and the GenAI
+ * histograms) that the client builder created from {@code ClientOptions} tracing/metrics options, along with the
+ * resolved endpoint host/port and the content-recording flag.
+ *
+ * <p>This replaces the process-global static state used elsewhere: an instance is created per client by
+ * {@code AgentsClientBuilder} and injected into the clients. Tracing/metrics are emitted only when an
+ * OpenTelemetry implementation is configured for the process (i.e. {@link Tracer#isEnabled()} or a histogram is
+ * enabled).</p>
+ */
+public final class GenAiInstrumentation {
+
+    /**
+     * OpenTelemetry schema URL for the GenAI semantic conventions emitted by this instrumentation.
+     */
+    public static final String OTEL_SCHEMA_URL = "https://opentelemetry.io/schemas/1.34.0";
+
+    private static final ClientLogger LOGGER = new ClientLogger(GenAiInstrumentation.class);
+
+    private static final ConfigurationProperty<Boolean> EXPERIMENTAL_GEN_AI_TRACING
+        = ConfigurationPropertyBuilder.ofBoolean("experimental.enable_genai_tracing")
+            .environmentVariableName("AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING")
+            .systemPropertyName("azure.experimental.enable_genai_tracing")
+            .shared(true)
+            .defaultValue(false)
+            .build();
+    private static final ConfigurationProperty<Boolean> CAPTURE_MESSAGE_CONTENT
+        = ConfigurationPropertyBuilder.ofBoolean("otel.instrumentation.genai.capture_message_content")
+            .environmentVariableName("OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT")
+            .systemPropertyName("otel.instrumentation.genai.capture_message_content")
+            .shared(true)
+            .build();
+    private static final ConfigurationProperty<Boolean> LEGACY_CAPTURE_MESSAGE_CONTENT
+        = ConfigurationPropertyBuilder.ofBoolean("azure.tracing.gen_ai.content_recording_enabled")
+            .environmentVariableName("AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED")
+            .systemPropertyName("azure.tracing.gen_ai.content_recording_enabled")
+            .shared(true)
+            .defaultValue(false)
+            .build();
+    private static final Configuration GLOBAL_CONFIG = Configuration.getGlobalConfiguration();
+
+    private final Tracer tracer;
+    private final Meter meter;
+    private final DoubleHistogram durationHistogram;
+    private final DoubleHistogram tokenUsageHistogram;
+    private final boolean experimentalEnabled;
+    private final boolean captureContent;
+    private final String host;
+    private final int port;
+
+    /**
+     * Creates a {@link GenAiInstrumentation}.
+     *
+     * @param endpoint the service endpoint; used to populate {@code server.address}/{@code server.port}.
+     * @param configuration the {@link Configuration} used to resolve the content-recording flag; if {@code null}
+     *     the global configuration is used.
+     * @param tracer the azure-core {@link Tracer} built from the client's tracing options.
+     * @param meter the azure-core {@link Meter} built from the client's metrics options.
+     */
+    public GenAiInstrumentation(String endpoint, Configuration configuration, Tracer tracer, Meter meter) {
+        final URL url = parse(endpoint);
+        if (url != null) {
+            this.host = url.getHost();
+            this.port = url.getPort() == -1 ? url.getDefaultPort() : url.getPort();
+        } else {
+            this.host = null;
+            this.port = -1;
+        }
+        Configuration resolvedConfiguration = configuration == null ? GLOBAL_CONFIG : configuration;
+        this.experimentalEnabled = resolvedConfiguration.get(EXPERIMENTAL_GEN_AI_TRACING);
+        Boolean captureMessageContent = resolvedConfiguration.get(CAPTURE_MESSAGE_CONTENT);
+        this.captureContent = captureMessageContent == null
+            ? resolvedConfiguration.get(LEGACY_CAPTURE_MESSAGE_CONTENT)
+            : captureMessageContent;
+        this.tracer = tracer;
+        this.meter = meter;
+        this.durationHistogram = meter.createDoubleHistogram(METRIC_OPERATION_DURATION, "Duration of GenAI operations",
+            METRIC_UNIT_SECONDS);
+        this.tokenUsageHistogram = meter.createDoubleHistogram(METRIC_TOKEN_USAGE,
+            "Number of input and output tokens used", METRIC_UNIT_TOKENS);
+    }
+
+    /**
+     * @return whether any span or metric collection is active for this instrumentation.
+     */
+    public boolean isEnabled() {
+        return experimentalEnabled
+            && (tracer.isEnabled() || durationHistogram.isEnabled() || tokenUsageHistogram.isEnabled());
+    }
+
+    boolean isContentRecordingEnabled() {
+        return captureContent;
+    }
+
+    Tracer tracer() {
+        return tracer;
+    }
+
+    Meter meter() {
+        return meter;
+    }
+
+    DoubleHistogram durationHistogram() {
+        return durationHistogram;
+    }
+
+    DoubleHistogram tokenUsageHistogram() {
+        return tokenUsageHistogram;
+    }
+
+    GenAiTracingScope startCreateAgent(String agentName) {
+        return startScope(OPERATION_CREATE_AGENT, agentName);
+    }
+
+    GenAiTracingScope startInvokeAgent(String agentName) {
+        return startScope(OPERATION_INVOKE_AGENT, agentName);
+    }
+
+    GenAiTracingScope startChat(String modelName) {
+        return startScope(OPERATION_CHAT, modelName);
+    }
+
+    GenAiTracingScope startCreateConversation() {
+        return startScope(OPERATION_CREATE_CONVERSATION, null);
+    }
+
+    private GenAiTracingScope startScope(String operationName, String spanNameSuffix) {
+        if (!isEnabled()) {
+            return null;
+        }
+
+        String spanName = spanNameSuffix != null ? operationName + " " + spanNameSuffix : operationName;
+        String serverAddress = host != null ? host : "unknown";
+        int serverPort = port > 0 ? port : DEFAULT_HTTPS_PORT;
+
+        StartSpanOptions options
+            = new StartSpanOptions(SpanKind.CLIENT).setAttribute(GEN_AI_OPERATION_NAME, operationName)
+                .setAttribute(GEN_AI_PROVIDER_NAME, GEN_AI_PROVIDER_NAME_VALUE)
+                .setAttribute(SERVER_ADDRESS, serverAddress);
+        if (serverPort != DEFAULT_HTTPS_PORT) {
+            options.setAttribute(SERVER_PORT, (long) serverPort);
+        }
+
+        Context spanContext = tracer.start(spanName, options, Context.NONE);
+        return new GenAiTracingScope(this, spanContext, operationName, serverAddress, serverPort);
+    }
+
+    private static URL parse(String endpoint) {
+        if (CoreUtils.isNullOrEmpty(endpoint)) {
+            return null;
+        }
+        try {
+            return new URI(endpoint).toURL();
+        } catch (MalformedURLException | URISyntaxException e) {
+            LOGGER.atWarning().log("Service endpoint URI parse error.", e);
+        }
+        return null;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiMessageFormatter.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiMessageFormatter.java
new file mode 100644
index 0000000000000..d2a1723daadd7
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiMessageFormatter.java
@@ -0,0 +1,166 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.core.util.logging.ClientLogger;
+import com.azure.json.JsonProviders;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+
+import java.io.ByteArrayOutputStream;
+import java.io.IOException;
+import java.io.UncheckedIOException;
+import java.nio.charset.StandardCharsets;
+import java.util.Arrays;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Formats messages for span attributes, respecting the content-recording privacy gate.
+ *
+ * <p>When content recording is OFF, messages include only structural information (roles and types)
+ * without any user content. When ON, full message text is included. The {@code captureContent} flag is
+ * passed in from the per-client {@link GenAiInstrumentation} rather than read from global state.</p>
+ */
+final class GenAiMessageFormatter {
+    private static final ClientLogger LOGGER = new ClientLogger(GenAiMessageFormatter.class);
+
+    private GenAiMessageFormatter() {
+        // utility class
+    }
+
+    /**
+     * Formats the {@code gen_ai.system_instructions} attribute value (content-gated).
+     */
+    static String formatSystemInstructions(boolean captureContent, String instructions) {
+        Map<String, Object> textPart = jsonObject("type", "text");
+        if (captureContent && instructions != null && !instructions.isEmpty()) {
+            textPart.put("content", instructions);
+        }
+        return toJson(jsonArray(textPart));
+    }
+
+    /**
+     * Formats a user text input message for the {@code gen_ai.input.messages} attribute.
+     */
+    static String formatUserTextInput(boolean captureContent, String text) {
+        Map<String, Object> textPart = jsonObject("type", "text");
+        if (captureContent) {
+            textPart.put("content", text);
+        }
+        return toJson(jsonArray(jsonObject("role", "user", "parts", jsonArray(textPart))));
+    }
+
+    /**
+     * Formats a tool response input message for the {@code gen_ai.input.messages} attribute.
+     */
+    static String formatToolResponseInput(boolean captureContent, String toolCallId, String content) {
+        Map<String, Object> toolPart = jsonObject("type", "tool_call_response", "id", toolCallId);
+        if (captureContent) {
+            toolPart.put("result", parseResultValue(content));
+        }
+        return toJson(jsonArray(jsonObject("role", "tool", "parts", jsonArray(toolPart))));
+    }
+
+    /**
+     * Formats a text output message for the {@code gen_ai.output.messages} attribute.
+     */
+    static String formatTextOutput(boolean captureContent, String text, String finishReason) {
+        Map<String, Object> textPart = jsonObject("type", "text");
+        if (captureContent) {
+            textPart.put("content", text);
+        }
+        Map<String, Object> message = jsonObject("role", "assistant", "parts", jsonArray(textPart));
+        if (finishReason != null) {
+            message.put("finish_reason", finishReason);
+        }
+        return toJson(jsonArray(message));
+    }
+
+    /**
+     * Formats a tool call output message for the {@code gen_ai.output.messages} attribute. The nested content object
+     * (tool type and, when content recording is enabled, the extra content) is always emitted since the tool type is
+     * always known.
+     */
+    static String formatToolCallOutput(boolean captureContent, String toolCallId, String toolType, String content) {
+        Map<String, Object> nestedContent = jsonObject("type", toolType);
+        Map<String, Object> toolPart = jsonObject("type", "tool_call");
+        if (toolCallId != null) {
+            toolPart.put("id", toolCallId);
+            nestedContent.put("id", toolCallId);
+        }
+        if (captureContent && content != null) {
+            nestedContent.put("content", content);
+        }
+        toolPart.put("content", nestedContent);
+        return toJson(jsonArray(jsonObject("role", "assistant", "parts", jsonArray(toolPart))));
+    }
+
+    static Map<String, Object> jsonObject(Object... fields) {
+        Map<String, Object> result = new LinkedHashMap<>();
+        for (int i = 0; i < fields.length; i += 2) {
+            result.put((String) fields[i], fields[i + 1]);
+        }
+        return result;
+    }
+
+    static List<Object> jsonArray(Object... values) {
+        return Arrays.asList(values);
+    }
+
+    static String toJson(Object value) {
+        ByteArrayOutputStream stream = new ByteArrayOutputStream();
+        try (JsonWriter writer = JsonProviders.createWriter(stream)) {
+            writeValue(writer, value);
+        } catch (IOException e) {
+            throw LOGGER.logExceptionAsError(new UncheckedIOException("Failed to serialize GenAI telemetry.", e));
+        }
+        return new String(stream.toByteArray(), StandardCharsets.UTF_8);
+    }
+
+    private static void writeValue(JsonWriter writer, Object value) throws IOException {
+        if (value instanceof Number) {
+            writer.writeNumber((Number) value);
+        } else if (value instanceof Map<?, ?>) {
+            writer.writeStartObject();
+            for (Map.Entry<?, ?> entry : ((Map<?, ?>) value).entrySet()) {
+                writer.writeFieldName(String.valueOf(entry.getKey()));
+                writeValue(writer, entry.getValue());
+            }
+            writer.writeEndObject();
+        } else if (value instanceof Iterable<?>) {
+            writer.writeStartArray();
+            for (Object element : (Iterable<?>) value) {
+                writeValue(writer, element);
+            }
+            writer.writeEndArray();
+        } else if (value instanceof JsonSerializable<?>) {
+            ((JsonSerializable<?>) value).toJson(writer);
+        } else {
+            writer.writeUntyped(value);
+        }
+    }
+
+    private static Object parseResultValue(String value) {
+        if (value == null) {
+            return null;
+        }
+        String trimmed = value.trim();
+        if ((trimmed.startsWith("{") && trimmed.endsWith("}")) || (trimmed.startsWith("[") && trimmed.endsWith("]"))) {
+            try (JsonReader reader = JsonProviders.createReader(trimmed)) {
+                Object result = reader.readUntyped();
+                JsonToken trailingToken = reader.nextToken();
+                if (trailingToken == null || trailingToken == JsonToken.END_DOCUMENT) {
+                    return result;
+                }
+            } catch (IOException | IllegalStateException ignored) {
+                // Preserve malformed or non-JSON tool output as a string.
+            }
+        }
+        return value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiResponseTracing.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiResponseTracing.java
new file mode 100644
index 0000000000000..d926e17f6f6d8
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiResponseTracing.java
@@ -0,0 +1,794 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.ai.agents.implementation.http.OpenAITracingContextBridge;
+import com.azure.ai.agents.models.AgentReference;
+import com.azure.ai.agents.models.AzureCreateResponseOptions;
+import com.openai.helpers.ResponseAccumulator;
+import com.openai.core.http.HttpResponseFor;
+import com.openai.core.http.StreamResponse;
+import com.openai.models.responses.EasyInputMessage;
+import com.openai.models.responses.Response;
+import com.openai.models.responses.ResponseCodeInterpreterToolCall;
+import com.openai.models.responses.ResponseComputerToolCall;
+import com.openai.models.responses.ResponseCreateParams;
+import com.openai.models.responses.ResponseFileSearchToolCall;
+import com.openai.models.responses.ResponseFunctionToolCall;
+import com.openai.models.responses.ResponseFunctionWebSearch;
+import com.openai.models.responses.ResponseInputItem;
+import com.openai.models.responses.ResponseOutputItem;
+import com.openai.models.responses.ResponseOutputMessage;
+import com.openai.models.responses.ResponseOutputText;
+import com.openai.models.responses.ResponseStreamEvent;
+import com.openai.models.responses.ResponseUsage;
+import com.openai.models.conversations.Conversation;
+import com.openai.models.conversations.ConversationCreateParams;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.Optional;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.function.Function;
+import java.util.function.Supplier;
+
+/**
+ * Tracing for the response convenience methods on {@link com.azure.ai.agents.ResponsesClient}. Wraps response
+ * creation with a {@code chat} or {@code invoke_agent} span (based on whether an {@link AgentReference} is present),
+ * recording request/response attributes, token usage, input/output messages (content-gated), and metrics. Also
+ * traces {@code create_conversation}.
+ *
+ * <p>Constructed with a per-client {@link GenAiInstrumentation}; there is no global state.</p>
+ */
+public final class GenAiResponseTracing {
+
+    private final GenAiInstrumentation instrumentation;
+    private final OpenAITracingContextBridge contextBridge;
+
+    /**
+     * Creates a {@link GenAiResponseTracing}.
+     *
+     * @param instrumentation the per-client telemetry holder.
+     */
+    public GenAiResponseTracing(GenAiInstrumentation instrumentation) {
+        this(instrumentation, null);
+    }
+
+    /**
+     * Creates a {@link GenAiResponseTracing} with an asynchronous OpenAI context bridge.
+     *
+     * @param instrumentation the per-client telemetry holder.
+     * @param contextBridge the per-client bridge used by the OpenAI HTTP adapter.
+     */
+    public GenAiResponseTracing(GenAiInstrumentation instrumentation, OpenAITracingContextBridge contextBridge) {
+        this.instrumentation = instrumentation;
+        this.contextBridge = contextBridge;
+    }
+
+    /**
+     * @return whether any span/metric collection is active.
+     */
+    public boolean isEnabled() {
+        return instrumentation.isEnabled();
+    }
+
+    private boolean captureContent() {
+        return instrumentation.isContentRecordingEnabled();
+    }
+
+    /**
+     * Traces a non-streaming response operation, extracting tracing parameters from the request objects.
+     *
+     * @param createResponse the Azure-specific create response options.
+     * @param builtParams the built request parameters.
+     * @param operation the supplier that performs the actual API call.
+     * @return the response from the operation.
+     */
+    @SuppressWarnings("try")
+    public Response traceResponse(AzureCreateResponseOptions createResponse, ResponseCreateParams builtParams,
+        Supplier<Response> operation) {
+        ResponseSpanParams params = extractParams(createResponse, builtParams);
+        GenAiTracingScope scope = startResponseScope(params);
+        if (scope == null) {
+            return operation.get();
+        }
+
+        try {
+            Response response;
+            try (AutoCloseable ignored = scope.makeSpanCurrent()) {
+                response = operation.get();
+            }
+            recordResponseAttributes(scope, response, params.isInvokeAgent);
+            return response;
+        } catch (Exception e) {
+            scope.recordError(e);
+            sneakyThrows(e);
+            return null;
+        } finally {
+            scope.close();
+        }
+    }
+
+    /**
+     * Traces a streaming response operation. The span remains open until the returned iterable is fully consumed.
+     *
+     * @param createResponse the Azure-specific create response options.
+     * @param builtParams the built request parameters.
+     * @param operation the supplier that starts the streaming operation.
+     * @return a traced iterable that wraps the stream and records attributes on completion.
+     */
+    @SuppressWarnings("try")
+    public TracedStreamIterable traceStreamingResponse(AzureCreateResponseOptions createResponse,
+        ResponseCreateParams builtParams, Supplier<Iterable<ResponseStreamEvent>> operation) {
+        ResponseSpanParams params = extractParams(createResponse, builtParams);
+        GenAiTracingScope scope = startResponseScope(params);
+        if (scope == null) {
+            return new TracedStreamIterable(operation.get(), null, this, false);
+        }
+
+        try {
+            Iterable<ResponseStreamEvent> stream;
+            try (AutoCloseable ignored = scope.makeSpanCurrent()) {
+                stream = operation.get();
+            }
+            return new TracedStreamIterable(stream, scope, this, params.isInvokeAgent);
+        } catch (Exception e) {
+            scope.recordError(e);
+            scope.close();
+            sneakyThrows(e);
+            return null;
+        }
+    }
+
+    /**
+     * Traces an asynchronous non-streaming response operation.
+     *
+     * @param createResponse the Azure-specific create response options.
+     * @param builtParams the built request parameters.
+     * @param operation the function that starts the asynchronous API call with trace context in the request headers.
+     * @return a {@link Mono} emitting the response from the operation.
+     */
+    public Mono<Response> traceResponseAsync(AzureCreateResponseOptions createResponse,
+        ResponseCreateParams builtParams, Function<ResponseCreateParams, Mono<Response>> operation) {
+        if (!instrumentation.isEnabled()) {
+            return operation.apply(builtParams);
+        }
+        ResponseSpanParams params = extractParams(createResponse, builtParams);
+
+        Mono<GenAiTracingScope> resourceSupplier = Mono.fromSupplier(() -> startResponseScope(params));
+        Function<GenAiTracingScope, Mono<Response>> resourceClosure
+            = scope -> startMonoWithContext(scope, builtParams, operation).map(response -> {
+                recordResponseAttributes(scope, response, params.isInvokeAgent);
+                return response;
+            });
+        return Mono.usingWhen(resourceSupplier, resourceClosure, scope -> {
+            scope.close();
+            return Mono.empty();
+        }, (scope, throwable) -> {
+            scope.recordError(throwable);
+            scope.close();
+            return Mono.empty();
+        }, scope -> {
+            scope.close();
+            return Mono.empty();
+        });
+    }
+
+    /**
+     * Traces an asynchronous streaming response operation. The span remains open until the returned {@link Flux} is
+     * fully consumed, cancelled, or errors.
+     *
+     * @param createResponse the Azure-specific create response options.
+     * @param builtParams the built request parameters.
+     * @param operation the function that starts the streaming operation with trace context in the request headers.
+     * @return a {@link Flux} that wraps the stream and records attributes on completion.
+     */
+    public Flux<ResponseStreamEvent> traceStreamingResponseAsync(AzureCreateResponseOptions createResponse,
+        ResponseCreateParams builtParams, Function<ResponseCreateParams, Flux<ResponseStreamEvent>> operation) {
+        if (!instrumentation.isEnabled()) {
+            return operation.apply(builtParams);
+        }
+        ResponseSpanParams params = extractParams(createResponse, builtParams);
+
+        Mono<StreamingState> resourceSupplier
+            = Mono.fromSupplier(() -> new StreamingState(startResponseScope(params), params.isInvokeAgent));
+        Function<StreamingState, Flux<ResponseStreamEvent>> resourceClosure
+            = state -> startFluxWithContext(state.scope, builtParams, operation).doOnNext(state::accumulate);
+        return Flux.usingWhen(resourceSupplier, resourceClosure, state -> {
+            state.finalizeStream(this);
+            return Mono.empty();
+        }, (state, throwable) -> {
+            state.recordError(throwable);
+            return Mono.empty();
+        }, state -> {
+            state.close();
+            return Mono.empty();
+        });
+    }
+
+    private <T> Mono<T> startMonoWithContext(GenAiTracingScope scope, ResponseCreateParams params,
+        Function<ResponseCreateParams, Mono<T>> operation) {
+        if (contextBridge == null) {
+            return startMono(scope, () -> operation.apply(params));
+        }
+        String token = contextBridge.register(scope.getSpanContext());
+        ResponseCreateParams.Builder builder = params.toBuilder();
+        builder.replaceAdditionalHeaders(OpenAITracingContextBridge.TRACE_CONTEXT_HEADER, token);
+        return startMono(scope, () -> operation.apply(builder.build()))
+            .doFinally(signalType -> contextBridge.discard(token));
+    }
+
+    /**
+     * Traces a synchronous raw-response operation.
+     *
+     * @param createResponse the Azure-specific create response options.
+     * @param builtParams the raw request represented as OpenAI parameters.
+     * @param operation the raw-response operation.
+     * @return the raw HTTP response.
+     */
+    @SuppressWarnings("try")
+    public HttpResponseFor<Response> traceRawResponse(AzureCreateResponseOptions createResponse,
+        ResponseCreateParams builtParams, Supplier<HttpResponseFor<Response>> operation) {
+        ResponseSpanParams params = extractParams(createResponse, builtParams);
+        GenAiTracingScope scope = startResponseScope(params);
+        if (scope == null) {
+            return operation.get();
+        }
+        try {
+            try (AutoCloseable ignored = scope.makeSpanCurrent()) {
+                return operation.get();
+            }
+        } catch (Exception e) {
+            scope.recordError(e);
+            sneakyThrows(e);
+            return null;
+        } finally {
+            scope.close();
+        }
+    }
+
+    /**
+     * Traces an asynchronous raw-response operation.
+     *
+     * @param createResponse the Azure-specific create response options.
+     * @param builtParams the raw request represented as OpenAI parameters.
+     * @param operation the raw-response operation.
+     * @return the raw HTTP response publisher.
+     */
+    public Mono<HttpResponseFor<Response>> traceRawResponseAsync(AzureCreateResponseOptions createResponse,
+        ResponseCreateParams builtParams, Function<ResponseCreateParams, Mono<HttpResponseFor<Response>>> operation) {
+        if (!instrumentation.isEnabled()) {
+            return operation.apply(builtParams);
+        }
+        ResponseSpanParams params = extractParams(createResponse, builtParams);
+        Mono<GenAiTracingScope> resourceSupplier = Mono.fromSupplier(() -> startResponseScope(params));
+        return Mono.usingWhen(resourceSupplier, scope -> startMonoWithContext(scope, builtParams, operation), scope -> {
+            scope.close();
+            return Mono.empty();
+        }, (scope, throwable) -> {
+            scope.recordError(throwable);
+            scope.close();
+            return Mono.empty();
+        }, scope -> {
+            scope.close();
+            return Mono.empty();
+        });
+    }
+
+    /**
+     * Traces a synchronous raw streaming operation. The returned response owns the span until its parsed stream is
+     * exhausted, fails, or is closed.
+     *
+     * @param createResponse the Azure-specific create response options.
+     * @param builtParams the raw request represented as OpenAI parameters.
+     * @param operation the raw streaming operation.
+     * @return the traced raw streaming response.
+     */
+    @SuppressWarnings("try")
+    public HttpResponseFor<StreamResponse<ResponseStreamEvent>> traceRawStreamingResponse(
+        AzureCreateResponseOptions createResponse, ResponseCreateParams builtParams,
+        Supplier<HttpResponseFor<StreamResponse<ResponseStreamEvent>>> operation) {
+        ResponseSpanParams params = extractParams(createResponse, builtParams);
+        GenAiTracingScope scope = startResponseScope(params);
+        if (scope == null) {
+            return operation.get();
+        }
+        try {
+            HttpResponseFor<StreamResponse<ResponseStreamEvent>> response;
+            try (AutoCloseable ignored = scope.makeSpanCurrent()) {
+                response = operation.get();
+            }
+            return new TracedRawStreamingResponse(response, scope, this, params.isInvokeAgent);
+        } catch (Exception e) {
+            scope.recordError(e);
+            scope.close();
+            sneakyThrows(e);
+            return null;
+        }
+    }
+
+    /**
+     * Traces an asynchronous raw streaming operation. The emitted response owns the span until its parsed stream is
+     * exhausted, fails, or is closed.
+     *
+     * @param createResponse the Azure-specific create response options.
+     * @param builtParams the raw request represented as OpenAI parameters.
+     * @param operation the raw streaming operation.
+     * @return the traced raw streaming response publisher.
+     */
+    public Mono<HttpResponseFor<StreamResponse<ResponseStreamEvent>>> traceRawStreamingResponseAsync(
+        AzureCreateResponseOptions createResponse, ResponseCreateParams builtParams,
+        Function<ResponseCreateParams, Mono<HttpResponseFor<StreamResponse<ResponseStreamEvent>>>> operation) {
+        if (!instrumentation.isEnabled()) {
+            return operation.apply(builtParams);
+        }
+        ResponseSpanParams params = extractParams(createResponse, builtParams);
+        return Mono.defer(() -> {
+            GenAiTracingScope scope = startResponseScope(params);
+            AtomicBoolean ownershipTransferred = new AtomicBoolean();
+            return startMonoWithContext(scope, builtParams, operation).map(response -> {
+                HttpResponseFor<StreamResponse<ResponseStreamEvent>> tracedResponse
+                    = new TracedRawStreamingResponse(response, scope, this, params.isInvokeAgent);
+                ownershipTransferred.set(true);
+                return tracedResponse;
+            }).doOnError(throwable -> {
+                scope.recordError(throwable);
+                scope.close();
+            }).doOnCancel(() -> {
+                if (!ownershipTransferred.get()) {
+                    scope.close();
+                }
+            });
+        });
+    }
+
+    private Flux<ResponseStreamEvent> startFluxWithContext(GenAiTracingScope scope, ResponseCreateParams params,
+        Function<ResponseCreateParams, Flux<ResponseStreamEvent>> operation) {
+        if (contextBridge == null) {
+            return startFlux(scope, () -> operation.apply(params));
+        }
+        String token = contextBridge.register(scope.getSpanContext());
+        ResponseCreateParams.Builder builder = params.toBuilder();
+        builder.replaceAdditionalHeaders(OpenAITracingContextBridge.TRACE_CONTEXT_HEADER, token);
+        return startFlux(scope, () -> operation.apply(builder.build()))
+            .doFinally(signalType -> contextBridge.discard(token));
+    }
+
+    private Mono<Conversation> startConversationWithContext(GenAiTracingScope scope,
+        Function<ConversationCreateParams, Mono<Conversation>> operation) {
+        if (contextBridge == null) {
+            return startMono(scope, () -> operation.apply(ConversationCreateParams.builder().build()));
+        }
+        String token = contextBridge.register(scope.getSpanContext());
+        ConversationCreateParams.Builder builder = ConversationCreateParams.builder();
+        builder.replaceAdditionalHeaders(OpenAITracingContextBridge.TRACE_CONTEXT_HEADER, token);
+        return startMono(scope, () -> operation.apply(builder.build()))
+            .doFinally(signalType -> contextBridge.discard(token));
+    }
+
+    /**
+     * Traces a synchronous {@code create_conversation} operation.
+     *
+     * @param operation the supplier that performs the API call.
+     * @return the created conversation.
+     */
+    @SuppressWarnings("try")
+    public Conversation traceCreateConversation(Supplier<Conversation> operation) {
+        GenAiTracingScope scope = instrumentation.startCreateConversation();
+        if (scope == null) {
+            return operation.get();
+        }
+        try {
+            Conversation conversation;
+            try (AutoCloseable ignored = scope.makeSpanCurrent()) {
+                conversation = operation.get();
+            }
+            scope.setConversationId(conversation.id());
+            return conversation;
+        } catch (Exception e) {
+            scope.recordError(e);
+            sneakyThrows(e);
+            return null;
+        } finally {
+            scope.close();
+        }
+    }
+
+    /**
+     * Traces an asynchronous {@code create_conversation} operation.
+     *
+     * @param operation the function that performs the asynchronous API call with trace context in the request headers.
+     * @return a {@link Mono} emitting the created conversation.
+     */
+    public Mono<Conversation>
+        traceCreateConversationAsync(Function<ConversationCreateParams, Mono<Conversation>> operation) {
+        if (!instrumentation.isEnabled()) {
+            return operation.apply(ConversationCreateParams.builder().build());
+        }
+
+        Mono<GenAiTracingScope> resourceSupplier = Mono.fromSupplier(instrumentation::startCreateConversation);
+        Function<GenAiTracingScope, Mono<Conversation>> resourceClosure
+            = scope -> startConversationWithContext(scope, operation).map(conversation -> {
+                scope.setConversationId(conversation.id());
+                return conversation;
+            });
+        return Mono.usingWhen(resourceSupplier, resourceClosure, scope -> {
+            scope.close();
+            return Mono.empty();
+        }, (scope, throwable) -> {
+            scope.recordError(throwable);
+            scope.close();
+            return Mono.empty();
+        }, scope -> {
+            scope.close();
+            return Mono.empty();
+        });
+    }
+
+    @SuppressWarnings("try")
+    private static <T> Mono<T> startMono(GenAiTracingScope scope, Supplier<Mono<T>> operation) {
+        try (AutoCloseable ignored = scope.makeSpanCurrent()) {
+            return operation.get();
+        } catch (Exception e) {
+            return Mono.error(e);
+        }
+    }
+
+    @SuppressWarnings("try")
+    private static <T> Flux<T> startFlux(GenAiTracingScope scope, Supplier<Flux<T>> operation) {
+        try (AutoCloseable ignored = scope.makeSpanCurrent()) {
+            return operation.get();
+        } catch (Exception e) {
+            return Flux.error(e);
+        }
+    }
+
+    /**
+     * Extracts and formats input messages from {@link ResponseCreateParams} for tracing.
+     */
+    String extractInputMessages(ResponseCreateParams builtParams) {
+        if (!builtParams.input().isPresent()) {
+            return null;
+        }
+
+        ResponseCreateParams.Input input = builtParams.input().get();
+        if (input.isText()) {
+            return GenAiMessageFormatter.formatUserTextInput(captureContent(), input.asText());
+        }
+
+        if (input.isResponse()) {
+            List<ResponseInputItem> items = input.asResponse();
+            for (int i = items.size() - 1; i >= 0; i--) {
+                ResponseInputItem item = items.get(i);
+                if (item.easyInputMessage().isPresent()) {
+                    EasyInputMessage msg = item.easyInputMessage().get();
+                    if (EasyInputMessage.Role.USER.equals(msg.role()) && msg.content().isTextInput()) {
+                        return GenAiMessageFormatter.formatUserTextInput(captureContent(), msg.content().asTextInput());
+                    }
+                }
+                if (item.functionCallOutput().isPresent()) {
+                    ResponseInputItem.FunctionCallOutput fco = item.functionCallOutput().get();
+                    String output = fco.output().isString() ? fco.output().asString() : null;
+                    return GenAiMessageFormatter.formatToolResponseInput(captureContent(), fco.callId().orElse(null),
+                        output);
+                }
+            }
+        }
+
+        return null;
+    }
+
+    void recordResponseAttributes(GenAiTracingScope scope, Response response, boolean isInvokeAgent) {
+        if (response == null) {
+            return;
+        }
+
+        String responseId = response.id();
+        String responseModel = extractModelString(response.model());
+        Long inputTokens = null;
+        Long outputTokens = null;
+
+        Optional<ResponseUsage> usageOpt = response.usage();
+        if (usageOpt.isPresent()) {
+            ResponseUsage usage = usageOpt.get();
+            inputTokens = usage.inputTokens();
+            outputTokens = usage.outputTokens();
+        }
+
+        String outputMessages = formatOutputFromResponse(response);
+
+        scope.setResponseAttributes(responseId, responseModel, inputTokens, outputTokens, null);
+        scope.setOutputMessages(outputMessages);
+
+    }
+
+    String formatOutputFromResponse(Response response) {
+        if (response.output() == null || response.output().isEmpty()) {
+            return null;
+        }
+
+        List<Object> messages = new ArrayList<>();
+        for (ResponseOutputItem item : response.output()) {
+            Map<String, Object> message = formatOutputItem(item);
+            if (message != null) {
+                messages.add(message);
+            }
+        }
+
+        if (messages.isEmpty()) {
+            messages.add(GenAiMessageFormatter.jsonObject("role", "assistant", "parts",
+                GenAiMessageFormatter.jsonArray(GenAiMessageFormatter.jsonObject("type", "text")), "finish_reason",
+                "completed"));
+        }
+
+        return GenAiMessageFormatter.toJson(messages);
+    }
+
+    private Map<String, Object> formatOutputItem(ResponseOutputItem item) {
+        if (item.isMessage()) {
+            return formatOutputMessage(item.asMessage());
+        } else if (item.isFunctionCall()) {
+            return formatFunctionCall(item.asFunctionCall());
+        } else if (item.isFileSearchCall()) {
+            return formatFileSearchCall(item.asFileSearchCall());
+        } else if (item.isWebSearchCall()) {
+            return formatWebSearchCall(item.asWebSearchCall());
+        } else if (item.isCodeInterpreterCall()) {
+            return formatCodeInterpreterCall(item.asCodeInterpreterCall());
+        } else if (item.isComputerCall()) {
+            return formatComputerCall(item.asComputerCall());
+        } else if (item.isMcpCall()) {
+            return formatMcpCall(item.asMcpCall());
+        } else if (item.isImageGenerationCall()) {
+            return formatImageGenerationCall(item.asImageGenerationCall());
+        } else if (item.isMcpApprovalRequest()) {
+            return formatMcpApprovalRequest(item.asMcpApprovalRequest());
+        } else if (item.isMcpListTools()) {
+            return formatMcpListTools(item.asMcpListTools());
+        }
+        return null;
+    }
+
+    private Map<String, Object> formatFunctionCall(ResponseFunctionToolCall funcCall) {
+        Map<String, Object> part = GenAiMessageFormatter.jsonObject("type", "tool_call", "id", funcCall.callId());
+        if (captureContent()) {
+            part.put("name", funcCall.name());
+            part.put("arguments", funcCall.arguments());
+        }
+        return assistantMessage(part);
+    }
+
+    private Map<String, Object> formatFileSearchCall(ResponseFileSearchToolCall fileSearch) {
+        Map<String, Object> content
+            = GenAiMessageFormatter.jsonObject("type", "file_search_call", "id", fileSearch.id());
+        if (captureContent()) {
+            List<String> queries = fileSearch.queries();
+            if (queries != null && !queries.isEmpty()) {
+                content.put("queries", queries);
+            }
+            Optional<List<ResponseFileSearchToolCall.Result>> results = fileSearch.results();
+            if (results.isPresent() && !results.get().isEmpty()) {
+                List<Object> serializedResults = new ArrayList<>();
+                for (ResponseFileSearchToolCall.Result result : results.get()) {
+                    Map<String, Object> serializedResult = GenAiMessageFormatter.jsonObject();
+                    if (result.fileId().isPresent()) {
+                        serializedResult.put("file_id", result.fileId().get());
+                    }
+                    if (result.filename().isPresent()) {
+                        serializedResult.put("filename", result.filename().get());
+                    }
+                    if (result.score().isPresent()) {
+                        serializedResult.put("score", result.score().get());
+                    }
+                    serializedResults.add(serializedResult);
+                }
+                content.put("results", serializedResults);
+            }
+        }
+        return assistantMessage(GenAiMessageFormatter.jsonObject("type", "tool_call", "content", content));
+    }
+
+    private Map<String, Object> formatWebSearchCall(ResponseFunctionWebSearch webSearch) {
+        return assistantMessage(GenAiMessageFormatter.jsonObject("type", "tool_call", "content",
+            GenAiMessageFormatter.jsonObject("type", "web_search_call", "id", webSearch.id())));
+    }
+
+    private Map<String, Object> formatCodeInterpreterCall(ResponseCodeInterpreterToolCall codeInterpreter) {
+        Map<String, Object> content
+            = GenAiMessageFormatter.jsonObject("type", "code_interpreter_call", "id", codeInterpreter.id());
+        if (captureContent()) {
+            Optional<String> code = codeInterpreter.code();
+            if (code.isPresent()) {
+                content.put("code", code.get());
+            }
+        }
+        return assistantMessage(GenAiMessageFormatter.jsonObject("type", "tool_call", "content", content));
+    }
+
+    private Map<String, Object> formatComputerCall(ResponseComputerToolCall computerCall) {
+        return assistantMessage(GenAiMessageFormatter.jsonObject("type", "computer_call", "id", computerCall.callId()));
+    }
+
+    private Map<String, Object> formatMcpCall(ResponseOutputItem.McpCall mcpCall) {
+        Map<String, Object> part = GenAiMessageFormatter.jsonObject("type", "mcp_call", "id", mcpCall.id());
+        if (captureContent()) {
+            part.put("name", mcpCall.name());
+            part.put("server_label", mcpCall.serverLabel());
+            part.put("arguments", mcpCall.arguments());
+        }
+        return assistantMessage(part);
+    }
+
+    private Map<String, Object> formatImageGenerationCall(ResponseOutputItem.ImageGenerationCall imageGen) {
+        return assistantMessage(GenAiMessageFormatter.jsonObject("type", "image_generation_call", "id", imageGen.id()));
+    }
+
+    private Map<String, Object> formatMcpApprovalRequest(ResponseOutputItem.McpApprovalRequest approval) {
+        Map<String, Object> part
+            = GenAiMessageFormatter.jsonObject("type", "mcp_approval_request", "id", approval.id());
+        if (captureContent()) {
+            part.put("name", approval.name());
+            part.put("server_label", approval.serverLabel());
+            part.put("arguments", approval.arguments());
+        }
+        return assistantMessage(part);
+    }
+
+    private Map<String, Object> formatMcpListTools(ResponseOutputItem.McpListTools mcpListTools) {
+        Map<String, Object> part = GenAiMessageFormatter.jsonObject("type", "mcp_list_tools", "id", mcpListTools.id());
+        if (captureContent()) {
+            part.put("server_label", mcpListTools.serverLabel());
+        }
+        return assistantMessage(part);
+    }
+
+    private Map<String, Object> formatOutputMessage(ResponseOutputMessage message) {
+        List<Object> parts = new ArrayList<>();
+        if (message.content() != null) {
+            for (ResponseOutputMessage.Content contentPart : message.content()) {
+                if (contentPart.isOutputText() && captureContent()) {
+                    ResponseOutputText textPart = contentPart.asOutputText();
+                    parts.add(GenAiMessageFormatter.jsonObject("type", "text", "content", textPart.text()));
+                } else {
+                    parts.add(GenAiMessageFormatter.jsonObject("type", "text"));
+                }
+            }
+        }
+
+        return GenAiMessageFormatter.jsonObject("role", "assistant", "parts", parts, "finish_reason", "completed");
+    }
+
+    private static Map<String, Object> assistantMessage(Map<String, Object> part) {
+        return GenAiMessageFormatter.jsonObject("role", "assistant", "parts", GenAiMessageFormatter.jsonArray(part));
+    }
+
+    /**
+     * Extracts the model name string from a {@code ResponsesModel} union type.
+     */
+    static String extractModelString(com.openai.models.ResponsesModel model) {
+        if (model == null) {
+            return null;
+        }
+        if (model.isString()) {
+            return model.asString();
+        }
+        if (model.isChat()) {
+            return model.asChat().asString();
+        }
+        if (model.isOnly()) {
+            return model.asOnly().asString();
+        }
+        return model.toString();
+    }
+
+    private ResponseSpanParams extractParams(AzureCreateResponseOptions createResponse,
+        ResponseCreateParams builtParams) {
+        String model = builtParams.model().isPresent() ? extractModelString(builtParams.model().get()) : null;
+        AgentReference agentRef = createResponse.getAgentReference();
+        String agentName = agentRef != null ? agentRef.getName() : null;
+        boolean isInvokeAgent = agentName != null;
+        String nameForSpan = isInvokeAgent ? agentName : model;
+        String inputMessages = extractInputMessages(builtParams);
+        String instructions = builtParams.instructions().orElse("");
+        String conversationId = builtParams.conversation().isPresent() ? builtParams.conversation().get().asId() : null;
+        return new ResponseSpanParams(isInvokeAgent, nameForSpan, agentName, model, inputMessages, instructions,
+            conversationId);
+    }
+
+    private GenAiTracingScope startResponseScope(ResponseSpanParams params) {
+        GenAiTracingScope scope = params.isInvokeAgent
+            ? instrumentation.startInvokeAgent(params.nameForSpan)
+            : instrumentation.startChat(params.nameForSpan);
+        if (scope == null) {
+            return null;
+        }
+        if (params.agentName != null) {
+            scope.setAgentAttributes(null, params.agentName, null, null);
+        }
+        scope.setRequestModelAttributes(params.model, null, null);
+        scope.setInputMessages(params.inputMessages);
+        if (!params.isInvokeAgent && params.instructions != null && captureContent()) {
+            scope.setSystemInstructions(params.instructions);
+        }
+        if (params.conversationId != null) {
+            scope.setConversationId(params.conversationId);
+        }
+        return scope;
+    }
+
+    private static final class ResponseSpanParams {
+        private final boolean isInvokeAgent;
+        private final String nameForSpan;
+        private final String agentName;
+        private final String model;
+        private final String inputMessages;
+        private final String instructions;
+        private final String conversationId;
+
+        ResponseSpanParams(boolean isInvokeAgent, String nameForSpan, String agentName, String model,
+            String inputMessages, String instructions, String conversationId) {
+            this.isInvokeAgent = isInvokeAgent;
+            this.nameForSpan = nameForSpan;
+            this.agentName = agentName;
+            this.model = model;
+            this.inputMessages = inputMessages;
+            this.instructions = instructions;
+            this.conversationId = conversationId;
+        }
+    }
+
+    private static final class StreamingState {
+        private final GenAiTracingScope scope;
+        private final boolean isInvokeAgent;
+        private final ResponseAccumulator accumulator;
+        private volatile boolean finalized;
+
+        StreamingState(GenAiTracingScope scope, boolean isInvokeAgent) {
+            this.scope = scope;
+            this.isInvokeAgent = isInvokeAgent;
+            this.accumulator = ResponseAccumulator.create();
+        }
+
+        void accumulate(ResponseStreamEvent event) {
+            accumulator.accumulate(event);
+        }
+
+        void finalizeStream(GenAiResponseTracing responseTracing) {
+            if (finalized) {
+                return;
+            }
+            finalized = true;
+            Response response = accumulator.response();
+            if (response != null) {
+                responseTracing.recordResponseAttributes(scope, response, isInvokeAgent);
+            }
+            scope.close();
+        }
+
+        void recordError(Throwable throwable) {
+            if (finalized) {
+                return;
+            }
+            finalized = true;
+            scope.recordError(throwable);
+            scope.close();
+        }
+
+        void close() {
+            if (finalized) {
+                return;
+            }
+            finalized = true;
+            scope.close();
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    private static <E extends Throwable> void sneakyThrows(Throwable e) throws E {
+        throw (E) e;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiTracingScope.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiTracingScope.java
new file mode 100644
index 0000000000000..5e1eabcf85d01
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiTracingScope.java
@@ -0,0 +1,241 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.core.util.Context;
+import com.azure.core.util.TelemetryAttributes;
+import com.azure.core.util.metrics.DoubleHistogram;
+import com.azure.core.util.metrics.Meter;
+
+import java.time.OffsetDateTime;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.DEFAULT_HTTPS_PORT;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.ERROR_TYPE;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_AGENT_HOSTED_CPU;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_AGENT_HOSTED_IMAGE;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_AGENT_HOSTED_MEMORY;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_AGENT_HOSTED_PROTOCOL;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_AGENT_HOSTED_PROTOCOL_VERSION;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_AGENT_ID;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_AGENT_NAME;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_AGENT_TYPE;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_AGENT_VERSION;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_CONVERSATION_ID;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_INPUT_MESSAGES;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_OPERATION_NAME;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_OUTPUT_MESSAGES;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_PROVIDER_NAME;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_PROVIDER_NAME_VALUE;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_REQUEST_MODEL;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_REQUEST_TEMPERATURE;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_REQUEST_TOP_P;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_RESPONSE_FINISH_REASONS;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_RESPONSE_ID;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_RESPONSE_MODEL;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_SYSTEM_INSTRUCTIONS;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_TOKEN_TYPE;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_USAGE_INPUT_TOKENS;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.GEN_AI_USAGE_OUTPUT_TOKENS;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.OPERATION_CHAT;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.OPERATION_INVOKE_AGENT;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.OPERATION_RESPONSES;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.SERVER_ADDRESS;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.SERVER_PORT;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.TOKEN_TYPE_INPUT;
+import static com.azure.ai.agents.implementation.telemetry.GenAiConstants.TOKEN_TYPE_OUTPUT;
+
+/**
+ * Manages the lifecycle of a single GenAI tracing span, including attribute setting, metrics recording, and content
+ * privacy gating. Created by {@link GenAiInstrumentation}; all telemetry primitives (tracer, meter, histograms,
+ * content flag) come from that per-client instance rather than global state.
+ */
+final class GenAiTracingScope implements AutoCloseable {
+
+    private final GenAiInstrumentation instrumentation;
+    private final Context spanContext;
+    private final String operationName;
+    private final String serverAddress;
+    private final int serverPort;
+    private final long startTimeNanos;
+    private final AtomicInteger ended = new AtomicInteger(0);
+
+    // Deferred attributes for metrics.
+    private String requestModel;
+    private String responseModel;
+    private String errorType;
+    private Throwable error;
+    private Long inputTokens;
+    private Long outputTokens;
+
+    GenAiTracingScope(GenAiInstrumentation instrumentation, Context spanContext, String operationName,
+        String serverAddress, int serverPort) {
+        this.instrumentation = instrumentation;
+        this.spanContext = spanContext;
+        this.operationName = operationName;
+        this.serverAddress = serverAddress;
+        this.serverPort = serverPort;
+        this.startTimeNanos = System.nanoTime();
+    }
+
+    void setAgentAttributes(String agentId, String agentName, String agentVersion, String agentType) {
+        setAttributeIfNotEmpty(GEN_AI_AGENT_ID, agentId);
+        setAttributeIfNotEmpty(GEN_AI_AGENT_NAME, agentName);
+        setAttributeIfNotEmpty(GEN_AI_AGENT_VERSION, agentVersion);
+        setAttributeIfNotEmpty(GEN_AI_AGENT_TYPE, agentType);
+    }
+
+    void setAgentIdAndVersion(String agentId, String agentVersion) {
+        setAttributeIfNotEmpty(GEN_AI_AGENT_ID, agentId);
+        setAttributeIfNotEmpty(GEN_AI_AGENT_VERSION, agentVersion);
+    }
+
+    void setHostedAgentAttributes(String cpu, String memory, String image, String protocol, String protocolVersion) {
+        setAttributeIfNotEmpty(GEN_AI_AGENT_HOSTED_CPU, cpu);
+        setAttributeIfNotEmpty(GEN_AI_AGENT_HOSTED_MEMORY, memory);
+        setAttributeIfNotEmpty(GEN_AI_AGENT_HOSTED_IMAGE, image);
+        setAttributeIfNotEmpty(GEN_AI_AGENT_HOSTED_PROTOCOL, protocol);
+        setAttributeIfNotEmpty(GEN_AI_AGENT_HOSTED_PROTOCOL_VERSION, protocolVersion);
+    }
+
+    void setRequestModelAttributes(String model, Double temperature, Double topP) {
+        setAttributeIfNotEmpty(GEN_AI_REQUEST_MODEL, model);
+        this.requestModel = model;
+        if (temperature != null) {
+            instrumentation.tracer().setAttribute(GEN_AI_REQUEST_TEMPERATURE, String.valueOf(temperature), spanContext);
+        }
+        if (topP != null) {
+            instrumentation.tracer().setAttribute(GEN_AI_REQUEST_TOP_P, String.valueOf(topP), spanContext);
+        }
+    }
+
+    void setSystemInstructions(String instructions) {
+        if (instructions == null) {
+            return;
+        }
+        String value
+            = GenAiMessageFormatter.formatSystemInstructions(instrumentation.isContentRecordingEnabled(), instructions);
+        instrumentation.tracer().setAttribute(GEN_AI_SYSTEM_INSTRUCTIONS, value, spanContext);
+    }
+
+    void setInputMessages(String messages) {
+        if (messages != null) {
+            instrumentation.tracer().setAttribute(GEN_AI_INPUT_MESSAGES, messages, spanContext);
+        }
+    }
+
+    void setOutputMessages(String messages) {
+        if (messages != null) {
+            instrumentation.tracer().setAttribute(GEN_AI_OUTPUT_MESSAGES, messages, spanContext);
+        }
+    }
+
+    void setResponseAttributes(String responseId, String model, Long inputTokenCount, Long outputTokenCount,
+        String finishReasons) {
+        setAttributeIfNotEmpty(GEN_AI_RESPONSE_ID, responseId);
+        setAttributeIfNotEmpty(GEN_AI_RESPONSE_MODEL, model);
+        if (inputTokenCount != null) {
+            instrumentation.tracer().setAttribute(GEN_AI_USAGE_INPUT_TOKENS, inputTokenCount, spanContext);
+        }
+        if (outputTokenCount != null) {
+            instrumentation.tracer().setAttribute(GEN_AI_USAGE_OUTPUT_TOKENS, outputTokenCount, spanContext);
+        }
+        setAttributeIfNotEmpty(GEN_AI_RESPONSE_FINISH_REASONS, finishReasons);
+
+        this.responseModel = model;
+        this.inputTokens = inputTokenCount;
+        this.outputTokens = outputTokenCount;
+    }
+
+    void setConversationId(String conversationId) {
+        setAttributeIfNotEmpty(GEN_AI_CONVERSATION_ID, conversationId);
+    }
+
+    void addEvent(String eventName, Map<String, Object> attributes) {
+        instrumentation.tracer().addEvent(eventName, attributes, OffsetDateTime.now(), spanContext);
+    }
+
+    void recordError(Throwable error) {
+        if (error != null) {
+            this.error = error;
+            this.errorType = error.getClass().getName();
+            instrumentation.tracer().setAttribute(ERROR_TYPE, this.errorType, spanContext);
+        }
+    }
+
+    Context getSpanContext() {
+        return spanContext;
+    }
+
+    boolean isContentRecordingEnabled() {
+        return instrumentation.isContentRecordingEnabled();
+    }
+
+    AutoCloseable makeSpanCurrent() {
+        return instrumentation.tracer().makeSpanCurrent(spanContext);
+    }
+
+    @Override
+    public void close() {
+        if (ended.compareAndSet(0, 1)) {
+            recordMetrics();
+            instrumentation.tracer().end(errorType, error, spanContext);
+        }
+    }
+
+    private void recordMetrics() {
+        double durationSeconds = (System.nanoTime() - startTimeNanos) / 1_000_000_000.0;
+        if (instrumentation.tokenUsageHistogram().isEnabled() || instrumentation.durationHistogram().isEnabled()) {
+            Map<String, Object> baseAttributes = new HashMap<>();
+            String metricOperationName
+                = OPERATION_CHAT.equals(operationName) || OPERATION_INVOKE_AGENT.equals(operationName)
+                    ? OPERATION_RESPONSES
+                    : operationName;
+            baseAttributes.put(GEN_AI_OPERATION_NAME, metricOperationName);
+            baseAttributes.put(GEN_AI_PROVIDER_NAME, GEN_AI_PROVIDER_NAME_VALUE);
+            baseAttributes.put(SERVER_ADDRESS, serverAddress);
+            if (serverPort != DEFAULT_HTTPS_PORT) {
+                baseAttributes.put(SERVER_PORT, (long) serverPort);
+            }
+            String model = responseModel == null ? requestModel : responseModel;
+            if (model != null) {
+                baseAttributes.put(GEN_AI_REQUEST_MODEL, model);
+            }
+            if (errorType != null) {
+                baseAttributes.put(ERROR_TYPE, errorType);
+            }
+
+            final Meter meter = instrumentation.meter();
+            final DoubleHistogram durationHistogram = instrumentation.durationHistogram();
+            if (durationHistogram.isEnabled()) {
+                TelemetryAttributes durationAttrs = meter.createAttributes(baseAttributes);
+                durationHistogram.record(durationSeconds, durationAttrs, spanContext);
+            }
+
+            final DoubleHistogram tokenUsageHistogram = instrumentation.tokenUsageHistogram();
+            if (tokenUsageHistogram.isEnabled()) {
+                if (inputTokens != null && inputTokens > 0) {
+                    Map<String, Object> inputAttrs = new HashMap<>(baseAttributes);
+                    inputAttrs.put(GEN_AI_TOKEN_TYPE, TOKEN_TYPE_INPUT);
+                    tokenUsageHistogram.record(inputTokens.doubleValue(), meter.createAttributes(inputAttrs),
+                        spanContext);
+                }
+                if (outputTokens != null && outputTokens > 0) {
+                    Map<String, Object> outputAttrs = new HashMap<>(baseAttributes);
+                    outputAttrs.put(GEN_AI_TOKEN_TYPE, TOKEN_TYPE_OUTPUT);
+                    tokenUsageHistogram.record(outputTokens.doubleValue(), meter.createAttributes(outputAttrs),
+                        spanContext);
+                }
+            }
+        }
+    }
+
+    private void setAttributeIfNotEmpty(String key, String value) {
+        if (value != null && !value.isEmpty()) {
+            instrumentation.tracer().setAttribute(key, value, spanContext);
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/TracedRawStreamingResponse.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/TracedRawStreamingResponse.java
new file mode 100644
index 0000000000000..01e57afe2040b
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/TracedRawStreamingResponse.java
@@ -0,0 +1,169 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.core.util.logging.ClientLogger;
+import com.openai.core.http.Headers;
+import com.openai.core.http.HttpResponseFor;
+import com.openai.core.http.StreamResponse;
+import com.openai.helpers.ResponseAccumulator;
+import com.openai.models.responses.Response;
+import com.openai.models.responses.ResponseStreamEvent;
+
+import java.io.InputStream;
+import java.util.Iterator;
+import java.util.Spliterator;
+import java.util.Spliterators;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.stream.Stream;
+import java.util.stream.StreamSupport;
+
+/**
+ * Raw OpenAI streaming response that keeps a GenAI span open for the parsed stream lifecycle.
+ */
+final class TracedRawStreamingResponse implements HttpResponseFor<StreamResponse<ResponseStreamEvent>> {
+    private static final ClientLogger LOGGER = new ClientLogger(TracedRawStreamingResponse.class);
+
+    private final HttpResponseFor<StreamResponse<ResponseStreamEvent>> delegate;
+    private final GenAiTracingScope scope;
+    private final GenAiResponseTracing responseTracing;
+    private final boolean invokeAgent;
+    private final AtomicBoolean closed = new AtomicBoolean();
+    private TracedStreamResponse parsed;
+
+    TracedRawStreamingResponse(HttpResponseFor<StreamResponse<ResponseStreamEvent>> delegate, GenAiTracingScope scope,
+        GenAiResponseTracing responseTracing, boolean invokeAgent) {
+        this.delegate = delegate;
+        this.scope = scope;
+        this.responseTracing = responseTracing;
+        this.invokeAgent = invokeAgent;
+    }
+
+    @Override
+    public int statusCode() {
+        return delegate.statusCode();
+    }
+
+    @Override
+    public Headers headers() {
+        return delegate.headers();
+    }
+
+    @Override
+    public InputStream body() {
+        return delegate.body();
+    }
+
+    @Override
+    public synchronized StreamResponse<ResponseStreamEvent> parse() {
+        if (parsed == null) {
+            try {
+                parsed = new TracedStreamResponse(delegate.parse());
+            } catch (RuntimeException e) {
+                scope.recordError(e);
+                close();
+                throw LOGGER.logThrowableAsError(e);
+            }
+        }
+        return parsed;
+    }
+
+    @Override
+    public void close() {
+        if (closed.compareAndSet(false, true)) {
+            try {
+                if (parsed != null) {
+                    parsed.close();
+                } else {
+                    scope.close();
+                }
+            } finally {
+                delegate.close();
+            }
+        }
+    }
+
+    private final class TracedStreamResponse implements StreamResponse<ResponseStreamEvent> {
+        private final StreamResponse<ResponseStreamEvent> streamDelegate;
+        private final ResponseAccumulator accumulator = ResponseAccumulator.create();
+        private final AtomicBoolean streamCreated = new AtomicBoolean();
+        private final AtomicBoolean streamClosed = new AtomicBoolean();
+
+        private TracedStreamResponse(StreamResponse<ResponseStreamEvent> streamDelegate) {
+            this.streamDelegate = streamDelegate;
+        }
+
+        @Override
+        public Stream<ResponseStreamEvent> stream() {
+            if (!streamCreated.compareAndSet(false, true)) {
+                throw LOGGER.logExceptionAsError(
+                    new IllegalStateException("This raw streaming response has already been consumed."));
+            }
+            Iterator<ResponseStreamEvent> iterator;
+            try {
+                iterator = streamDelegate.stream().iterator();
+            } catch (RuntimeException e) {
+                fail(e);
+                throw LOGGER.logThrowableAsError(e);
+            }
+            Iterator<ResponseStreamEvent> tracedIterator = new Iterator<ResponseStreamEvent>() {
+                @Override
+                public boolean hasNext() {
+                    try {
+                        boolean hasNext = iterator.hasNext();
+                        if (!hasNext) {
+                            close();
+                        }
+                        return hasNext;
+                    } catch (RuntimeException e) {
+                        fail(e);
+                        throw LOGGER.logThrowableAsError(e);
+                    }
+                }
+
+                @Override
+                public ResponseStreamEvent next() {
+                    try {
+                        ResponseStreamEvent event = iterator.next();
+                        accumulator.accumulate(event);
+                        return event;
+                    } catch (RuntimeException e) {
+                        fail(e);
+                        throw LOGGER.logThrowableAsError(e);
+                    }
+                }
+            };
+            return StreamSupport.stream(Spliterators.spliteratorUnknownSize(tracedIterator, Spliterator.ORDERED), false)
+                .onClose(this::close);
+        }
+
+        @Override
+        public void close() {
+            if (streamClosed.compareAndSet(false, true)) {
+                try {
+                    Response response = completedResponse();
+                    if (response != null) {
+                        responseTracing.recordResponseAttributes(scope, response, invokeAgent);
+                    }
+                    scope.close();
+                } finally {
+                    streamDelegate.close();
+                }
+            }
+        }
+
+        private void fail(RuntimeException error) {
+            scope.recordError(error);
+            close();
+        }
+
+        private Response completedResponse() {
+            try {
+                return accumulator.response();
+            } catch (IllegalStateException ignored) {
+                return null;
+            }
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/TracedStreamIterable.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/TracedStreamIterable.java
new file mode 100644
index 0000000000000..b3b29e072ab66
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/TracedStreamIterable.java
@@ -0,0 +1,112 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.core.util.logging.ClientLogger;
+import com.openai.helpers.ResponseAccumulator;
+import com.openai.models.responses.Response;
+import com.openai.models.responses.ResponseStreamEvent;
+
+import java.util.Iterator;
+import java.util.NoSuchElementException;
+
+/**
+ * A wrapper around a streaming response iterable that records tracing attributes and metrics as the stream is
+ * consumed.
+ *
+ * <p>The span remains open until the stream is fully consumed or an error occurs. Token counts and response
+ * metadata are captured from the accumulated stream using the OpenAI SDK's {@link ResponseAccumulator}.</p>
+ */
+public final class TracedStreamIterable implements Iterable<ResponseStreamEvent>, AutoCloseable {
+
+    private static final ClientLogger LOGGER = new ClientLogger(TracedStreamIterable.class);
+
+    private final Iterable<ResponseStreamEvent> inner;
+    private final GenAiTracingScope scope;
+    private final GenAiResponseTracing responseTracing;
+    private final boolean isInvokeAgent;
+    private volatile boolean consumed;
+
+    TracedStreamIterable(Iterable<ResponseStreamEvent> inner, GenAiTracingScope scope,
+        GenAiResponseTracing responseTracing, boolean isInvokeAgent) {
+        this.inner = inner;
+        this.scope = scope;
+        this.responseTracing = responseTracing;
+        this.isInvokeAgent = isInvokeAgent;
+    }
+
+    @Override
+    public Iterator<ResponseStreamEvent> iterator() {
+        return new TracedIterator(inner.iterator());
+    }
+
+    @Override
+    public void close() {
+        if (!consumed && scope != null) {
+            consumed = true;
+            scope.close();
+        }
+    }
+
+    private final class TracedIterator implements Iterator<ResponseStreamEvent> {
+        private final Iterator<ResponseStreamEvent> innerIterator;
+        private final ResponseAccumulator accumulator;
+
+        TracedIterator(Iterator<ResponseStreamEvent> innerIterator) {
+            this.innerIterator = innerIterator;
+            this.accumulator = ResponseAccumulator.create();
+        }
+
+        @Override
+        public boolean hasNext() {
+            try {
+                boolean hasNext = innerIterator.hasNext();
+                if (!hasNext) {
+                    finalizeStream();
+                }
+                return hasNext;
+            } catch (RuntimeException ex) {
+                recordErrorAndClose(ex);
+                throw LOGGER.logExceptionAsError(ex);
+            }
+        }
+
+        @Override
+        public ResponseStreamEvent next() {
+            try {
+                ResponseStreamEvent event = innerIterator.next();
+                accumulator.accumulate(event);
+                return event;
+            } catch (NoSuchElementException ex) {
+                finalizeStream();
+                throw LOGGER.logExceptionAsError(ex);
+            } catch (RuntimeException ex) {
+                recordErrorAndClose(ex);
+                throw LOGGER.logExceptionAsError(ex);
+            }
+        }
+
+        private void recordErrorAndClose(Throwable ex) {
+            if (scope != null && !consumed) {
+                scope.recordError(ex);
+                scope.close();
+                consumed = true;
+            }
+        }
+
+        private void finalizeStream() {
+            if (scope == null || consumed) {
+                return;
+            }
+            consumed = true;
+
+            Response response = accumulator.response();
+            if (response != null) {
+                responseTracing.recordResponseAttributes(scope, response, isInvokeAgent);
+            }
+
+            scope.close();
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingAzureMonitorSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingAzureMonitorSample.java
new file mode 100644
index 0000000000000..12ccaacfea3bf
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingAzureMonitorSample.java
@@ -0,0 +1,98 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.models.AgentReference;
+import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.AzureCreateResponseOptions;
+import com.azure.ai.agents.models.PromptAgentDefinition;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import com.azure.monitor.opentelemetry.autoconfigure.AzureMonitorAutoConfigure;
+import com.openai.models.responses.Response;
+import com.openai.models.responses.ResponseCreateParams;
+import io.opentelemetry.api.trace.Span;
+import io.opentelemetry.api.trace.Tracer;
+import io.opentelemetry.context.Scope;
+import io.opentelemetry.sdk.OpenTelemetrySdk;
+import io.opentelemetry.sdk.autoconfigure.AutoConfiguredOpenTelemetrySdk;
+import io.opentelemetry.sdk.autoconfigure.AutoConfiguredOpenTelemetrySdkBuilder;
+
+/**
+ * Sample demonstrating GenAI tracing exported to Azure Monitor (Application Insights).
+ *
+ * <p>As with the console sample, there is no {@code enableGenAiTracing()} opt-in: tracing activates automatically
+ * once OpenTelemetry is configured (here via Azure Monitor autoconfigure, registered globally). Set the
+ * {@code AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED} environment variable to {@code true} to also capture
+ * message/agent content.</p>
+ *
+ * <p>Prerequisites:</p>
+ * <ul>
+ *   <li>{@code FOUNDRY_PROJECT_ENDPOINT} and {@code FOUNDRY_MODEL_NAME} environment variables set</li>
+ *   <li>{@code APPLICATIONINSIGHTS_CONNECTION_STRING} environment variable set</li>
+ *   <li>Logged in via {@code az login}</li>
+ * </ul>
+ *
+ * <p>To run this sample, add these dependencies to your project:</p>
+ * <ul>
+ *   <li>{@code com.azure:azure-ai-agents}</li>
+ *   <li>{@code com.azure:azure-monitor-opentelemetry-autoconfigure}</li>
+ *   <li>{@code com.azure:azure-identity}</li>
+ *   <li>{@code com.azure:azure-core-tracing-opentelemetry}</li>
+ * </ul>
+ */
+public final class TracingAzureMonitorSample {
+
+    /**
+     * Runs the Azure Monitor tracing sample.
+     *
+     * @param args unused.
+     */
+    @SuppressWarnings("try")
+    public static void main(String[] args) {
+        String endpoint = System.getenv("FOUNDRY_PROJECT_ENDPOINT");
+        String model = System.getenv("FOUNDRY_MODEL_NAME");
+        String appInsightsConnectionString = System.getenv("APPLICATIONINSIGHTS_CONNECTION_STRING");
+
+        // 1. Configure the Azure Monitor OpenTelemetry exporter and register it globally.
+        AutoConfiguredOpenTelemetrySdkBuilder sdkBuilder = AutoConfiguredOpenTelemetrySdk.builder();
+        AzureMonitorAutoConfigure.customize(sdkBuilder, appInsightsConnectionString);
+        sdkBuilder.setResultAsGlobal();
+        OpenTelemetrySdk openTelemetry = sdkBuilder.build().getOpenTelemetrySdk();
+
+        // 2. Optionally group the operations under a parent span.
+        Tracer tracer = openTelemetry.getTracer("azure-monitor-tracing-sample");
+        Span parentSpan = tracer.spanBuilder("travel-assistant-workflow").startSpan();
+        try (Scope scope = parentSpan.makeCurrent()) {
+            // 3. Build the clients. The configured OpenTelemetry is picked up automatically.
+            AgentsClientBuilder builder
+                = new AgentsClientBuilder().endpoint(endpoint).credential(new DefaultAzureCredentialBuilder().build());
+            AgentsClient agentsClient = builder.buildAgentsClient();
+            ResponsesClient responsesClient = builder.buildResponsesClient();
+
+            // 4. Create an agent - produces a "create_agent" span nested under the parent span.
+            String agentName = "AzureMonitorTracingSample";
+            AgentVersionDetails agent = agentsClient.createAgentVersion(agentName,
+                new PromptAgentDefinition(model).setInstructions("You are a travel assistant. Help users plan trips."));
+            System.out.println("Agent created: " + agent.getName());
+
+            // 5. Generate a response - produces an "invoke_agent" span.
+            AzureCreateResponseOptions azureOptions
+                = new AzureCreateResponseOptions().setAgentReference(new AgentReference(agentName));
+            ResponseCreateParams.Builder params = ResponseCreateParams.builder().input("Plan a 3-day trip to Tokyo.");
+            Response response = responsesClient.createAzureResponse(azureOptions, params);
+            System.out.println("Response ID: " + response.id());
+
+            agentsClient.deleteAgent(agentName);
+        } finally {
+            parentSpan.end();
+        }
+
+        // 6. Flush all pending spans to Azure Monitor before exiting.
+        openTelemetry.close();
+        System.out.println("Done. Traces will appear in Application Insights within a few minutes.");
+    }
+
+    private TracingAzureMonitorSample() {
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingConsoleSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingConsoleSample.java
new file mode 100644
index 0000000000000..183b17c4238a2
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingConsoleSample.java
@@ -0,0 +1,87 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.models.AgentReference;
+import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.AzureCreateResponseOptions;
+import com.azure.ai.agents.models.PromptAgentDefinition;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import com.openai.models.responses.Response;
+import com.openai.models.responses.ResponseCreateParams;
+import io.opentelemetry.api.common.AttributeKey;
+import io.opentelemetry.exporter.logging.LoggingSpanExporter;
+import io.opentelemetry.sdk.OpenTelemetrySdk;
+import io.opentelemetry.sdk.resources.Resource;
+import io.opentelemetry.sdk.trace.SdkTracerProvider;
+import io.opentelemetry.sdk.trace.export.SimpleSpanProcessor;
+
+/**
+ * Sample demonstrating GenAI tracing exported to the console.
+ *
+ * <p>Unlike the original experimental design, there is no {@code enableGenAiTracing()} / {@code disableGenAiTracing()}
+ * opt-in: tracing activates automatically once an OpenTelemetry implementation is configured (here registered
+ * globally). To also capture message/agent content, set the
+ * {@code AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED} environment variable to {@code true} (it is off by
+ * default).</p>
+ *
+ * <p>To run this sample, add these dependencies to your project:</p>
+ * <ul>
+ *   <li>{@code com.azure:azure-ai-agents}</li>
+ *   <li>{@code com.azure:azure-core-tracing-opentelemetry}</li>
+ *   <li>{@code com.azure:azure-identity}</li>
+ *   <li>{@code io.opentelemetry:opentelemetry-sdk}</li>
+ *   <li>{@code io.opentelemetry:opentelemetry-exporter-logging}</li>
+ * </ul>
+ */
+public final class TracingConsoleSample {
+
+    /**
+     * Runs the console tracing sample.
+     *
+     * @param args unused.
+     */
+    public static void main(String[] args) {
+        // 1. Configure OpenTelemetry with a console span exporter and register it globally.
+        SdkTracerProvider tracerProvider = SdkTracerProvider.builder()
+            .addSpanProcessor(SimpleSpanProcessor.create(LoggingSpanExporter.create()))
+            .setResource(Resource.getDefault()
+                .toBuilder()
+                .put(AttributeKey.stringKey("service.name"), "genai-tracing-sample")
+                .build())
+            .build();
+        OpenTelemetrySdk openTelemetry
+            = OpenTelemetrySdk.builder().setTracerProvider(tracerProvider).buildAndRegisterGlobal();
+
+        // 2. Build the clients. No tracing opt-in call is required; the configured OpenTelemetry is picked up.
+        String endpoint = System.getenv("FOUNDRY_PROJECT_ENDPOINT");
+        String model = System.getenv("FOUNDRY_MODEL_NAME");
+        AgentsClientBuilder builder
+            = new AgentsClientBuilder().endpoint(endpoint).credential(new DefaultAzureCredentialBuilder().build());
+        AgentsClient agentsClient = builder.buildAgentsClient();
+        ResponsesClient responsesClient = builder.buildResponsesClient();
+
+        // 3. Create an agent - produces a "create_agent" span.
+        String agentName = "TracingSampleAgent";
+        AgentVersionDetails agent = agentsClient.createAgentVersion(agentName,
+            new PromptAgentDefinition(model).setInstructions("You are a helpful assistant that answers concisely.")
+                .setTemperature(0.7));
+        System.out.println("Agent created: " + agent.getName() + ":" + agent.getVersion());
+
+        // 4. Generate a response - produces an "invoke_agent" span.
+        AzureCreateResponseOptions azureOptions
+            = new AzureCreateResponseOptions().setAgentReference(new AgentReference(agentName));
+        ResponseCreateParams.Builder params = ResponseCreateParams.builder().input("What is the capital of France?");
+        Response response = responsesClient.createAzureResponse(azureOptions, params);
+        System.out.println("Response ID: " + response.id());
+
+        // 5. Clean up and flush the spans to the console.
+        agentsClient.deleteAgent(agentName);
+        tracerProvider.close();
+        System.out.println("Done. Check the console output for spans.");
+    }
+
+    private TracingConsoleSample() {
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingSample.java
new file mode 100644
index 0000000000000..cddd632eb6043
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingSample.java
@@ -0,0 +1,49 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.models.AgentDefinition;
+import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.PromptAgentDefinition;
+import com.azure.core.tracing.opentelemetry.OpenTelemetryTracingOptions;
+import com.azure.core.util.ClientOptions;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import io.opentelemetry.sdk.OpenTelemetrySdk;
+
+/**
+ * Sample showing how experimental GenAI tracing is enabled for {@link AgentsClient} by configuring an OpenTelemetry
+ * implementation through the client's {@link ClientOptions}. When an OpenTelemetry SDK is configured the client emits
+ * GenAI semantic-convention spans and metrics automatically; there is no explicit opt-in call. Set the
+ * {@code AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED} environment variable to also capture message/agent content.
+ */
+public final class TracingSample {
+
+    /**
+     * Runs the tracing sample.
+     *
+     * @param args ignored.
+     */
+    public static void main(String[] args) {
+        String endpoint = System.getenv("FOUNDRY_PROJECT_ENDPOINT");
+
+        // BEGIN: com.azure.ai.agents.tracing
+        // Configure any OpenTelemetry SDK (exporters, sampling, etc.) and pass it through ClientOptions. The client
+        // then emits GenAI spans (create_agent, chat / invoke_agent, create_conversation) and metrics automatically.
+        OpenTelemetrySdk openTelemetry = OpenTelemetrySdk.builder().build();
+        AgentsClient agentsClient = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .clientOptions(new ClientOptions()
+                .setTracingOptions(new OpenTelemetryTracingOptions().setOpenTelemetry(openTelemetry)))
+            .buildAgentsClient();
+
+        AgentDefinition definition
+            = new PromptAgentDefinition("gpt-4o").setInstructions("You are a helpful assistant.");
+        AgentVersionDetails agent = agentsClient.createAgentVersion("my-agent", definition);
+        System.out.printf("Created agent %s (traced).%n", agent.getName());
+        // END: com.azure.ai.agents.tracing
+    }
+
+    private TracingSample() {
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/http/HttpClientHelperTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/http/HttpClientHelperTests.java
index bf3b9a4bd77bc..b406c08a52ec1 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/http/HttpClientHelperTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/http/HttpClientHelperTests.java
@@ -8,6 +8,7 @@
 import com.azure.core.http.HttpPipelineBuilder;
 import com.azure.core.http.HttpRequest;
 import com.azure.core.http.HttpResponse;
+import com.azure.core.http.policy.HttpPipelinePolicy;
 import com.azure.core.test.http.MockHttpResponse;
 import com.azure.core.util.Context;
 import com.openai.core.http.HttpRequestBody;
@@ -23,10 +24,13 @@
 import java.nio.charset.StandardCharsets;
 import java.util.Arrays;
 import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.atomic.AtomicReference;
 import java.util.function.Function;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertSame;
 import static org.junit.jupiter.api.Assertions.assertThrows;
 import static org.junit.jupiter.api.Assertions.assertTrue;
 import static org.junit.jupiter.api.Assertions.fail;
@@ -51,6 +55,37 @@ void executeAsyncCompletesSuccessfully() {
         assertEquals(1, recordingClient.getSendCount());
     }
 
+    @Test
+    void executeAsyncRestoresTraceContextFromRequestHeaders() {
+        Context parent = new Context("parent", "chat");
+        OpenAITracingContextBridge contextBridge = new OpenAITracingContextBridge();
+        String token = contextBridge.register(parent);
+
+        RecordingHttpClient recordingClient
+            = new RecordingHttpClient(request -> createMockResponse(request, 204, new HttpHeaders(), ""));
+        AtomicReference<Context> pipelineContext = new AtomicReference<>();
+        HttpPipelinePolicy captureContextPolicy = (context, next) -> {
+            pipelineContext.set(context.getContext());
+            return next.process();
+        };
+        com.openai.core.http.HttpClient openAiClient = HttpClientHelper.mapToOpenAIHttpClient(
+            new HttpPipelineBuilder().policies(captureContextPolicy).httpClient(recordingClient).build(),
+            contextBridge);
+        com.openai.core.http.HttpRequest request = com.openai.core.http.HttpRequest.builder()
+            .method(com.openai.core.http.HttpMethod.GET)
+            .baseUrl("https://example.com")
+            .putHeader(OpenAITracingContextBridge.TRACE_CONTEXT_HEADER, token)
+            .build();
+
+        try (com.openai.core.http.HttpResponse response = openAiClient.executeAsync(request).join()) {
+            assertEquals(204, response.statusCode());
+            assertSame(parent, pipelineContext.get());
+            assertNull(recordingClient.getLastRequest()
+                .getHeaders()
+                .getValue(OpenAITracingContextBridge.TRACE_CONTEXT_HEADER));
+        }
+    }
+
     @Test
     void executeWithNullRequestBodySucceeds() throws Exception {
         RecordingHttpClient recordingClient = new RecordingHttpClient(request -> {
@@ -217,6 +252,7 @@ HttpRequest getLastRequest() {
         int getSendCount() {
             return sendCount;
         }
+
     }
 
     private static final class TestHttpRequestBody implements HttpRequestBody {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiAgentTracingTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiAgentTracingTest.java
new file mode 100644
index 0000000000000..f6cce33d5ccf1
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiAgentTracingTest.java
@@ -0,0 +1,279 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.ai.agents.models.AgentVersionDetails;
+import com.azure.ai.agents.models.PromptAgentDefinition;
+import com.azure.core.http.rest.RequestOptions;
+import com.azure.core.tracing.opentelemetry.OpenTelemetryTracingOptions;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.core.util.ConfigurationBuilder;
+import com.azure.core.util.LibraryTelemetryOptions;
+import com.azure.core.util.metrics.Meter;
+import com.azure.core.util.metrics.MeterProvider;
+import com.azure.core.util.tracing.Tracer;
+import com.azure.core.util.tracing.TracerProvider;
+import com.azure.json.JsonProviders;
+import com.azure.json.JsonReader;
+import io.opentelemetry.api.common.AttributeKey;
+import io.opentelemetry.api.common.Attributes;
+import io.opentelemetry.api.trace.StatusCode;
+import io.opentelemetry.sdk.OpenTelemetrySdk;
+import io.opentelemetry.sdk.trace.ReadWriteSpan;
+import io.opentelemetry.sdk.trace.ReadableSpan;
+import io.opentelemetry.sdk.trace.SdkTracerProvider;
+import io.opentelemetry.sdk.trace.SpanProcessor;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.ValueSource;
+import reactor.core.publisher.Mono;
+
+import java.io.IOException;
+import java.io.UncheckedIOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.ConcurrentLinkedDeque;
+import java.util.concurrent.atomic.AtomicBoolean;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertSame;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+/**
+ * Unit tests for {@link GenAiAgentTracing} against a real in-memory OpenTelemetry SDK (no live service).
+ */
+public final class GenAiAgentTracingTest {
+
+    private static final String ENDPOINT_HOST = "contoso.services.ai.azure.com";
+    private static final String ENDPOINT = "https://" + ENDPOINT_HOST;
+    private static final String AZ_NAMESPACE_NAME = "Microsoft.CognitiveServices";
+    private static final String AGENT_NAME = "weather-agent";
+
+    private static final AttributeKey<String> AZ_NAMESPACE = AttributeKey.stringKey("az.namespace");
+    private static final AttributeKey<String> GEN_AI_PROVIDER_NAME = AttributeKey.stringKey("gen_ai.provider.name");
+    private static final AttributeKey<String> GEN_AI_OPERATION_NAME = AttributeKey.stringKey("gen_ai.operation.name");
+    private static final AttributeKey<String> GEN_AI_AGENT_NAME = AttributeKey.stringKey("gen_ai.agent.name");
+    private static final AttributeKey<String> GEN_AI_AGENT_ID = AttributeKey.stringKey("gen_ai.agent.id");
+    private static final AttributeKey<String> GEN_AI_AGENT_VERSION = AttributeKey.stringKey("gen_ai.agent.version");
+    private static final AttributeKey<String> GEN_AI_AGENT_TYPE = AttributeKey.stringKey("gen_ai.agent.type");
+    private static final AttributeKey<String> GEN_AI_REQUEST_MODEL = AttributeKey.stringKey("gen_ai.request.model");
+    private static final AttributeKey<String> GEN_AI_SYSTEM_INSTRUCTIONS
+        = AttributeKey.stringKey("gen_ai.system_instructions");
+    private static final AttributeKey<String> SERVER_ADDRESS = AttributeKey.stringKey("server.address");
+
+    private TestSpanProcessor spanProcessor;
+    private Tracer tracer;
+    private Meter meter;
+
+    @BeforeEach
+    public void setup() {
+        spanProcessor = new TestSpanProcessor();
+        final OpenTelemetryTracingOptions tracingOptions
+            = new OpenTelemetryTracingOptions().setOpenTelemetry(OpenTelemetrySdk.builder()
+                .setTracerProvider(SdkTracerProvider.builder().addSpanProcessor(spanProcessor).build())
+                .build());
+        tracer = TracerProvider.getDefaultProvider()
+            .createTracer(new LibraryTelemetryOptions("test").setResourceProviderNamespace(AZ_NAMESPACE_NAME)
+                .setSchemaUrl(GenAiInstrumentation.OTEL_SCHEMA_URL), tracingOptions);
+        meter = MeterProvider.getDefaultProvider().createMeter("test", null, null);
+    }
+
+    private GenAiAgentTracing agentTracing(boolean captureContent) {
+        return new GenAiAgentTracing(new GenAiInstrumentation(ENDPOINT, configuration(captureContent), tracer, meter));
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { true, false })
+    public void tracesPromptAgentCreation(boolean captureContent) {
+        PromptAgentDefinition definition
+            = new PromptAgentDefinition("gpt-4o").setTemperature(0.5).setTopP(0.9).setInstructions("Be helpful");
+        AgentVersionDetails response = agentVersionResponse();
+
+        AgentVersionDetails result = agentTracing(captureContent).traceCreateAgentVersion(AGENT_NAME, definition,
+            (request, options) -> response, BinaryData.fromString("{}"), new RequestOptions());
+
+        assertSame(response, result);
+        ReadableSpan span = getSpan();
+        Attributes attrs = span.getAttributes();
+        assertEquals(AZ_NAMESPACE_NAME, attrs.get(AZ_NAMESPACE));
+        assertEquals("create_agent", attrs.get(GEN_AI_OPERATION_NAME));
+        assertEquals("microsoft.foundry", attrs.get(GEN_AI_PROVIDER_NAME));
+        assertEquals(AGENT_NAME, attrs.get(GEN_AI_AGENT_NAME));
+        assertEquals("prompt", attrs.get(GEN_AI_AGENT_TYPE));
+        assertEquals("gpt-4o", attrs.get(GEN_AI_REQUEST_MODEL));
+        assertEquals(ENDPOINT_HOST, attrs.get(SERVER_ADDRESS));
+        // Enriched from the response: agent id is "name:version".
+        assertEquals(AGENT_NAME + ":1", attrs.get(GEN_AI_AGENT_ID));
+        assertEquals("1", attrs.get(GEN_AI_AGENT_VERSION));
+        // System instructions attribute is always present but content is gated.
+        String instructions = attrs.get(GEN_AI_SYSTEM_INSTRUCTIONS);
+        assertNotNull(instructions);
+        assertEquals(captureContent, instructions.contains("Be helpful"));
+        assertEquals(GenAiInstrumentation.OTEL_SCHEMA_URL,
+            span.toSpanData().getInstrumentationScopeInfo().getSchemaUrl());
+    }
+
+    @Test
+    public void tracesAsyncPromptAgentCreation() {
+        PromptAgentDefinition definition = new PromptAgentDefinition("gpt-4o");
+        AgentVersionDetails response = agentVersionResponse();
+
+        AgentVersionDetails result = agentTracing(false).traceCreateAgentVersionAsync(AGENT_NAME, definition,
+            (request, options) -> Mono.just(response), BinaryData.fromString("{}"), new RequestOptions()).block();
+
+        assertSame(response, result);
+        Attributes attrs = getSpan().getAttributes();
+        assertEquals("create_agent", attrs.get(GEN_AI_OPERATION_NAME));
+        assertEquals(AGENT_NAME, attrs.get(GEN_AI_AGENT_NAME));
+        assertEquals(AGENT_NAME + ":1", attrs.get(GEN_AI_AGENT_ID));
+    }
+
+    @Test
+    public void syncOperationThrowsPropagatesAndEndsSpan() {
+        RuntimeException failure = new RuntimeException("boom");
+        RuntimeException thrown = assertThrows(RuntimeException.class, () -> agentTracing(false)
+            .traceCreateAgentVersion(AGENT_NAME, new PromptAgentDefinition("gpt-4o"), (request, options) -> {
+                throw failure;
+            }, BinaryData.fromString("{}"), new RequestOptions()));
+
+        assertSame(failure, thrown);
+        assertEquals(StatusCode.ERROR, getSpan().toSpanData().getStatus().getStatusCode());
+    }
+
+    @Test
+    public void asyncOperationErrorPropagatesAndEndsSpan() {
+        RuntimeException failure = new RuntimeException("boom");
+        RuntimeException thrown = assertThrows(RuntimeException.class,
+            () -> agentTracing(false)
+                .traceCreateAgentVersionAsync(AGENT_NAME, new PromptAgentDefinition("gpt-4o"),
+                    (request, options) -> Mono.error(failure), BinaryData.fromString("{}"), new RequestOptions())
+                .block());
+
+        assertSame(failure, thrown);
+        assertEquals(StatusCode.ERROR, getSpan().toSpanData().getStatus().getStatusCode());
+    }
+
+    @Test
+    public void tracingDisabledOperationStillRuns() {
+        Tracer disabled = TracerProvider.getDefaultProvider().createTracer("test", null, AZ_NAMESPACE_NAME, null);
+        GenAiAgentTracing tracing
+            = new GenAiAgentTracing(new GenAiInstrumentation(ENDPOINT, configuration(false), disabled, meter));
+        AtomicBoolean invoked = new AtomicBoolean(false);
+        AgentVersionDetails response = agentVersionResponse();
+
+        AgentVersionDetails result
+            = tracing.traceCreateAgentVersion(AGENT_NAME, new PromptAgentDefinition("gpt-4o"), (request, options) -> {
+                invoked.set(true);
+                return response;
+            }, BinaryData.fromString("{}"), new RequestOptions());
+
+        assertTrue(invoked.get());
+        assertSame(response, result);
+        assertTrue(spanProcessor.getEndedSpans().isEmpty());
+    }
+
+    @Test
+    public void experimentalGateDisabledOperationDoesNotEmitGenAiSpan() {
+        GenAiAgentTracing tracing = new GenAiAgentTracing(
+            new GenAiInstrumentation(ENDPOINT, new ConfigurationBuilder().build(), tracer, meter));
+        AgentVersionDetails response = agentVersionResponse();
+
+        AgentVersionDetails result = tracing.traceCreateAgentVersion(AGENT_NAME, new PromptAgentDefinition("gpt-4o"),
+            (request, options) -> response, BinaryData.fromString("{}"), new RequestOptions());
+
+        assertSame(response, result);
+        assertTrue(spanProcessor.getEndedSpans().isEmpty());
+    }
+
+    @Test
+    public void standardContentSettingOverridesLegacySetting() {
+        Configuration configuration
+            = new ConfigurationBuilder().putProperty("experimental.enable_genai_tracing", "true")
+                .putProperty("otel.instrumentation.genai.capture_message_content", "false")
+                .putProperty("azure.tracing.gen_ai.content_recording_enabled", "true")
+                .build();
+        GenAiAgentTracing tracing
+            = new GenAiAgentTracing(new GenAiInstrumentation(ENDPOINT, configuration, tracer, meter));
+
+        tracing.traceCreateAgentVersion(AGENT_NAME,
+            new PromptAgentDefinition("gpt-4o").setInstructions("Sensitive instructions"),
+            (request, options) -> agentVersionResponse(), BinaryData.fromString("{}"), new RequestOptions());
+
+        String instructions = getSpan().getAttributes().get(GEN_AI_SYSTEM_INSTRUCTIONS);
+        assertNotNull(instructions);
+        assertFalse(instructions.contains("Sensitive instructions"));
+    }
+
+    @Test
+    public void legacyContentSettingRemainsSupported() {
+        Configuration configuration
+            = new ConfigurationBuilder().putProperty("experimental.enable_genai_tracing", "true")
+                .putProperty("azure.tracing.gen_ai.content_recording_enabled", "true")
+                .build();
+        GenAiAgentTracing tracing
+            = new GenAiAgentTracing(new GenAiInstrumentation(ENDPOINT, configuration, tracer, meter));
+
+        tracing.traceCreateAgentVersion(AGENT_NAME,
+            new PromptAgentDefinition("gpt-4o").setInstructions("Legacy opt-in"),
+            (request, options) -> agentVersionResponse(), BinaryData.fromString("{}"), new RequestOptions());
+
+        assertTrue(getSpan().getAttributes().get(GEN_AI_SYSTEM_INSTRUCTIONS).contains("Legacy opt-in"));
+    }
+
+    private ReadableSpan getSpan() {
+        List<ReadableSpan> spans = spanProcessor.getEndedSpans();
+        assertFalse(spans.isEmpty(), "Expected at least one ended span.");
+        ReadableSpan span
+            = spans.stream().filter(s -> ("create_agent " + AGENT_NAME).equals(s.getName())).findFirst().orElse(null);
+        assertNotNull(span, "create_agent span not found.");
+        return span;
+    }
+
+    private static AgentVersionDetails agentVersionResponse() {
+        String json = "{\"name\":\"" + AGENT_NAME + "\",\"version\":\"1\"}";
+        try (JsonReader reader = JsonProviders.createReader(json)) {
+            return AgentVersionDetails.fromJson(reader);
+        } catch (IOException e) {
+            throw new UncheckedIOException(e);
+        }
+    }
+
+    private static Configuration configuration(boolean captureContent) {
+        return new ConfigurationBuilder().putProperty("experimental.enable_genai_tracing", "true")
+            .putProperty("otel.instrumentation.genai.capture_message_content", Boolean.toString(captureContent))
+            .build();
+    }
+
+    private static final class TestSpanProcessor implements SpanProcessor {
+        private final ConcurrentLinkedDeque<ReadableSpan> spans = new ConcurrentLinkedDeque<>();
+
+        List<ReadableSpan> getEndedSpans() {
+            return new ArrayList<>(spans);
+        }
+
+        @Override
+        public void onStart(io.opentelemetry.context.Context parentContext, ReadWriteSpan span) {
+        }
+
+        @Override
+        public boolean isStartRequired() {
+            return false;
+        }
+
+        @Override
+        public void onEnd(ReadableSpan span) {
+            spans.add(span);
+        }
+
+        @Override
+        public boolean isEndRequired() {
+            return true;
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiMessageFormatterTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiMessageFormatterTest.java
new file mode 100644
index 0000000000000..97f0eb5575655
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiMessageFormatterTest.java
@@ -0,0 +1,143 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.json.JsonProviders;
+import com.azure.json.JsonReader;
+import org.junit.jupiter.api.Test;
+
+import java.io.IOException;
+import java.util.List;
+import java.util.Map;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+/**
+ * Unit tests for {@link GenAiMessageFormatter}, focused on the content-recording privacy gate and the corrected
+ * tool-call output formatting.
+ */
+public final class GenAiMessageFormatterTest {
+
+    @Test
+    public void serializationRoundTripsSpecialCharacters() throws IOException {
+        String content = "quote=\" slash=\\ newline=\n control=\u0001";
+
+        Map<String, Object> message = firstMessage(GenAiMessageFormatter.formatUserTextInput(true, content));
+        Map<String, Object> part = firstPart(message);
+
+        assertEquals(content, part.get("content"));
+    }
+
+    @Test
+    public void userTextInputRespectsContentGate() {
+        String on = GenAiMessageFormatter.formatUserTextInput(true, "hello");
+        assertTrue(on.contains("\"content\":\"hello\""));
+
+        String off = GenAiMessageFormatter.formatUserTextInput(false, "hello");
+        assertFalse(off.contains("hello"));
+        assertTrue(off.contains("\"type\":\"text\""));
+    }
+
+    @Test
+    public void systemInstructionsRespectContentGate() {
+        assertTrue(GenAiMessageFormatter.formatSystemInstructions(true, "be nice").contains("\"content\":\"be nice\""));
+        assertEquals("[{\"type\":\"text\"}]", GenAiMessageFormatter.formatSystemInstructions(false, "be nice"));
+    }
+
+    @Test
+    public void toolResponseInputRespectsContentGate() {
+        String on = GenAiMessageFormatter.formatToolResponseInput(true, "call-1", "result-text");
+        assertTrue(on.contains("\"result\":\"result-text\""));
+
+        String off = GenAiMessageFormatter.formatToolResponseInput(false, "call-1", "result-text");
+        assertFalse(off.contains("result-text"));
+        assertTrue(off.contains("\"id\":\"call-1\""));
+    }
+
+    @Test
+    public void toolResponseSerializesStructuredJsonResult() throws IOException {
+        Map<String, Object> message
+            = firstMessage(GenAiMessageFormatter.formatToolResponseInput(true, "call-1", "{\"value\":[1,true]}"));
+        Object result = firstPart(message).get("result");
+
+        assertTrue(result instanceof Map);
+        assertEquals(1, ((List<?>) ((Map<?, ?>) result).get("value")).get(0));
+    }
+
+    @Test
+    public void toolResponsePreservesMalformedJsonAsString() throws IOException {
+        String malformedResult = "{\"unterminated\":}";
+        Map<String, Object> message
+            = firstMessage(GenAiMessageFormatter.formatToolResponseInput(true, "call-1", malformedResult));
+
+        assertEquals(malformedResult, firstPart(message).get("result"));
+    }
+
+    @Test
+    public void toolResponsePreservesJsonWithTrailingContentAsString() throws IOException {
+        String malformedResult = "{\"first\":1}{\"second\":2}";
+        Map<String, Object> message
+            = firstMessage(GenAiMessageFormatter.formatToolResponseInput(true, "call-1", malformedResult));
+
+        assertEquals(malformedResult, firstPart(message).get("result"));
+    }
+
+    @Test
+    public void toolResponsePreservesLargeJsonNumbers() throws IOException {
+        String result = "{\"integer\":9223372036854775808,\"decimal\":1e400}";
+        Map<String, Object> message
+            = firstMessage(GenAiMessageFormatter.formatToolResponseInput(true, "call-1", result));
+        Map<?, ?> structuredResult = (Map<?, ?>) firstPart(message).get("result");
+
+        assertTrue(structuredResult.get("integer") instanceof Number);
+        assertTrue(structuredResult.get("decimal") instanceof Number);
+    }
+
+    @Test
+    public void deeplyNestedToolResponseFallsBackToString() throws IOException {
+        StringBuilder result = new StringBuilder();
+        for (int i = 0; i < 1001; i++) {
+            result.append('[');
+        }
+        for (int i = 0; i < 1001; i++) {
+            result.append(']');
+        }
+
+        Map<String, Object> message
+            = firstMessage(GenAiMessageFormatter.formatToolResponseInput(true, "call-1", result.toString()));
+
+        assertEquals(result.toString(), firstPart(message).get("result"));
+    }
+
+    @Test
+    public void toolCallOutputAlwaysIncludesTypeAndGatesContent() {
+        // Corrected behaviour: the nested content object (with the tool type) is always emitted, even when the
+        // extra content argument is null; the extra content value is only included when content recording is on.
+        String withContent = GenAiMessageFormatter.formatToolCallOutput(true, "call-1", "function_call", "extra");
+        assertTrue(withContent.contains("\"type\":\"function_call\""));
+        assertTrue(withContent.contains("\"content\":\"extra\""));
+
+        String gatedOff = GenAiMessageFormatter.formatToolCallOutput(false, "call-1", "function_call", "extra");
+        assertTrue(gatedOff.contains("\"type\":\"function_call\""));
+        assertFalse(gatedOff.contains("\"content\":\"extra\""));
+
+        String nullContent = GenAiMessageFormatter.formatToolCallOutput(true, "call-1", "code_interpreter_call", null);
+        assertTrue(nullContent.contains("\"type\":\"code_interpreter_call\""));
+        assertTrue(nullContent.contains("\"id\":\"call-1\""));
+    }
+
+    @SuppressWarnings("unchecked")
+    private static Map<String, Object> firstMessage(String json) throws IOException {
+        try (JsonReader reader = JsonProviders.createReader(json)) {
+            return (Map<String, Object>) ((List<?>) reader.readUntyped()).get(0);
+        }
+    }
+
+    @SuppressWarnings("unchecked")
+    private static Map<String, Object> firstPart(Map<String, Object> message) {
+        return (Map<String, Object>) ((List<?>) message.get("parts")).get(0);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiMetricsTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiMetricsTest.java
new file mode 100644
index 0000000000000..fc7f89197b206
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiMetricsTest.java
@@ -0,0 +1,124 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.core.metrics.opentelemetry.OpenTelemetryMetricsOptions;
+import com.azure.core.util.ConfigurationBuilder;
+import com.azure.core.util.metrics.Meter;
+import com.azure.core.util.metrics.MeterProvider;
+import com.azure.core.util.tracing.Tracer;
+import com.azure.core.util.tracing.TracerProvider;
+import io.opentelemetry.api.OpenTelemetry;
+import io.opentelemetry.api.common.AttributeKey;
+import io.opentelemetry.sdk.OpenTelemetrySdk;
+import io.opentelemetry.sdk.metrics.SdkMeterProvider;
+import io.opentelemetry.sdk.metrics.data.MetricData;
+import io.opentelemetry.sdk.testing.exporter.InMemoryMetricReader;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+
+import java.util.Collection;
+import java.util.List;
+import java.util.stream.Collectors;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+/**
+ * Unit tests for GenAI metric values and dimensions.
+ */
+public final class GenAiMetricsTest {
+    private static final AttributeKey<String> OPERATION_NAME = AttributeKey.stringKey("gen_ai.operation.name");
+    private static final AttributeKey<String> PROVIDER_NAME = AttributeKey.stringKey("gen_ai.provider.name");
+    private static final AttributeKey<String> REQUEST_MODEL = AttributeKey.stringKey("gen_ai.request.model");
+    private static final AttributeKey<String> TOKEN_TYPE = AttributeKey.stringKey("gen_ai.token.type");
+    private static final AttributeKey<String> SERVER_ADDRESS = AttributeKey.stringKey("server.address");
+    private static final AttributeKey<String> ERROR_TYPE = AttributeKey.stringKey("error.type");
+
+    private InMemoryMetricReader metricReader;
+    private SdkMeterProvider sdkMeterProvider;
+    private GenAiInstrumentation instrumentation;
+
+    @BeforeEach
+    public void setup() {
+        metricReader = InMemoryMetricReader.create();
+        sdkMeterProvider = SdkMeterProvider.builder().registerMetricReader(metricReader).build();
+        OpenTelemetry openTelemetry = OpenTelemetrySdk.builder().setMeterProvider(sdkMeterProvider).build();
+        Meter meter = MeterProvider.getDefaultProvider()
+            .createMeter("test", "1.0.0", new OpenTelemetryMetricsOptions().setOpenTelemetry(openTelemetry));
+        Tracer tracer = TracerProvider.getDefaultProvider().createTracer("test", null, null, null);
+        instrumentation = new GenAiInstrumentation("https://contoso.services.ai.azure.com",
+            new ConfigurationBuilder().putProperty("experimental.enable_genai_tracing", "true").build(), tracer, meter);
+    }
+
+    @AfterEach
+    public void cleanup() {
+        sdkMeterProvider.close();
+    }
+
+    @Test
+    public void recordsResponseDurationAndTokenMetrics() {
+        GenAiTracingScope scope = instrumentation.startChat("gpt-4o");
+        assertNotNull(scope);
+        scope.setRequestModelAttributes("gpt-4o", null, null);
+        scope.setResponseAttributes("response-1", "gpt-4.1", 12L, 7L, "stop");
+        scope.close();
+
+        Collection<MetricData> metrics = metricReader.collectAllMetrics();
+        MetricData duration = metric(metrics, "gen_ai.client.operation.duration");
+        assertEquals("s", duration.getUnit());
+        assertTrue(duration.getHistogramData().getPoints().stream().findFirst().get().getSum() >= 0);
+        assertCommonAttributes(duration.getHistogramData().getPoints().stream().findFirst().get().getAttributes(),
+            "gpt-4.1");
+
+        MetricData tokenUsage = metric(metrics, "gen_ai.client.token.usage");
+        assertEquals("token", tokenUsage.getUnit());
+        List<io.opentelemetry.sdk.metrics.data.HistogramPointData> tokenPoints
+            = tokenUsage.getHistogramData().getPoints().stream().collect(Collectors.toList());
+        assertEquals(2, tokenPoints.size());
+        assertEquals(12.0,
+            tokenPoints.stream()
+                .filter(point -> "input".equals(point.getAttributes().get(TOKEN_TYPE)))
+                .findFirst()
+                .get()
+                .getSum());
+        assertEquals(7.0,
+            tokenPoints.stream()
+                .filter(point -> "completion".equals(point.getAttributes().get(TOKEN_TYPE)))
+                .findFirst()
+                .get()
+                .getSum());
+        tokenPoints.forEach(point -> assertCommonAttributes(point.getAttributes(), "gpt-4.1"));
+    }
+
+    @Test
+    public void recordsRequestModelFallbackAndErrorDimension() {
+        GenAiTracingScope scope = instrumentation.startInvokeAgent("weather-agent");
+        assertNotNull(scope);
+        scope.setRequestModelAttributes("gpt-4o", null, null);
+        scope.recordError(new IllegalStateException("boom"));
+        scope.close();
+
+        MetricData duration = metric(metricReader.collectAllMetrics(), "gen_ai.client.operation.duration");
+        io.opentelemetry.sdk.metrics.data.HistogramPointData point
+            = duration.getHistogramData().getPoints().stream().findFirst().get();
+        assertCommonAttributes(point.getAttributes(), "gpt-4o");
+        assertEquals(IllegalStateException.class.getName(), point.getAttributes().get(ERROR_TYPE));
+    }
+
+    private static MetricData metric(Collection<MetricData> metrics, String name) {
+        MetricData result = metrics.stream().filter(metric -> name.equals(metric.getName())).findFirst().orElse(null);
+        assertNotNull(result, "Metric not found: " + name);
+        return result;
+    }
+
+    private static void assertCommonAttributes(io.opentelemetry.api.common.Attributes attributes, String model) {
+        assertEquals("responses", attributes.get(OPERATION_NAME));
+        assertEquals("microsoft.foundry", attributes.get(PROVIDER_NAME));
+        assertEquals("contoso.services.ai.azure.com", attributes.get(SERVER_ADDRESS));
+        assertEquals(model, attributes.get(REQUEST_MODEL));
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiResponseTracingTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiResponseTracingTest.java
new file mode 100644
index 0000000000000..b417aaa9a9f3e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/telemetry/GenAiResponseTracingTest.java
@@ -0,0 +1,418 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.telemetry;
+
+import com.azure.ai.agents.implementation.http.OpenAITracingContextBridge;
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.models.AzureCreateResponseOptions;
+import com.azure.core.util.BinaryData;
+import com.azure.core.tracing.opentelemetry.OpenTelemetryTracingOptions;
+import com.azure.core.util.ConfigurationBuilder;
+import com.azure.core.util.metrics.Meter;
+import com.azure.core.util.metrics.MeterProvider;
+import com.azure.core.util.tracing.Tracer;
+import com.azure.core.util.tracing.TracerProvider;
+import com.openai.core.JsonValue;
+import com.openai.core.ObjectMappers;
+import com.openai.core.http.Headers;
+import com.openai.core.http.HttpResponseFor;
+import com.openai.core.http.StreamResponse;
+import com.openai.models.conversations.Conversation;
+import com.openai.models.responses.Response;
+import com.openai.models.responses.ResponseCreateParams;
+import com.openai.models.responses.ResponseStreamEvent;
+import io.opentelemetry.api.common.AttributeKey;
+import io.opentelemetry.api.trace.StatusCode;
+import io.opentelemetry.sdk.OpenTelemetrySdk;
+import io.opentelemetry.sdk.trace.ReadWriteSpan;
+import io.opentelemetry.sdk.trace.ReadableSpan;
+import io.opentelemetry.sdk.trace.SdkTracerProvider;
+import io.opentelemetry.sdk.trace.SpanProcessor;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import reactor.core.Disposable;
+import reactor.core.publisher.Mono;
+
+import java.util.ArrayList;
+import java.io.ByteArrayInputStream;
+import java.io.InputStream;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.ConcurrentLinkedDeque;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.stream.Stream;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertSame;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+/**
+ * Unit tests for response tracing lifecycle behavior that does not require a live service.
+ */
+public final class GenAiResponseTracingTest {
+
+    private static final String CONVERSATION_ID = "conversation-1";
+    private static final AttributeKey<String> GEN_AI_CONVERSATION_ID = AttributeKey.stringKey("gen_ai.conversation.id");
+
+    private TestSpanProcessor spanProcessor;
+    private GenAiResponseTracing responseTracing;
+
+    @BeforeEach
+    public void setup() {
+        spanProcessor = new TestSpanProcessor();
+        OpenTelemetrySdk openTelemetry = OpenTelemetrySdk.builder()
+            .setTracerProvider(SdkTracerProvider.builder().addSpanProcessor(spanProcessor).build())
+            .build();
+        Tracer tracer = TracerProvider.getDefaultProvider()
+            .createTracer("test", null, "Microsoft.CognitiveServices",
+                new OpenTelemetryTracingOptions().setOpenTelemetry(openTelemetry));
+        Meter meter = MeterProvider.getDefaultProvider().createMeter("test", null, null);
+        responseTracing = new GenAiResponseTracing(new GenAiInstrumentation("https://contoso.services.ai.azure.com",
+            new ConfigurationBuilder().putProperty("experimental.enable_genai_tracing", "true").build(), tracer, meter),
+            new OpenAITracingContextBridge());
+    }
+
+    @Test
+    public void tracesConversationAroundSyncOperation() {
+        Conversation conversation = conversation();
+
+        Conversation result = responseTracing.traceCreateConversation(() -> conversation);
+
+        assertSame(conversation, result);
+        assertEquals(CONVERSATION_ID, getConversationSpan().getAttributes().get(GEN_AI_CONVERSATION_ID));
+    }
+
+    @Test
+    public void tracesConversationAroundAsyncOperation() {
+        Conversation conversation = conversation();
+
+        Conversation result = responseTracing.traceCreateConversationAsync(params -> {
+            assertTrue(io.opentelemetry.api.trace.Span.current().getSpanContext().isValid());
+            assertTrue(params._additionalHeaders().names().contains(OpenAITracingContextBridge.TRACE_CONTEXT_HEADER));
+            return Mono.just(conversation);
+        }).block();
+
+        assertSame(conversation, result);
+        assertEquals(CONVERSATION_ID, getConversationSpan().getAttributes().get(GEN_AI_CONVERSATION_ID));
+    }
+
+    @Test
+    public void syncConversationErrorPropagatesAndEndsSpan() {
+        RuntimeException failure = new RuntimeException("boom");
+
+        RuntimeException thrown
+            = assertThrows(RuntimeException.class, () -> responseTracing.traceCreateConversation(() -> {
+                throw failure;
+            }));
+
+        assertSame(failure, thrown);
+        assertEquals(StatusCode.ERROR, getConversationSpan().toSpanData().getStatus().getStatusCode());
+    }
+
+    @Test
+    public void asyncConversationCancellationEndsSpan() {
+        Disposable subscription = responseTracing.traceCreateConversationAsync(params -> Mono.never()).subscribe();
+
+        subscription.dispose();
+
+        assertNotNull(getConversationSpan());
+    }
+
+    @Test
+    public void startsAsyncStreamingOperationWithCurrentSpan() {
+        Disposable subscription = responseTracing.traceStreamingResponseAsync(new AzureCreateResponseOptions(),
+            ResponseCreateParams.builder().model("gpt-4o").input("hello").build(), tracedParams -> {
+                assertTrue(io.opentelemetry.api.trace.Span.current().getSpanContext().isValid());
+                assertTrue(tracedParams._additionalHeaders()
+                    .names()
+                    .contains(OpenAITracingContextBridge.TRACE_CONTEXT_HEADER));
+                return reactor.core.publisher.Flux.never();
+            }).subscribe();
+
+        subscription.dispose();
+
+        assertNotNull(spanProcessor.getEndedSpans()
+            .stream()
+            .filter(candidate -> "chat gpt-4o".equals(candidate.getName()))
+            .findFirst()
+            .orElse(null));
+    }
+
+    @Test
+    public void rawRequestPromotesTracingFieldsAndPreservesAzureExtensions() {
+        ResponseCreateParams params = OpenAIJsonHelper.toRawResponseCreateParams(
+            BinaryData.fromString("{\"model\":\"gpt-4o\",\"input\":\"hello\",\"instructions\":\"be helpful\","
+                + "\"conversation\":\"conversation-1\",\"agent_reference\":{\"name\":\"weather-agent\"}}"));
+
+        assertEquals("gpt-4o", GenAiResponseTracing.extractModelString(params.model().get()));
+        assertEquals("hello", params.input().get().asText());
+        assertEquals("be helpful", params.instructions().get());
+        assertEquals(CONVERSATION_ID, params.conversation().get().asId());
+        assertTrue(params._additionalBodyProperties().containsKey("agent_reference"));
+    }
+
+    @Test
+    public void rawRequestPreservesExplicitNullFields() {
+        ResponseCreateParams params = OpenAIJsonHelper.toRawResponseCreateParams(
+            BinaryData.fromString("{\"model\":null,\"input\":null,\"instructions\":null,\"conversation\":null}"));
+
+        assertTrue(params._additionalBodyProperties().containsKey("model"));
+        assertTrue(params._additionalBodyProperties().containsKey("input"));
+        assertTrue(params._additionalBodyProperties().containsKey("instructions"));
+        assertTrue(params._additionalBodyProperties().containsKey("conversation"));
+    }
+
+    @Test
+    public void tracesRawResponseAndClosesSpanWhenHeadersArrive() {
+        ResponseCreateParams params = ResponseCreateParams.builder().model("gpt-4o").input("hello").build();
+
+        HttpResponseFor<Response> result
+            = responseTracing.traceRawResponse(new AzureCreateResponseOptions(), params, () -> {
+                assertTrue(io.opentelemetry.api.trace.Span.current().getSpanContext().isValid());
+                return rawResponse(null, new AtomicBoolean());
+            });
+
+        assertNotNull(result);
+        assertNotNull(getResponseSpan());
+    }
+
+    @Test
+    public void tracesAsyncRawResponseWithBridgeContext() {
+        ResponseCreateParams params = ResponseCreateParams.builder().model("gpt-4o").input("hello").build();
+
+        HttpResponseFor<Response> result
+            = responseTracing.traceRawResponseAsync(new AzureCreateResponseOptions(), params, tracedParams -> {
+                assertTrue(tracedParams._additionalHeaders()
+                    .names()
+                    .contains(OpenAITracingContextBridge.TRACE_CONTEXT_HEADER));
+                return Mono.just(rawResponse(null, new AtomicBoolean()));
+            }).block();
+
+        assertNotNull(result);
+        assertNotNull(getResponseSpan());
+    }
+
+    @Test
+    public void rawStreamingSpanEndsOnExhaustionAndClosesStream() {
+        AtomicBoolean streamClosed = new AtomicBoolean();
+        StreamResponse<ResponseStreamEvent> streamResponse = streamResponse(Stream.empty(), streamClosed);
+        ResponseCreateParams params = ResponseCreateParams.builder().model("gpt-4o").input("hello").build();
+
+        HttpResponseFor<StreamResponse<ResponseStreamEvent>> response = responseTracing.traceRawStreamingResponse(
+            new AzureCreateResponseOptions(), params, () -> rawResponse(streamResponse, new AtomicBoolean()));
+
+        assertTrue(spanProcessor.getEndedSpans().stream().noneMatch(span -> "chat gpt-4o".equals(span.getName())));
+        assertEquals(0, response.parse().stream().count());
+        assertTrue(streamClosed.get());
+        assertNotNull(getResponseSpan());
+    }
+
+    @Test
+    public void rawStreamingSpanEndsOnExplicitResponseClose() {
+        AtomicBoolean responseClosed = new AtomicBoolean();
+        ResponseCreateParams params = ResponseCreateParams.builder().model("gpt-4o").input("hello").build();
+        HttpResponseFor<StreamResponse<ResponseStreamEvent>> response
+            = responseTracing.traceRawStreamingResponse(new AzureCreateResponseOptions(), params,
+                () -> rawResponse(streamResponse(Stream.empty(), new AtomicBoolean()), responseClosed));
+
+        response.close();
+
+        assertTrue(responseClosed.get());
+        assertNotNull(getResponseSpan());
+    }
+
+    @Test
+    public void asyncRawStreamingResponseRetainsSpanOwnershipAfterEmission() {
+        ResponseCreateParams params = ResponseCreateParams.builder().model("gpt-4o").input("hello").build();
+
+        HttpResponseFor<StreamResponse<ResponseStreamEvent>> response = responseTracing
+            .traceRawStreamingResponseAsync(new AzureCreateResponseOptions(), params,
+                ignored -> Mono
+                    .just(rawResponse(streamResponse(Stream.empty(), new AtomicBoolean()), new AtomicBoolean())))
+            .flux()
+            .take(1)
+            .next()
+            .block();
+
+        assertTrue(spanProcessor.getEndedSpans().stream().noneMatch(span -> "chat gpt-4o".equals(span.getName())));
+        response.close();
+        assertNotNull(getResponseSpan());
+    }
+
+    @Test
+    public void rawStreamingInitializationFailureEndsSpanAndClosesStream() {
+        AtomicBoolean streamClosed = new AtomicBoolean();
+        RuntimeException failure = new RuntimeException("stream initialization failed");
+        StreamResponse<ResponseStreamEvent> streamResponse = new StreamResponse<ResponseStreamEvent>() {
+            @Override
+            public Stream<ResponseStreamEvent> stream() {
+                throw failure;
+            }
+
+            @Override
+            public void close() {
+                streamClosed.set(true);
+            }
+        };
+        ResponseCreateParams params = ResponseCreateParams.builder().model("gpt-4o").input("hello").build();
+        HttpResponseFor<StreamResponse<ResponseStreamEvent>> response = responseTracing.traceRawStreamingResponse(
+            new AzureCreateResponseOptions(), params, () -> rawResponse(streamResponse, new AtomicBoolean()));
+
+        RuntimeException thrown = assertThrows(RuntimeException.class, () -> response.parse().stream());
+
+        assertSame(failure, thrown);
+        assertTrue(streamClosed.get());
+        assertEquals(StatusCode.ERROR, getResponseSpan().toSpanData().getStatus().getStatusCode());
+    }
+
+    @Test
+    public void responseFixtureFormattingGatesContentAndProducesValidJson() throws Exception {
+        Response response = ObjectMappers.jsonMapper().readValue(RESPONSE_FIXTURE, Response.class);
+
+        String contentOff = responseTracing.formatOutputFromResponse(response);
+        assertFalse(contentOff.contains("lookup-tool"));
+        assertFalse(contentOff.contains("Seattle"));
+        assertFalse(contentOff.contains("hello"));
+
+        GenAiResponseTracing contentEnabledTracing = createResponseTracing(true);
+        String contentOn = contentEnabledTracing.formatOutputFromResponse(response);
+        assertTrue(contentOn.contains("lookup-tool"));
+        assertTrue(contentOn.contains("Seattle"));
+
+        Object parsed = ObjectMappers.jsonMapper().readValue(contentOn, Object.class);
+        assertTrue(parsed instanceof List);
+        @SuppressWarnings("unchecked")
+        List<Map<String, Object>> messages = (List<Map<String, Object>>) parsed;
+        @SuppressWarnings("unchecked")
+        List<Map<String, Object>> textParts = (List<Map<String, Object>>) messages.get(1).get("parts");
+        assertEquals("hello \"world\"", textParts.get(0).get("content"));
+    }
+
+    private ReadableSpan getConversationSpan() {
+        ReadableSpan span = spanProcessor.getEndedSpans()
+            .stream()
+            .filter(candidate -> "create_conversation".equals(candidate.getName()))
+            .findFirst()
+            .orElse(null);
+        assertNotNull(span, "create_conversation span not found.");
+        return span;
+    }
+
+    private ReadableSpan getResponseSpan() {
+        ReadableSpan span = spanProcessor.getEndedSpans()
+            .stream()
+            .filter(candidate -> "chat gpt-4o".equals(candidate.getName()))
+            .findFirst()
+            .orElse(null);
+        assertNotNull(span, "chat response span not found.");
+        return span;
+    }
+
+    private static <T> HttpResponseFor<T> rawResponse(T parsed, AtomicBoolean closed) {
+        return new HttpResponseFor<T>() {
+            @Override
+            public int statusCode() {
+                return 200;
+            }
+
+            @Override
+            public Headers headers() {
+                return Headers.builder().build();
+            }
+
+            @Override
+            public InputStream body() {
+                return new ByteArrayInputStream(new byte[0]);
+            }
+
+            @Override
+            public T parse() {
+                return parsed;
+            }
+
+            @Override
+            public void close() {
+                closed.set(true);
+            }
+        };
+    }
+
+    private static StreamResponse<ResponseStreamEvent> streamResponse(Stream<ResponseStreamEvent> stream,
+        AtomicBoolean closed) {
+        return new StreamResponse<ResponseStreamEvent>() {
+            @Override
+            public Stream<ResponseStreamEvent> stream() {
+                return stream;
+            }
+
+            @Override
+            public void close() {
+                closed.set(true);
+            }
+        };
+    }
+
+    private static Conversation conversation() {
+        return Conversation.builder()
+            .id(CONVERSATION_ID)
+            .createdAt(0L)
+            .metadata(JsonValue.from(Collections.emptyMap()))
+            .object_(JsonValue.from("conversation"))
+            .build();
+    }
+
+    private GenAiResponseTracing createResponseTracing(boolean captureContent) {
+        ConfigurationBuilder configuration
+            = new ConfigurationBuilder().putProperty("experimental.enable_genai_tracing", "true")
+                .putProperty("otel.instrumentation.genai.capture_message_content", Boolean.toString(captureContent));
+        return new GenAiResponseTracing(
+            new GenAiInstrumentation("https://contoso.services.ai.azure.com", configuration.build(),
+                TracerProvider.getDefaultProvider().createTracer("test", null, "Microsoft.CognitiveServices", null),
+                MeterProvider.getDefaultProvider().createMeter("test", null, null)),
+            new OpenAITracingContextBridge());
+    }
+
+    private static final String RESPONSE_FIXTURE
+        = "{\"id\":\"resp-1\",\"object\":\"response\",\"created_at\":1,\"status\":\"completed\","
+            + "\"error\":null,\"incomplete_details\":null,\"instructions\":null,\"model\":\"gpt-4o\","
+            + "\"output\":[{\"type\":\"function_call\",\"id\":\"fc-1\",\"call_id\":\"call-1\","
+            + "\"name\":\"lookup-tool\",\"arguments\":\"{\\\"city\\\":\\\"Seattle\\\"}\",\"status\":\"completed\"},"
+            + "{\"type\":\"message\",\"id\":\"msg-1\",\"status\":\"completed\",\"role\":\"assistant\","
+            + "\"content\":[{\"type\":\"output_text\",\"annotations\":[],\"text\":\"hello \\\"world\\\"\"}]}],"
+            + "\"parallel_tool_calls\":true,\"metadata\":{},\"tool_choice\":\"auto\",\"tools\":[],"
+            + "\"text\":{\"format\":{\"type\":\"text\"}},\"truncation\":\"disabled\","
+            + "\"usage\":{\"input_tokens\":10,\"input_tokens_details\":{\"cached_tokens\":0},"
+            + "\"output_tokens\":5,\"output_tokens_details\":{\"reasoning_tokens\":0},\"total_tokens\":15}}";
+
+    private static final class TestSpanProcessor implements SpanProcessor {
+        private final ConcurrentLinkedDeque<ReadableSpan> spans = new ConcurrentLinkedDeque<>();
+
+        List<ReadableSpan> getEndedSpans() {
+            return new ArrayList<>(spans);
+        }
+
+        @Override
+        public void onStart(io.opentelemetry.context.Context parentContext, ReadWriteSpan span) {
+        }
+
+        @Override
+        public boolean isStartRequired() {
+            return false;
+        }
+
+        @Override
+        public void onEnd(ReadableSpan span) {
+            spans.add(span);
+        }
+
+        @Override
+        public boolean isEndRequired() {
+            return true;
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/pom.xml b/sdk/ai/azure-ai-projects/pom.xml
index 79ad6081be671..9b511a093b9ee 100644
--- a/sdk/ai/azure-ai-projects/pom.xml
+++ b/sdk/ai/azure-ai-projects/pom.xml
@@ -63,7 +63,7 @@ Code generated by Microsoft (R) TypeSpec Code Generator.
     <dependency>
       <groupId>com.azure</groupId>
       <artifactId>azure-core-http-netty</artifactId>
-      <version>1.16.8</version> <!-- {x-version-update;com.azure:azure-core-http-netty;dependency} -->
+      <version>1.17.0-beta.1</version> <!-- {x-version-update;unreleased_com.azure:azure-core-http-netty;dependency} -->
     </dependency>
     <dependency>
       <groupId>com.azure</groupId>
diff --git a/sdk/ai/cspell.yml b/sdk/ai/cspell.yml
index 7d5a13e2cb1ed..6c951b131f370 100644
--- a/sdk/ai/cspell.yml
+++ b/sdk/ai/cspell.yml
@@ -13,6 +13,7 @@ words:
   - "csdl"
   - "dedup"
   - "fourx"
+  - "genai"
   - "gitmcp"
   - "pcma"
   - "pcmu"

From 1680ebd97cc3915ebe2d74b69306e798231b2920 Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Fri, 16 Oct 2026 15:26:47 -0700
Subject: [PATCH 10/29] temp fix for spec ci

---
 sdk/core/azure-core-http-jdk-httpclient/pom.xml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/sdk/core/azure-core-http-jdk-httpclient/pom.xml b/sdk/core/azure-core-http-jdk-httpclient/pom.xml
index 5dcd3b7ae31d8..757c90e4bc215 100644
--- a/sdk/core/azure-core-http-jdk-httpclient/pom.xml
+++ b/sdk/core/azure-core-http-jdk-httpclient/pom.xml
@@ -201,6 +201,7 @@
                 </goals>
                 <configuration combine.self="override">
                   <testRelease>11</testRelease>
+                  <skip>${skipTestCompile}</skip>
                 </configuration>
               </execution>
             </executions>

From 63b631f7ebb28090ca547b5d78c6db8b4e2bb5ad Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Mon, 19 Oct 2026 11:12:57 -0700
Subject: [PATCH 11/29] Regen latest snap 10-16-26 (#50849)

* regen new msft copilot tool

* regen from emitter updates

* rename config to configuration

* temp disable tests
---
 .../customizations/beta-annotations.csv       |  11 +-
 .../models/AgentDefinitionOptInKeys.java      |   7 +-
 .../azure/ai/agents/models/AgentHarness.java  |   6 +-
 .../models/CreateAgentVersionInput.java       |   4 +-
 .../models/GitHubCopilotBuiltInTool.java      |   3 +-
 .../agents/models/GitHubCopilotHarness.java   |   3 +-
 .../models/GitHubCopilotToolsetConfig.java    |   3 +-
 .../GitHubCopilotToolsetDefaultConfig.java    |   3 +-
 .../models/GitHubCopilotToolsetPreview.java   |   3 +-
 .../models/MicrosoftCopilotBuiltInTool.java   |  70 ++++++++
 .../models/MicrosoftCopilotHarness.java       |  80 +++++++++
 .../MicrosoftCopilotToolsetConfiguration.java | 120 ++++++++++++++
 ...oftCopilotToolsetDefaultConfiguration.java |  95 +++++++++++
 .../MicrosoftCopilotToolsetPreview.java       | 153 ++++++++++++++++++
 .../agents/models/PromptAgentDefinition.java  |   6 +-
 .../java/com/azure/ai/agents/models/Tool.java |   2 +
 .../com/azure/ai/agents/models/ToolType.java  |   6 +
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 .../voice/VoiceAgentTelephonyLiveTests.java   |   3 +
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 .../ai/projects/BetaSkillsAsyncClient.java    |  64 ++++----
 .../azure/ai/projects/BetaSkillsClient.java   |  62 +++----
 .../models/EvaluationDataGenerationJob.java   |  33 ++--
 ...nforcementFineTuningDataGenerationJob.java |  33 ++--
 ...SupervisedFineTuningDataGenerationJob.java |  33 ++--
 .../META-INF/azure-ai-projects_metadata.json  |   2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 27 files changed, 685 insertions(+), 126 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotBuiltInTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotHarness.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetDefaultConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetPreview.java

diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index c63740fddedc2..3b071045264d2 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -5,7 +5,7 @@ class;com.azure.ai.agents.models.A2AToolCall;Preview API. preview_tool;
 class;com.azure.ai.agents.models.A2AToolCallOutput;Preview API. preview_tool;
 field;com.azure.ai.agents.models.AgentDetails;Preview API. DigitalWorker=V1Preview;digital_worker_type
 field;com.azure.ai.agents.models.AgentEndpointProtocol;Preview API.;VOICE
-class;com.azure.ai.agents.models.AgentHarness;Preview API. GitHubCopilot=V1Preview;
+class;com.azure.ai.agents.models.AgentHarness;Preview API. GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview;
 field;com.azure.ai.agents.models.AgentKind;Preview API.;VOICE
 field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. DraftAgents=V1Preview;draft
 class;com.azure.ai.agents.models.AudioTranscription;Preview API. VoiceAgents=V1Preview;
@@ -20,7 +20,7 @@ class;com.azure.ai.agents.models.BingCustomSearchToolParameters;Preview API. pre
 class;com.azure.ai.agents.models.BrowserAutomationPreviewTool;Preview API. preview_tool;
 class;com.azure.ai.agents.models.BrowserAutomationPreviewToolboxTool;Preview API. preview_tool;
 class;com.azure.ai.agents.models.ChatSummaryMemoryItem;Preview API. MemoryStores=V1Preview;
-field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DigitalWorker=V1Preview, DraftAgents=V1Preview, ExternalAgents=V1Preview, GitHubCopilot=V1Preview, Skills=V1Preview, VoiceAgents=V1Preview, WorkflowAgents=V1Preview;definition
+field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DigitalWorker=V1Preview, DraftAgents=V1Preview, ExternalAgents=V1Preview, GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview, Skills=V1Preview, VoiceAgents=V1Preview, WorkflowAgents=V1Preview;definition
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DigitalWorker=V1Preview;digital_worker_type
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DraftAgents=V1Preview;draft
 class;com.azure.ai.agents.models.CreateTeamsPhoneExtensibilityTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
@@ -61,6 +61,11 @@ class;com.azure.ai.agents.models.MemoryStoreSearchResponse;Preview API. MemorySt
 class;com.azure.ai.agents.models.MemoryStoreUpdateCompletedResult;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreUpdateResponse;Preview API. MemoryStores=V1Preview;
 class;com.azure.ai.agents.models.MemoryStoreUpdateStatus;Preview API. MemoryStores=V1Preview;
+class;com.azure.ai.agents.models.MicrosoftCopilotBuiltInTool;Preview API. MicrosoftCopilot=V1Preview;
+class;com.azure.ai.agents.models.MicrosoftCopilotHarness;Preview API. MicrosoftCopilot=V1Preview;
+class;com.azure.ai.agents.models.MicrosoftCopilotToolsetConfiguration;Preview API. MicrosoftCopilot=V1Preview;
+class;com.azure.ai.agents.models.MicrosoftCopilotToolsetDefaultConfiguration;Preview API. MicrosoftCopilot=V1Preview;
+class;com.azure.ai.agents.models.MicrosoftCopilotToolsetPreview;Preview API. MicrosoftCopilot=V1Preview;
 class;com.azure.ai.agents.models.MicrosoftFabricPreviewTool;Preview API. preview_tool;
 class;com.azure.ai.agents.models.ModelRouterAttempt;Preview API. ModelRouterControls=V1Preview;
 class;com.azure.ai.agents.models.ModelRouterAttemptError;Preview API. ModelRouterControls=V1Preview;
@@ -70,7 +75,7 @@ class;com.azure.ai.agents.models.ModelRouterMode;Preview API. ModelRouterControl
 class;com.azure.ai.agents.models.ModelRouterResponseHeaderValue;Preview API. ModelRouterControls=V1Preview;
 class;com.azure.ai.agents.models.ModelSelectionDetails;Preview API. ModelRouterControls=V1Preview;
 class;com.azure.ai.agents.models.ProceduralMemoryItem;Preview API. MemoryStores=V1Preview;
-field;com.azure.ai.agents.models.PromptAgentDefinition;Preview API. GitHubCopilot=V1Preview;harness
+field;com.azure.ai.agents.models.PromptAgentDefinition;Preview API. GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview;harness
 field;com.azure.ai.agents.models.PromptAgentDefinition;Preview API. Skills=V1Preview;skills
 class;com.azure.ai.agents.models.PstnTelephonyTransferDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.RealtimeAudioFormat;Preview API. VoiceAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
index 6b9a6421aeecf..7cba3b4f318df 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/models/AgentDefinitionOptInKeys.java
@@ -41,7 +41,12 @@ public enum AgentDefinitionOptInKeys {
     /**
      * Enum value Skills=V1Preview.
      */
-    SKILLS_V1_PREVIEW("Skills=V1Preview");
+    SKILLS_V1_PREVIEW("Skills=V1Preview"),
+
+    /**
+     * The Microsoft Copilot V1 preview feature opt-in.
+     */
+    MICROSOFT_COPILOT_V1_PREVIEW("MicrosoftCopilot=V1Preview");
 
     /**
      * The actual serialized value for a AgentDefinitionOptInKeys instance.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentHarness.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentHarness.java
index 41117639eb78d..685095fe0a8ed 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentHarness.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentHarness.java
@@ -16,7 +16,7 @@
  * A managed runtime and agent loop used to execute a prompt agent.
  */
 @Immutable
-@Beta(warningText = "Preview API. GitHubCopilot=V1Preview")
+@Beta(warningText = "Preview API. GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview")
 public class AgentHarness implements JsonSerializable<AgentHarness> {
 
     /*
@@ -79,7 +79,9 @@ public static AgentHarness fromJson(JsonReader jsonReader) throws IOException {
                     }
                 }
                 // Use the discriminator value to determine which subtype should be deserialized.
-                if ("github_copilot_preview".equals(discriminatorValue)) {
+                if ("microsoft_copilot_preview".equals(discriminatorValue)) {
+                    return MicrosoftCopilotHarness.fromJson(readerToUse.reset());
+                } else if ("github_copilot_preview".equals(discriminatorValue)) {
                     return GitHubCopilotHarness.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
index 58fd72cefe236..e60747b922167 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateAgentVersionInput.java
@@ -41,7 +41,7 @@ public final class CreateAgentVersionInput implements JsonSerializable<CreateAge
      */
     @Generated
     @Beta(
-        warningText = "Preview API. DigitalWorker=V1Preview, DraftAgents=V1Preview, ExternalAgents=V1Preview, GitHubCopilot=V1Preview, Skills=V1Preview, VoiceAgents=V1Preview, WorkflowAgents=V1Preview")
+        warningText = "Preview API. DigitalWorker=V1Preview, DraftAgents=V1Preview, ExternalAgents=V1Preview, GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview, Skills=V1Preview, VoiceAgents=V1Preview, WorkflowAgents=V1Preview")
     private final AgentDefinition definition;
 
     /*
@@ -122,7 +122,7 @@ public CreateAgentVersionInput setDescription(String description) {
      */
     @Generated
     @Beta(
-        warningText = "Preview API. DigitalWorker=V1Preview, DraftAgents=V1Preview, ExternalAgents=V1Preview, GitHubCopilot=V1Preview, Skills=V1Preview, VoiceAgents=V1Preview, WorkflowAgents=V1Preview")
+        warningText = "Preview API. DigitalWorker=V1Preview, DraftAgents=V1Preview, ExternalAgents=V1Preview, GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview, Skills=V1Preview, VoiceAgents=V1Preview, WorkflowAgents=V1Preview")
     public AgentDefinition getDefinition() {
         return this.definition;
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotBuiltInTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotBuiltInTool.java
index 5bcbfbdd9de42..0ed2d306cd72b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotBuiltInTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotBuiltInTool.java
@@ -5,7 +5,8 @@
 package com.azure.ai.agents.models;
 
 /**
- * A customer-configurable GitHub Copilot built-in tool.
+ * The legacy GitHub Copilot built-in tool names retained for compatibility. Use `MicrosoftCopilotBuiltInTool` for new
+ * integrations.
  */
 public enum GitHubCopilotBuiltInTool {
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotHarness.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotHarness.java
index 2d22c73aa1a70..95b4f934dbfa2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotHarness.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotHarness.java
@@ -12,7 +12,8 @@
 import java.io.IOException;
 
 /**
- * The GitHub Copilot managed harness for prompt agents.
+ * The legacy GitHub Copilot managed harness retained for compatibility. Use `MicrosoftCopilotHarness` for new prompt
+ * agents.
  */
 @Immutable
 @Beta(warningText = "Preview API. GitHubCopilot=V1Preview")
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetConfig.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetConfig.java
index 55c2a6b34a0d4..b330a8d94ed63 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetConfig.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetConfig.java
@@ -12,7 +12,8 @@
 import java.io.IOException;
 
 /**
- * An enablement override for a GitHub Copilot built-in tool.
+ * The legacy per-tool enablement override retained for compatibility. Use `MicrosoftCopilotToolsetConfiguration` for
+ * new integrations.
  */
 @Fluent
 public final class GitHubCopilotToolsetConfig implements JsonSerializable<GitHubCopilotToolsetConfig> {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetDefaultConfig.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetDefaultConfig.java
index e742dbe29e6d6..3ef3680faa7c4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetDefaultConfig.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetDefaultConfig.java
@@ -12,7 +12,8 @@
 import java.io.IOException;
 
 /**
- * The default enablement setting for GitHub Copilot built-in tools.
+ * The legacy default enablement setting retained for compatibility. Use `MicrosoftCopilotToolsetDefaultConfiguration`
+ * for new integrations.
  */
 @Fluent
 public final class GitHubCopilotToolsetDefaultConfig implements JsonSerializable<GitHubCopilotToolsetDefaultConfig> {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetPreview.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetPreview.java
index 40f591d556b43..6772c84506ffc 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetPreview.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/GitHubCopilotToolsetPreview.java
@@ -13,7 +13,8 @@
 import java.util.List;
 
 /**
- * Configuration overrides for GitHub Copilot built-in tools.
+ * The legacy GitHub Copilot toolset retained for compatibility. Use `MicrosoftCopilotToolsetPreview` for new
+ * integrations.
  */
 @Fluent
 @Beta(warningText = "Preview API. GitHubCopilot=V1Preview")
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotBuiltInTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotBuiltInTool.java
new file mode 100644
index 0000000000000..0c0a05a9b6444
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotBuiltInTool.java
@@ -0,0 +1,70 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * A customer-configurable Microsoft Copilot built-in tool.
+ */
+@Beta(warningText = "Preview API. MicrosoftCopilot=V1Preview")
+public enum MicrosoftCopilotBuiltInTool {
+
+    /**
+     * Read and search files in the harness workspace.
+     */
+    FILE_SYSTEM_READ("filesystem_read"),
+    /**
+     * Create and modify files in the harness workspace.
+     */
+    FILE_SYSTEM_WRITE("filesystem_write"),
+    /**
+     * Execute operating-system commands.
+     */
+    SHELL("shell"),
+    /**
+     * Fetch content and search external network resources.
+     */
+    WEB("web"),
+    /**
+     * Delegate work to additional agents.
+     */
+    SUBAGENTS("subagents");
+
+    /**
+     * The actual serialized value for a MicrosoftCopilotBuiltInTool instance.
+     */
+    private final String value;
+
+    MicrosoftCopilotBuiltInTool(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a MicrosoftCopilotBuiltInTool instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed MicrosoftCopilotBuiltInTool object, or null if unable to parse.
+     */
+    public static MicrosoftCopilotBuiltInTool fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        MicrosoftCopilotBuiltInTool[] items = MicrosoftCopilotBuiltInTool.values();
+        for (MicrosoftCopilotBuiltInTool item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotHarness.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotHarness.java
new file mode 100644
index 0000000000000..6e326ee9672ba
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotHarness.java
@@ -0,0 +1,80 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * The Microsoft Copilot managed harness for prompt agents.
+ */
+@Immutable
+@Beta(warningText = "Preview API. MicrosoftCopilot=V1Preview")
+public final class MicrosoftCopilotHarness extends AgentHarness {
+
+    /*
+     * The type of managed harness.
+     */
+    @Generated
+    private String type = "microsoft_copilot_preview";
+
+    /**
+     * Creates an instance of MicrosoftCopilotHarness class.
+     */
+    @Generated
+    public MicrosoftCopilotHarness() {
+    }
+
+    /**
+     * Get the type property: The type of managed harness.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public String getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of MicrosoftCopilotHarness from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of MicrosoftCopilotHarness if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the MicrosoftCopilotHarness.
+     */
+    @Generated
+    public static MicrosoftCopilotHarness fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            MicrosoftCopilotHarness deserializedMicrosoftCopilotHarness = new MicrosoftCopilotHarness();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedMicrosoftCopilotHarness.type = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedMicrosoftCopilotHarness;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetConfiguration.java
new file mode 100644
index 0000000000000..7d76d477300d1
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetConfiguration.java
@@ -0,0 +1,120 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * An enablement override for a Microsoft Copilot built-in tool.
+ */
+@Fluent
+@Beta(warningText = "Preview API. MicrosoftCopilot=V1Preview")
+public final class MicrosoftCopilotToolsetConfiguration
+    implements JsonSerializable<MicrosoftCopilotToolsetConfiguration> {
+
+    /*
+     * The built-in tool to configure.
+     */
+    @Generated
+    private final MicrosoftCopilotBuiltInTool toolName;
+
+    /*
+     * Whether the built-in tool is enabled. If omitted, the toolset default applies.
+     */
+    @Generated
+    private Boolean enabled;
+
+    /**
+     * Creates an instance of MicrosoftCopilotToolsetConfiguration class.
+     *
+     * @param toolName the toolName value to set.
+     */
+    @Generated
+    public MicrosoftCopilotToolsetConfiguration(MicrosoftCopilotBuiltInTool toolName) {
+        this.toolName = toolName;
+    }
+
+    /**
+     * Get the toolName property: The built-in tool to configure.
+     *
+     * @return the toolName value.
+     */
+    @Generated
+    public MicrosoftCopilotBuiltInTool getToolName() {
+        return this.toolName;
+    }
+
+    /**
+     * Get the enabled property: Whether the built-in tool is enabled. If omitted, the toolset default applies.
+     *
+     * @return the enabled value.
+     */
+    @Generated
+    public Boolean isEnabled() {
+        return this.enabled;
+    }
+
+    /**
+     * Set the enabled property: Whether the built-in tool is enabled. If omitted, the toolset default applies.
+     *
+     * @param enabled the enabled value to set.
+     * @return the MicrosoftCopilotToolsetConfiguration object itself.
+     */
+    @Generated
+    public MicrosoftCopilotToolsetConfiguration setEnabled(Boolean enabled) {
+        this.enabled = enabled;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.toolName == null ? null : this.toolName.toString());
+        jsonWriter.writeBooleanField("enabled", this.enabled);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of MicrosoftCopilotToolsetConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of MicrosoftCopilotToolsetConfiguration if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the MicrosoftCopilotToolsetConfiguration.
+     */
+    @Generated
+    public static MicrosoftCopilotToolsetConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            MicrosoftCopilotBuiltInTool toolName = null;
+            Boolean enabled = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    toolName = MicrosoftCopilotBuiltInTool.fromString(reader.getString());
+                } else if ("enabled".equals(fieldName)) {
+                    enabled = reader.getNullable(JsonReader::getBoolean);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            MicrosoftCopilotToolsetConfiguration deserializedMicrosoftCopilotToolsetConfiguration
+                = new MicrosoftCopilotToolsetConfiguration(toolName);
+            deserializedMicrosoftCopilotToolsetConfiguration.enabled = enabled;
+            return deserializedMicrosoftCopilotToolsetConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetDefaultConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetDefaultConfiguration.java
new file mode 100644
index 0000000000000..67b1ca6420524
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetDefaultConfiguration.java
@@ -0,0 +1,95 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * The default enablement setting for Microsoft Copilot built-in tools.
+ */
+@Fluent
+@Beta(warningText = "Preview API. MicrosoftCopilot=V1Preview")
+public final class MicrosoftCopilotToolsetDefaultConfiguration
+    implements JsonSerializable<MicrosoftCopilotToolsetDefaultConfiguration> {
+
+    /*
+     * Whether built-in tools are enabled by default. Defaults to true.
+     */
+    @Generated
+    private Boolean enabled;
+
+    /**
+     * Creates an instance of MicrosoftCopilotToolsetDefaultConfiguration class.
+     */
+    @Generated
+    public MicrosoftCopilotToolsetDefaultConfiguration() {
+    }
+
+    /**
+     * Get the enabled property: Whether built-in tools are enabled by default. Defaults to true.
+     *
+     * @return the enabled value.
+     */
+    @Generated
+    public Boolean isEnabled() {
+        return this.enabled;
+    }
+
+    /**
+     * Set the enabled property: Whether built-in tools are enabled by default. Defaults to true.
+     *
+     * @param enabled the enabled value to set.
+     * @return the MicrosoftCopilotToolsetDefaultConfiguration object itself.
+     */
+    @Generated
+    public MicrosoftCopilotToolsetDefaultConfiguration setEnabled(Boolean enabled) {
+        this.enabled = enabled;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeBooleanField("enabled", this.enabled);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of MicrosoftCopilotToolsetDefaultConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of MicrosoftCopilotToolsetDefaultConfiguration if the JsonReader was pointing to an instance
+     * of it, or null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the MicrosoftCopilotToolsetDefaultConfiguration.
+     */
+    @Generated
+    public static MicrosoftCopilotToolsetDefaultConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            MicrosoftCopilotToolsetDefaultConfiguration deserializedMicrosoftCopilotToolsetDefaultConfiguration
+                = new MicrosoftCopilotToolsetDefaultConfiguration();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("enabled".equals(fieldName)) {
+                    deserializedMicrosoftCopilotToolsetDefaultConfiguration.enabled
+                        = reader.getNullable(JsonReader::getBoolean);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedMicrosoftCopilotToolsetDefaultConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetPreview.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetPreview.java
new file mode 100644
index 0000000000000..3e1a6086a249c
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/MicrosoftCopilotToolsetPreview.java
@@ -0,0 +1,153 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * Configuration overrides for Microsoft Copilot built-in tools.
+ */
+@Fluent
+@Beta(warningText = "Preview API. MicrosoftCopilot=V1Preview")
+public final class MicrosoftCopilotToolsetPreview extends Tool {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private ToolType type = ToolType.MICROSOFT_COPILOT_TOOLSET_PREVIEW;
+
+    /*
+     * The default configuration for built-in tools. If omitted, built-in tools are enabled by default.
+     */
+    @Generated
+    private MicrosoftCopilotToolsetDefaultConfiguration defaultConfiguration;
+
+    /*
+     * Per-tool configuration overrides. Duplicate built-in tool names are not allowed.
+     */
+    @Generated
+    private List<MicrosoftCopilotToolsetConfiguration> toolConfigurations;
+
+    /**
+     * Creates an instance of MicrosoftCopilotToolsetPreview class.
+     */
+    @Generated
+    public MicrosoftCopilotToolsetPreview() {
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public ToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the defaultConfiguration property: The default configuration for built-in tools. If omitted, built-in tools
+     * are enabled by default.
+     *
+     * @return the defaultConfiguration value.
+     */
+    @Generated
+    public MicrosoftCopilotToolsetDefaultConfiguration getDefaultConfiguration() {
+        return this.defaultConfiguration;
+    }
+
+    /**
+     * Get the toolConfigurations property: Per-tool configuration overrides. Duplicate built-in tool names are not
+     * allowed.
+     *
+     * @return the toolConfigurations value.
+     */
+    @Generated
+    public List<MicrosoftCopilotToolsetConfiguration> getToolConfigurations() {
+        return this.toolConfigurations;
+    }
+
+    /**
+     * Set the toolConfigurations property: Per-tool configuration overrides. Duplicate built-in tool names are not
+     * allowed.
+     *
+     * @param toolConfigurations the toolConfigurations value to set.
+     * @return the MicrosoftCopilotToolsetPreview object itself.
+     */
+    @Generated
+    public MicrosoftCopilotToolsetPreview
+        setToolConfigurations(List<MicrosoftCopilotToolsetConfiguration> toolConfigurations) {
+        this.toolConfigurations = toolConfigurations;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeJsonField("default_config", this.defaultConfiguration);
+        jsonWriter.writeArrayField("configs", this.toolConfigurations, (writer, element) -> writer.writeJson(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of MicrosoftCopilotToolsetPreview from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of MicrosoftCopilotToolsetPreview if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the MicrosoftCopilotToolsetPreview.
+     */
+    @Generated
+    public static MicrosoftCopilotToolsetPreview fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            MicrosoftCopilotToolsetPreview deserializedMicrosoftCopilotToolsetPreview
+                = new MicrosoftCopilotToolsetPreview();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedMicrosoftCopilotToolsetPreview.type = ToolType.fromString(reader.getString());
+                } else if ("default_config".equals(fieldName)) {
+                    deserializedMicrosoftCopilotToolsetPreview.defaultConfiguration
+                        = MicrosoftCopilotToolsetDefaultConfiguration.fromJson(reader);
+                } else if ("configs".equals(fieldName)) {
+                    List<MicrosoftCopilotToolsetConfiguration> toolConfigurations
+                        = reader.readArray(reader1 -> MicrosoftCopilotToolsetConfiguration.fromJson(reader1));
+                    deserializedMicrosoftCopilotToolsetPreview.toolConfigurations = toolConfigurations;
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedMicrosoftCopilotToolsetPreview;
+        });
+    }
+
+    /**
+     * Set the defaultConfiguration property: The default configuration for built-in tools. If omitted, built-in tools
+     * are enabled by default.
+     *
+     * @param defaultConfiguration the defaultConfiguration value to set.
+     * @return the MicrosoftCopilotToolsetPreview object itself.
+     */
+    @Generated
+    public MicrosoftCopilotToolsetPreview
+        setDefaultConfiguration(MicrosoftCopilotToolsetDefaultConfiguration defaultConfiguration) {
+        this.defaultConfiguration = defaultConfiguration;
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java
index 29cf7ec1bfb95..5cd9e8bb31ea4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PromptAgentDefinition.java
@@ -479,7 +479,7 @@ public PromptAgentDefinition setReasoning(Reasoning reasoning) {
      * The managed runtime and agent loop used to execute this prompt agent.
      */
     @Generated
-    @Beta(warningText = "Preview API. GitHubCopilot=V1Preview")
+    @Beta(warningText = "Preview API. GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview")
     private AgentHarness harness;
 
     /*
@@ -496,7 +496,7 @@ public PromptAgentDefinition setReasoning(Reasoning reasoning) {
      * @return the harness value.
      */
     @Generated
-    @Beta(warningText = "Preview API. GitHubCopilot=V1Preview")
+    @Beta(warningText = "Preview API. GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview")
     public AgentHarness getHarness() {
         return this.harness;
     }
@@ -508,7 +508,7 @@ public AgentHarness getHarness() {
      * @return the PromptAgentDefinition object itself.
      */
     @Generated
-    @Beta(warningText = "Preview API. GitHubCopilot=V1Preview")
+    @Beta(warningText = "Preview API. GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview")
     public PromptAgentDefinition setHarness(AgentHarness harness) {
         this.harness = harness;
         return this;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
index 71a3d601d51a7..42a34e547262e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/Tool.java
@@ -79,6 +79,8 @@ public static Tool fromJson(JsonReader jsonReader) throws IOException {
                 // Use the discriminator value to determine which subtype should be deserialized.
                 if ("mcp".equals(discriminatorValue)) {
                     return McpTool.fromJson(readerToUse.reset());
+                } else if ("microsoft_copilot_toolset_preview".equals(discriminatorValue)) {
+                    return MicrosoftCopilotToolsetPreview.fromJson(readerToUse.reset());
                 } else if ("github_copilot_toolset_preview".equals(discriminatorValue)) {
                     return GitHubCopilotToolsetPreview.fromJson(readerToUse.reset());
                 } else if ("bing_grounding".equals(discriminatorValue)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
index 7658c23bbdebe..859adc0c37ffb 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
@@ -246,4 +246,10 @@ public static Collection<ToolType> values() {
      */
     @Generated
     public static final ToolType BROWSER_AUTOMATION = fromString("browser_automation");
+
+    /**
+     * Static value microsoft_copilot_toolset_preview for ToolType.
+     */
+    @Generated
+    public static final ToolType MICROSOFT_COPILOT_TOOLSET_PREVIEW = fromString("microsoft_copilot_toolset_preview");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 7aa46ff2f8e1f..e2dc70e37c1d4 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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AgentDefinition.java","src/main/java/com/azure/ai/agents/models/AgentDetails.java","src/main/java/com/azure/ai/agents/models/AgentDetailsVersions.java","src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java","src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java","src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java","src/main/java/com/azure/ai/agents/models/AgentEndpointProtocol.java","src/main/java/com/azure/ai/agents/models/AgentHarness.java","src/main/java/com/azure/ai/agents/models/AgentIdentity.java","src/main/java/com/azure/ai/agents/models/AgentIdentityStatus.java","src/main/java/com/azure/ai/agents/models/AgentKind.java","src/main/java/com/azure/ai/agents/models/AgentObjectType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationAgentCandidateOutput.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationBaselineAgentConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidate.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateEvaluation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateExpand.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateOutput.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidatePromotionInfo.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateStatus.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationConfigurationBase.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationConfigurationType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCostEstimate.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationDataSourceType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEstimateBand.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEstimateInputs.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEstimateResult.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEvaluationConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEvaluationSet.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEvaluationSetType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEvaluatorReference.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationFoundryAgentTargetConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationGoal.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationInstructionsMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationJob.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationJobLatency.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationJobResult.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationJobTokenUsage.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationModelConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationModelMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationPromptCandidateOutput.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationResultCandidateSummary.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationSkill.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationSkillsMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationSpace.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationStage.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationStageEstimate.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionDatasetReferenceDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionEvaluationSet.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionInlineDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionTestCase.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetConfigurationType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTerminationReason.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationToolsMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationUserConversationSimulationDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationUserConversationSimulationDatasetReferenceDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationUserConversationSimulationEvaluationSet.java","src/main/ja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rmatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchTool.java","src/main/java/com/azure/ai/agents/models/ToolSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxShellContainerAutoEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellContainerReferenceEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicy.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicyDisabled.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxVersions.java","src/main/java/com/azure/ai/agents/models/TranscriptTextInputTokenDetails.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsage.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageDuration.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageTokens.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageType.java","src/main/java/com/azure/ai/agents/models/TranscriptionLanguage.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBinding.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBindingListItem.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffect.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffectsConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationDefaultInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationTestCase.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationUserBehaviorConfiguration.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationOutputType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioTimestampType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarIceServer.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarOutputProtocol.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionToolType1.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceIds.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyLiveTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyLiveTests.java
index cf8ff936f8369..d47c877a813b1 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyLiveTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyLiveTests.java
@@ -45,6 +45,7 @@
 import java.util.Collections;
 import java.util.List;
 import java.util.stream.Stream;
+import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.parallel.Execution;
 import org.junit.jupiter.api.parallel.ExecutionMode;
 import org.junit.jupiter.params.ParameterizedTest;
@@ -105,6 +106,7 @@ protected List<String> getAdditionalTestProxySanitizersToRemove() {
      */
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("getTestParameters")
+    @Disabled("TODO: Re-record with MicrosoftCopilot=V1Preview in the Foundry-Features header.")
     public void bindingLifecycleLive(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         Configuration configuration = Configuration.getGlobalConfiguration();
         String model = getRecordedModel(configuration);
@@ -154,6 +156,7 @@ public void bindingLifecycleLive(HttpClient httpClient, AgentsServiceVersion ser
 
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("getTestParameters")
+    @Disabled("TODO: Re-record with MicrosoftCopilot=V1Preview in the Foundry-Features header.")
     public void twilioBindingAndOutboundCallLive(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
         Configuration configuration = Configuration.getGlobalConfiguration();
         String model = getRecordedModel(configuration);
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index cb0f17d781734..cc042d24476e9 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 5b55ea4d7c1a18676f3f84011aef76f45a535393
+commit: 6cc90ff8fe988069008dcb88f06a75066f830fc2
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
index 3966dd6bd2dfc..d313a50f767a4 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
@@ -699,37 +699,6 @@ public Mono<SkillVersion> createSkillVersion(String name) {
             .map(protocolMethodData -> protocolMethodData.toObject(SkillVersion.class));
     }
 
-    /**
-     * Create a skill version from uploaded files
-     *
-     * Creates a new version of a skill from uploaded files via multipart form data.
-     *
-     * @param name The name of the skill.
-     * @param content The multipart request content.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a specific version of a skill on successful completion of {@link Mono}.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<SkillVersion> createSkillVersionFromFiles(String name, CreateSkillVersionFromFilesBody content) {
-        RequestOptions requestOptions = new RequestOptions();
-        return createSkillVersionFromFilesWithResponseInternal(name,
-            new MultipartFormDataHelper(requestOptions)
-                .serializeFileFields("files",
-                    content.getFiles().stream().map(SkillFileDetails::getContent).collect(Collectors.toList()),
-                    content.getFiles().stream().map(SkillFileDetails::getContentType).collect(Collectors.toList()),
-                    content.getFiles().stream().map(SkillFileDetails::getFilename).collect(Collectors.toList()))
-                .serializeTextField("default", Objects.toString(content.isDefaultProperty(), null))
-                .end()
-                .getRequestBody(),
-            requestOptions).flatMap(FluxUtil::toMono)
-                .map(protocolMethodData -> protocolMethodData.toObject(SkillVersion.class));
-    }
-
     /**
      * List skill versions
      *
@@ -940,4 +909,37 @@ Mono<Response<BinaryData>> createSkillVersionFromFilesWithResponseInternal(Strin
         // and hence not generated.
         return this.serviceClient.createSkillVersionFromFilesWithResponseInternalAsync(name, content, requestOptions);
     }
+
+    /**
+     * Create a skill version from uploaded files
+     *
+     * Creates a new version of a skill from uploaded files via multipart form data.
+     *
+     * @param name The name of the skill.
+     * @param content The multipart request content.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a specific version of a skill on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<SkillVersion> createSkillVersionFromFiles(String name, CreateSkillVersionFromFilesBody content) {
+        // Generated convenience method for createSkillVersionFromFilesWithResponseInternal
+        RequestOptions requestOptions = new RequestOptions();
+        return createSkillVersionFromFilesWithResponseInternal(name,
+            new MultipartFormDataHelper(requestOptions)
+                .serializeFileFields("files",
+                    content.getFiles().stream().map(SkillFileDetails::getContent).collect(Collectors.toList()),
+                    content.getFiles().stream().map(SkillFileDetails::getContentType).collect(Collectors.toList()),
+                    content.getFiles().stream().map(SkillFileDetails::getFilename).collect(Collectors.toList()))
+                .serializeTextField("default", Objects.toString(content.isDefaultProperty(), null))
+                .end()
+                .getRequestBody(),
+            requestOptions).flatMap(FluxUtil::toMono)
+                .map(protocolMethodData -> protocolMethodData.toObject(SkillVersion.class));
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
index dd8641a64dec6..f1471de014267 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
@@ -654,36 +654,6 @@ public SkillVersion createSkillVersion(String name) {
             .toObject(SkillVersion.class);
     }
 
-    /**
-     * Create a skill version from uploaded files
-     *
-     * Creates a new version of a skill from uploaded files via multipart form data.
-     *
-     * @param name The name of the skill.
-     * @param content The multipart request content.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a specific version of a skill.
-     */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public SkillVersion createSkillVersionFromFiles(String name, CreateSkillVersionFromFilesBody content) {
-        RequestOptions requestOptions = new RequestOptions();
-        return createSkillVersionFromFilesWithResponseInternal(name,
-            new MultipartFormDataHelper(requestOptions)
-                .serializeFileFields("files",
-                    content.getFiles().stream().map(SkillFileDetails::getContent).collect(Collectors.toList()),
-                    content.getFiles().stream().map(SkillFileDetails::getContentType).collect(Collectors.toList()),
-                    content.getFiles().stream().map(SkillFileDetails::getFilename).collect(Collectors.toList()))
-                .serializeTextField("default", Objects.toString(content.isDefaultProperty(), null))
-                .end()
-                .getRequestBody(),
-            requestOptions).getValue().toObject(SkillVersion.class);
-    }
-
     /**
      * List skill versions
      *
@@ -857,4 +827,36 @@ Response<BinaryData> createSkillVersionFromFilesWithResponseInternal(String name
         // and hence not generated.
         return this.serviceClient.createSkillVersionFromFilesWithResponseInternal(name, content, requestOptions);
     }
+
+    /**
+     * Create a skill version from uploaded files
+     *
+     * Creates a new version of a skill from uploaded files via multipart form data.
+     *
+     * @param name The name of the skill.
+     * @param content The multipart request content.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a specific version of a skill.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public SkillVersion createSkillVersionFromFiles(String name, CreateSkillVersionFromFilesBody content) {
+        // Generated convenience method for createSkillVersionFromFilesWithResponseInternal
+        RequestOptions requestOptions = new RequestOptions();
+        return createSkillVersionFromFilesWithResponseInternal(name,
+            new MultipartFormDataHelper(requestOptions)
+                .serializeFileFields("files",
+                    content.getFiles().stream().map(SkillFileDetails::getContent).collect(Collectors.toList()),
+                    content.getFiles().stream().map(SkillFileDetails::getContentType).collect(Collectors.toList()),
+                    content.getFiles().stream().map(SkillFileDetails::getFilename).collect(Collectors.toList()))
+                .serializeTextField("default", Objects.toString(content.isDefaultProperty(), null))
+                .end()
+                .getRequestBody(),
+            requestOptions).getValue().toObject(SkillVersion.class);
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationDataGenerationJob.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationDataGenerationJob.java
index c3bad634efa7f..cae17adb95edc 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationDataGenerationJob.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluationDataGenerationJob.java
@@ -68,6 +68,19 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         return jsonWriter.writeEndObject();
     }
 
+    /**
+     * Creates an instance of EvaluationDataGenerationJob class.
+     *
+     * @param name the name value to set.
+     * @param sources the sources value to set.
+     * @param generationConfiguration the generationConfiguration value to set.
+     */
+    @Generated
+    private EvaluationDataGenerationJob(String name, List<DataGenerationJobSource> sources,
+        DataGenerationJobConfiguration generationConfiguration) {
+        super(name, sources, generationConfiguration);
+    }
+
     /**
      * Reads an instance of EvaluationDataGenerationJob from the JsonReader.
      *
@@ -77,6 +90,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
      * @throws IOException If an error occurs while reading the EvaluationDataGenerationJob.
      */
+    @Generated
     public static EvaluationDataGenerationJob fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String id = null;
@@ -110,8 +124,10 @@ public static EvaluationDataGenerationJob fromJson(JsonReader jsonReader) throws
                 } else if ("error".equals(fieldName)) {
                     error = ApiError.fromJson(reader);
                 } else if ("finished_at".equals(fieldName)) {
-                    finishedAt = reader.getNullable(nullableReader -> OffsetDateTime
-                        .ofInstant(Instant.ofEpochSecond(nullableReader.getLong()), ZoneOffset.UTC));
+                    Long finishedAtHolder = reader.getNullable(JsonReader::getLong);
+                    if (finishedAtHolder != null) {
+                        finishedAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(finishedAtHolder), ZoneOffset.UTC);
+                    }
                 } else if ("scenario".equals(fieldName)) {
                     scenario = DataGenerationJobScenario.fromString(reader.getString());
                 } else if ("output_configuration".equals(fieldName)) {
@@ -133,17 +149,4 @@ public static EvaluationDataGenerationJob fromJson(JsonReader jsonReader) throws
             return deserializedEvaluationDataGenerationJob;
         });
     }
-
-    /**
-     * Creates an instance of EvaluationDataGenerationJob class.
-     *
-     * @param name the name value to set.
-     * @param sources the sources value to set.
-     * @param generationConfiguration the generationConfiguration value to set.
-     */
-    @Generated
-    private EvaluationDataGenerationJob(String name, List<DataGenerationJobSource> sources,
-        DataGenerationJobConfiguration generationConfiguration) {
-        super(name, sources, generationConfiguration);
-    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ReinforcementFineTuningDataGenerationJob.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ReinforcementFineTuningDataGenerationJob.java
index 51c51c775f324..2bf14e21dc09c 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ReinforcementFineTuningDataGenerationJob.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/ReinforcementFineTuningDataGenerationJob.java
@@ -71,6 +71,19 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         return jsonWriter.writeEndObject();
     }
 
+    /**
+     * Creates an instance of ReinforcementFineTuningDataGenerationJob class.
+     *
+     * @param name the name value to set.
+     * @param sources the sources value to set.
+     * @param generationConfiguration the generationConfiguration value to set.
+     */
+    @Generated
+    private ReinforcementFineTuningDataGenerationJob(String name, List<DataGenerationJobSource> sources,
+        DataGenerationJobConfiguration generationConfiguration) {
+        super(name, sources, generationConfiguration);
+    }
+
     /**
      * Reads an instance of ReinforcementFineTuningDataGenerationJob from the JsonReader.
      *
@@ -80,6 +93,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
      * @throws IOException If an error occurs while reading the ReinforcementFineTuningDataGenerationJob.
      */
+    @Generated
     public static ReinforcementFineTuningDataGenerationJob fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String id = null;
@@ -113,8 +127,10 @@ public static ReinforcementFineTuningDataGenerationJob fromJson(JsonReader jsonR
                 } else if ("error".equals(fieldName)) {
                     error = ApiError.fromJson(reader);
                 } else if ("finished_at".equals(fieldName)) {
-                    finishedAt = reader.getNullable(nullableReader -> OffsetDateTime
-                        .ofInstant(Instant.ofEpochSecond(nullableReader.getLong()), ZoneOffset.UTC));
+                    Long finishedAtHolder = reader.getNullable(JsonReader::getLong);
+                    if (finishedAtHolder != null) {
+                        finishedAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(finishedAtHolder), ZoneOffset.UTC);
+                    }
                 } else if ("scenario".equals(fieldName)) {
                     scenario = DataGenerationJobScenario.fromString(reader.getString());
                 } else if ("output_configuration".equals(fieldName)) {
@@ -136,17 +152,4 @@ public static ReinforcementFineTuningDataGenerationJob fromJson(JsonReader jsonR
             return deserializedReinforcementFineTuningDataGenerationJob;
         });
     }
-
-    /**
-     * Creates an instance of ReinforcementFineTuningDataGenerationJob class.
-     *
-     * @param name the name value to set.
-     * @param sources the sources value to set.
-     * @param generationConfiguration the generationConfiguration value to set.
-     */
-    @Generated
-    private ReinforcementFineTuningDataGenerationJob(String name, List<DataGenerationJobSource> sources,
-        DataGenerationJobConfiguration generationConfiguration) {
-        super(name, sources, generationConfiguration);
-    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SupervisedFineTuningDataGenerationJob.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SupervisedFineTuningDataGenerationJob.java
index fbf912e3e1d26..23bc84bae95c2 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SupervisedFineTuningDataGenerationJob.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SupervisedFineTuningDataGenerationJob.java
@@ -71,6 +71,19 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         return jsonWriter.writeEndObject();
     }
 
+    /**
+     * Creates an instance of SupervisedFineTuningDataGenerationJob class.
+     *
+     * @param name the name value to set.
+     * @param sources the sources value to set.
+     * @param generationConfiguration the generationConfiguration value to set.
+     */
+    @Generated
+    private SupervisedFineTuningDataGenerationJob(String name, List<DataGenerationJobSource> sources,
+        DataGenerationJobConfiguration generationConfiguration) {
+        super(name, sources, generationConfiguration);
+    }
+
     /**
      * Reads an instance of SupervisedFineTuningDataGenerationJob from the JsonReader.
      *
@@ -80,6 +93,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
      * @throws IOException If an error occurs while reading the SupervisedFineTuningDataGenerationJob.
      */
+    @Generated
     public static SupervisedFineTuningDataGenerationJob fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String id = null;
@@ -113,8 +127,10 @@ public static SupervisedFineTuningDataGenerationJob fromJson(JsonReader jsonRead
                 } else if ("error".equals(fieldName)) {
                     error = ApiError.fromJson(reader);
                 } else if ("finished_at".equals(fieldName)) {
-                    finishedAt = reader.getNullable(nullableReader -> OffsetDateTime
-                        .ofInstant(Instant.ofEpochSecond(nullableReader.getLong()), ZoneOffset.UTC));
+                    Long finishedAtHolder = reader.getNullable(JsonReader::getLong);
+                    if (finishedAtHolder != null) {
+                        finishedAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(finishedAtHolder), ZoneOffset.UTC);
+                    }
                 } else if ("scenario".equals(fieldName)) {
                     scenario = DataGenerationJobScenario.fromString(reader.getString());
                 } else if ("output_configuration".equals(fieldName)) {
@@ -136,17 +152,4 @@ public static SupervisedFineTuningDataGenerationJob fromJson(JsonReader jsonRead
             return deserializedSupervisedFineTuningDataGenerationJob;
         });
     }
-
-    /**
-     * Creates an instance of SupervisedFineTuningDataGenerationJob class.
-     *
-     * @param name the name value to set.
-     * @param sources the sources value to set.
-     * @param generationConfiguration the generationConfiguration value to set.
-     */
-    @Generated
-    private SupervisedFineTuningDataGenerationJob(String name, List<DataGenerationJobSource> sources,
-        DataGenerationJobConfiguration generationConfiguration) {
-        super(name, sources, generationConfiguration);
-    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index 3e371f2f13213..bcccc2e53ce38 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"c7aa598dfba9","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient":"Azure.AI.Projects.Beta.AgentInsightMonitors","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.beginCreateAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.beginCreateAgentInsightRunWithModel":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.cancelAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.cancelAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.createAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.createAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.deleteAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.deleteAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.getRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.getRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightWithResponse":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.listAgentInsightMonitors":"Azure.AI.Projects.AgentInsightMonitors.list","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.listAgentInsightRuns":"Azure.AI.Projects.AgentInsightMonitors.listRuns","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.listAgentInsights":"Azure.AI.Projects.AgentInsightMonitors.listInsights","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.resetAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.reset","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.resetAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.reset","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.updateInsight","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.update","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.update","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsightWithResponse":"Azure.AI.Projects.AgentInsightMonitors.updateInsight","com.azure.ai.projects.BetaAgentInsightMonitorsClient":"Azure.AI.Projects.Beta.AgentInsightMonitors","com.azure.ai.projects.BetaAgentInsightMonitorsClient.beginCreateAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.beginCreateAgentInsightRunWithModel":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.cancelAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.cancelAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.createAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsClient.createAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsClient.deleteAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsClient.deleteAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsightMo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\ No newline at end of file
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/java/com/azure/ai/projects/models/TracesEvaluatorGenerationJobSource.java","src/main/java/com/azure/ai/projects/models/TreatmentEffectType.java","src/main/java/com/azure/ai/projects/models/Trigger.java","src/main/java/com/azure/ai/projects/models/TriggerType.java","src/main/java/com/azure/ai/projects/models/UpdateModelVersionInput.java","src/main/java/com/azure/ai/projects/models/WeeklyRecurrenceSchedule.java","src/main/java/com/azure/ai/projects/models/package-info.java","src/main/java/com/azure/ai/projects/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 0165f08c49b1d..a3906274498c5 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 0bfe00ed62b780c6d3c8da93c9b314728c3d283f
+commit: 6cc90ff8fe988069008dcb88f06a75066f830fc2
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 3fbea97cc124726b7faf0cb5995623f0649c61d9 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Mon, 19 Oct 2026 11:42:36 -0700
Subject: [PATCH 12/29] bump versions, update changelog and readme (#50867)

---
 eng/versioning/version_client.txt     |  4 +--
 sdk/ai/azure-ai-agents/CHANGELOG.md   | 44 ++++++++++++++++++++++-----
 sdk/ai/azure-ai-agents/README.md      |  6 ++--
 sdk/ai/azure-ai-agents/pom.xml        |  2 +-
 sdk/ai/azure-ai-projects/CHANGELOG.md | 26 +++++-----------
 sdk/ai/azure-ai-projects/README.md    |  2 +-
 sdk/ai/azure-ai-projects/pom.xml      |  4 +--
 7 files changed, 52 insertions(+), 36 deletions(-)

diff --git a/eng/versioning/version_client.txt b/eng/versioning/version_client.txt
index d006d9598c7cb..58c0221c59809 100644
--- a/eng/versioning/version_client.txt
+++ b/eng/versioning/version_client.txt
@@ -37,7 +37,7 @@ com.azure:azure-data-sdk-parent;1.3.0;1.3.0
 com.azure:azure-sdk-parent;1.6.0;1.6.0
 com.azure:azure-client-sdk-parent;1.7.0;1.7.0
 com.azure:azure-ai-agents-persistent;1.0.0-beta.2;1.0.0-beta.3
-com.azure:azure-ai-agents;2.7.0;2.8.0-beta.1
+com.azure:azure-ai-agents;2.7.0;2.8.0
 com.azure:azure-ai-contentsafety;1.0.21;1.1.0-beta.2
 com.azure:azure-ai-contentunderstanding;1.0.0;1.1.0-beta.4
 com.azure:azure-ai-discovery;1.0.0-beta.1;1.0.0-beta.2
@@ -51,7 +51,7 @@ com.azure:azure-ai-openai;1.0.0-beta.16;1.0.0-beta.17
 com.azure:azure-ai-openai-assistants;1.0.0-beta.5;1.0.0-beta.6
 com.azure:azure-ai-openai-realtime;1.0.0-beta.1;1.0.0-beta.1
 com.azure:azure-ai-openai-stainless;1.0.0-beta.1;1.0.0-beta.1
-com.azure:azure-ai-projects;2.7.0;2.8.0-beta.1
+com.azure:azure-ai-projects;2.7.0;2.8.0
 com.azure:azure-ai-speech-transcription;1.0.0;1.1.0-beta.1
 com.azure:azure-ai-textanalytics;5.5.16;5.6.0-beta.1
 com.azure:azure-ai-textanalytics-perf;1.0.0-beta.1;1.0.0-beta.1
diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 19fab8b58a958..00e20cb6e08eb 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -1,22 +1,50 @@
 # Release History
 
-## 2.8.0-beta.1 (Unreleased)
-
-- Added experimental OpenTelemetry GenAI tracing for agent and response operations, following the OpenTelemetry GenAI semantic conventions. Set `AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true` to enable the experimental instrumentation; there is no programmatic opt-in call or process-global mutable state. Tracing/metrics are configured per client through `AgentsClientBuilder.clientOptions(...)` (`TracingOptions` / `MetricsOptions`), and message/agent content is only captured when `OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true` (off by default). The former `AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED` setting remains a compatibility fallback. Coverage:
-    - All current `AgentsClient.createAgentVersion` / `AgentsAsyncClient.createAgentVersion` convenience overloads — `create_agent` spans with prompt/hosted agent attributes and the created agent id/version. Retiring workflow-agent telemetry is intentionally excluded.
-    - `ResponsesClient.createAzureResponse` and `createStreamingAzureResponse`, including their asynchronous equivalents — `chat` / `invoke_agent` spans with request/response model, token usage, input/output messages, finish reasons, and conversation id (streaming spans stay open until completion, error, cancellation, or explicit close).
-    - Raw-response create and streaming protocol methods, including synchronous and asynchronous lifecycle handling and direct HTTP parenting.
-    - `ResponsesClient.createConversation` and `ResponsesAsyncClient.createConversation` — `create_conversation` spans that surround the service call and record its result or failure.
-    - Metrics: `gen_ai.client.operation.duration` and `gen_ai.client.token.usage`.
+## 2.8.0 (2026-10-19)
 
 ### Features Added
 
+- Added experimental OpenTelemetry GenAI tracing and metrics for agent-version creation and Azure response operations,
+  including synchronous, asynchronous, streaming, and raw-response methods. Instrumentation emits `create_agent`,
+  `chat`, and `invoke_agent` spans, plus `gen_ai.client.operation.duration` and `gen_ai.client.token.usage` metrics.
+  Set `AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true` to enable it and configure tracing and metrics per client through
+  `AgentsClientBuilder.clientOptions(...)` using `TracingOptions` and `MetricsOptions`. Message content capture is
+  disabled by default; enable it with `OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true`.
+  `AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED` remains supported as a fallback when the newer setting is unset.
+- Added tracing samples for custom OpenTelemetry configuration, console export, and Azure Monitor export.
+- Added preview Microsoft Copilot harness and built-in toolset support for prompt agents through
+  `MicrosoftCopilotHarness`, `MicrosoftCopilotToolsetPreview`, and related configuration types.
+  `AgentsClientBuilder.allowPreview(true)` and beta agent clients include the `MicrosoftCopilot=V1Preview` feature
+  opt-in. The legacy GitHub Copilot types remain available for compatibility.
+
 ### Breaking Changes
 
+- Flattened the preview voice response models. Removed `VoiceResponseBase` and `VoiceAgentRealtimeResponseBase`;
+  use `VoiceResponse` and `VoiceAgentRealtimeResponse` directly. Response properties and typed token-limit accessors
+  are now declared on those concrete models.
+- Renamed `VoiceResponseBaseObject` to `VoiceResponseObjectType` and replaced `getObject()` with `getObjectType()`
+  on `VoiceResponse` and `VoiceAgentRealtimeResponse`. The JSON property remains `object`.
+- Renamed the preview Teams Phone binding models from `CreateTeamsPhoneExtensionTelephonyBindingInput`,
+  `TeamsPhoneExtensionTelephonyBinding`, and `TeamsPhoneExtensionTelephonyBindingListItem` to
+  `CreateTeamsPhoneExtensibilityTelephonyBindingInput`, `TeamsPhoneExtensibilityTelephonyBinding`, and
+  `TeamsPhoneExtensibilityTelephonyBindingListItem`, respectively.
+- Renamed `TelephonyProvider.TEAMS_PHONE_EXTENSION` and
+  `TelephonyCallLifecycleEventSource.TEAMS_PHONE_EXTENSION` to `TEAMS_PHONE_EXTENSIBILITY`.
+  Their serialized value changed from `teams_phone_extension` to `teams_phone_extensibility`.
+
 ### Bugs Fixed
 
+- Fixed typed asynchronous list operations to forward the page-size hint supplied through `PagedFlux.byPage(...)`,
+  including when resuming from a continuation token, instead of ignoring it.
+
 ### Other Changes
 
+- Regenerated from the updated Foundry TypeSpec specification.
+- Updated `SessionConfiguration` documentation to reflect the service-supported maximum idle timeout of 14,400 seconds
+  (four hours); the default remains 900 seconds.
+- Updated `azure-core` to `1.61.0-beta.1` and `azure-core-http-netty` to `1.17.0-beta.1`.
+- Updated shaded Reactor Netty to `1.3.7` and Netty to `4.2.19.Final`.
+
 ## 2.7.0 (2026-10-06)
 
 ### Features Added
diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index 1bf24482a1cc7..13d458c6c5b66 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -31,7 +31,7 @@ Various documentation is available to help you get started
 <dependency>
     <groupId>com.azure</groupId>
     <artifactId>azure-ai-agents</artifactId>
-    <version>2.7.0</version>
+    <version>2.8.0</version>
 </dependency>
 ```
 [//]: # ({x-version-update-end})
@@ -163,8 +163,8 @@ The SDK supports a variety of tools that can be attached to agent definitions. S
 | `BrowserAutomationPreviewTool` | Browser automation |
 | `ComputerUsePreviewTool` | Computer use |
 | `FabricIqPreviewTool` | Fabric IQ |
-| `GitHubCopilotToolsetPreview` | GitHub Copilot built-in tools |
 | `MemorySearchPreviewTool` | Memory search |
+| `MicrosoftCopilotToolsetPreview` | Microsoft Copilot built-in tools |
 | `MicrosoftFabricPreviewTool` | Microsoft Fabric |
 | `ReminderPreviewTool` | Reminder scheduling |
 | `SharepointPreviewTool` | SharePoint grounding |
@@ -195,7 +195,7 @@ Build clients whose names start with `Beta` from `AgentsClientBuilder.beta()`. T
 
 | Beta sub-client | Automatically populated `Foundry-Features` value |
 |---|---|
-| `BetaAgentsClient` | `WorkflowAgents=V1Preview,ExternalAgents=V1Preview,DraftAgents=V1Preview,VoiceAgents=V1Preview,DigitalWorker=V1Preview,GitHubCopilot=V1Preview,Skills=V1Preview` |
+| `BetaAgentsClient` | `WorkflowAgents=V1Preview,ExternalAgents=V1Preview,DraftAgents=V1Preview,VoiceAgents=V1Preview,DigitalWorker=V1Preview,GitHubCopilot=V1Preview,Skills=V1Preview,MicrosoftCopilot=V1Preview` |
 | `BetaMemoryStoresClient` | `MemoryStores=V1Preview` |
 | `BetaVoiceAgentWebSocketClient` | `VoiceAgents=V1Preview` |
 | `BetaVoiceAgentsTelephonyClient` | `VoiceAgents=V1Preview` |
diff --git a/sdk/ai/azure-ai-agents/pom.xml b/sdk/ai/azure-ai-agents/pom.xml
index 9f79bbf326801..723397962dada 100644
--- a/sdk/ai/azure-ai-agents/pom.xml
+++ b/sdk/ai/azure-ai-agents/pom.xml
@@ -14,7 +14,7 @@
 
   <groupId>com.azure</groupId>
   <artifactId>azure-ai-agents</artifactId>
-  <version>2.8.0-beta.1</version> <!-- {x-version-update;com.azure:azure-ai-agents;current} -->
+  <version>2.8.0</version> <!-- {x-version-update;com.azure:azure-ai-agents;current} -->
   <packaging>jar</packaging>
 
   <name>Microsoft Azure SDK for Agents</name>
diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index f2f67a8e47455..e8a0159892150 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -1,34 +1,22 @@
 # Release History
 
-## 2.8.0-beta.1 (Unreleased)
+## 2.8.0 (2026-10-19)
 
 ### Features Added
 
-- Added `EvaluatorsClient` and `EvaluatorsAsyncClient`, built directly through
-  `AIProjectClientBuilder.buildEvaluatorsClient()` and `buildEvaluatorsAsyncClient()`, for generally available
-  evaluator-version management and rubric-generation jobs. Preview evaluator definitions such as
-  `EndpointBasedEvaluatorDefinition` require `allowPreview(true)`. `BetaEvaluatorsClient` and
-  `BetaEvaluatorsAsyncClient` retain preview pending-upload and credential operations.
-- Evaluation data generation graduated to general availability on `DatasetsClient` and `DatasetsAsyncClient`.
-  Added scenario-specific input and result models for evaluation, supervised fine-tuning, and reinforcement
-  fine-tuning. Fine-tuning scenarios remain in preview and require `allowPreview(true)`; their output configurations
-  support merge-file IDs.
-- Added `ConnectionType.OPEN_API` (`OpenAPI`) and `ConnectionType.REMOTE_A2A` (`RemoteA2A`) for listing and identifying
-  OpenAPI and remote agent-to-agent connections.
-- Added `ApiError.getMisalignment()` to expose structured misalignment details using the OpenAI
-  `ErrorObject.Misalignment` model.
-
 ### Breaking Changes
 
 ### Bugs Fixed
 
-- Fixed OpenAI clients built from `AIProjectClientBuilder` to acquire bearer tokens through the Azure HTTP pipeline.
-  Asynchronous clients now use asynchronous token acquisition instead of calling `TokenCredential.getTokenSync(...)`;
-  synchronous clients continue to use synchronous token acquisition.
-- Fixed skill file uploads to omit an unset `default` flag instead of sending the literal text `null`.
+- Fixed typed asynchronous list operations to forward the page-size hint supplied through `PagedFlux.byPage(...)`,
+  including when resuming from a continuation token, instead of ignoring it.
 
 ### Other Changes
 
+- Regenerated from the updated Foundry TypeSpec specification.
+- Updated `azure-ai-agents` to `2.8.0`, `azure-storage-blob` to `12.36.0`, and `azure-core-http-netty` to
+  `1.17.0-beta.1`.
+
 ## 2.7.0 (2026-10-06)
 
 ### Features Added
diff --git a/sdk/ai/azure-ai-projects/README.md b/sdk/ai/azure-ai-projects/README.md
index 9ff9bbf7b3310..97d9cbe9e9a62 100644
--- a/sdk/ai/azure-ai-projects/README.md
+++ b/sdk/ai/azure-ai-projects/README.md
@@ -43,7 +43,7 @@ Various documentation is available to help you get started
 <dependency>
     <groupId>com.azure</groupId>
     <artifactId>azure-ai-projects</artifactId>
-    <version>2.7.0</version>
+    <version>2.8.0</version>
 </dependency>
 ```
 [//]: # ({x-version-update-end})
diff --git a/sdk/ai/azure-ai-projects/pom.xml b/sdk/ai/azure-ai-projects/pom.xml
index 9b511a093b9ee..3f5e28667ca76 100644
--- a/sdk/ai/azure-ai-projects/pom.xml
+++ b/sdk/ai/azure-ai-projects/pom.xml
@@ -14,7 +14,7 @@ Code generated by Microsoft (R) TypeSpec Code Generator.
 
   <groupId>com.azure</groupId>
   <artifactId>azure-ai-projects</artifactId>
-  <version>2.8.0-beta.1</version> <!-- {x-version-update;com.azure:azure-ai-projects;current} -->
+  <version>2.8.0</version> <!-- {x-version-update;com.azure:azure-ai-projects;current} -->
   <packaging>jar</packaging>
 
   <name>Microsoft Azure SDK for Projects</name>
@@ -73,7 +73,7 @@ Code generated by Microsoft (R) TypeSpec Code Generator.
     <dependency>
       <groupId>com.azure</groupId>
       <artifactId>azure-ai-agents</artifactId>
-      <version>2.8.0-beta.1</version>  <!-- {x-version-update;com.azure:azure-ai-agents;current} -->
+      <version>2.8.0</version>  <!-- {x-version-update;com.azure:azure-ai-agents;current} -->
     </dependency>
     <dependency>
       <groupId>com.openai</groupId>

From 2f47b7a310b8f4a01c4a1f40a07062efa04b5dda Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Mon, 19 Oct 2026 13:03:35 -0700
Subject: [PATCH 13/29] remove unused changelog sections

---
 sdk/ai/azure-ai-projects/CHANGELOG.md | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index e8a0159892150..b1eb4caa84de5 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -2,10 +2,6 @@
 
 ## 2.8.0 (2026-10-19)
 
-### Features Added
-
-### Breaking Changes
-
 ### Bugs Fixed
 
 - Fixed typed asynchronous list operations to forward the page-size hint supplied through `PagedFlux.byPage(...)`,

From 97001d5c9192d30392808b6a6bcd73d5ad57f0df Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Mon, 19 Oct 2026 13:30:36 -0700
Subject: [PATCH 14/29] Clarify GenAI tracing sample documentation

Describe current tracing configuration without implementation-history comparisons and synchronize the README sample.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Copilot-Session: 949a06a4-5a12-463d-9ab8-ebfad63a8236
---
 sdk/ai/azure-ai-agents/README.md                    | 10 +++++-----
 .../telemetry/GenAiInstrumentation.java             |  7 +++----
 .../azure/ai/agents/TracingAzureMonitorSample.java  |  8 ++++----
 .../com/azure/ai/agents/TracingConsoleSample.java   | 11 +++++------
 .../java/com/azure/ai/agents/TracingSample.java     | 13 +++++++------
 5 files changed, 24 insertions(+), 25 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index 13d458c6c5b66..e8048423ebf8b 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -1118,10 +1118,10 @@ Always ensure that the chosen API version is fully supported and operational for
 ## Tracing
 
 `azure-ai-agents` emits experimental [OpenTelemetry GenAI](https://opentelemetry.io/docs/specs/semconv/gen-ai/) spans
-and metrics for agent creation, response (`chat` / `invoke_agent`) and conversation operations. To use this
+and metrics for agent creation and response (`chat` / `invoke_agent`) operations. To use this
 experimental feature, set `AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true` and configure an OpenTelemetry implementation
-for the client through `ClientOptions` or globally. There is no programmatic opt-in call or process-global mutable
-tracing state. Customer-controlled prompts, responses, messages, instructions, function arguments, tool results, and
+for the client through `ClientOptions` or globally.
+Customer-controlled prompts, responses, messages, instructions, function arguments, tool results, and
 equivalent agent content are omitted unless you also set
 `OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true`. Review your privacy requirements before enabling content
 recording. The former `AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED` setting remains available as a compatibility
@@ -1132,8 +1132,8 @@ asynchronous streaming. Streaming spans remain open until the stream completes,
 fails, is cancelled, or is explicitly closed.
 
 ```java com.azure.ai.agents.tracing
-// Configure any OpenTelemetry SDK (exporters, sampling, etc.) and pass it through ClientOptions. The client
-// then emits GenAI spans (create_agent, chat / invoke_agent, create_conversation) and metrics automatically.
+// Set AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true before running this sample.
+// Configure OpenTelemetry exporters and sampling, then pass the SDK through ClientOptions.
 OpenTelemetrySdk openTelemetry = OpenTelemetrySdk.builder().build();
 AgentsClient agentsClient = new AgentsClientBuilder().endpoint(endpoint)
     .credential(new DefaultAzureCredentialBuilder().build())
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiInstrumentation.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiInstrumentation.java
index a0d06239ba2b8..80c85260c08a1 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiInstrumentation.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/telemetry/GenAiInstrumentation.java
@@ -40,10 +40,9 @@
  * histograms) that the client builder created from {@code ClientOptions} tracing/metrics options, along with the
  * resolved endpoint host/port and the content-recording flag.
  *
- * <p>This replaces the process-global static state used elsewhere: an instance is created per client by
- * {@code AgentsClientBuilder} and injected into the clients. Tracing/metrics are emitted only when an
- * OpenTelemetry implementation is configured for the process (i.e. {@link Tracer#isEnabled()} or a histogram is
- * enabled).</p>
+ * <p>An instance is created per client by {@code AgentsClientBuilder} and injected into the clients.
+ * Tracing and metrics are emitted only when experimental GenAI instrumentation is enabled and the configured
+ * {@link Tracer} or a histogram is enabled.</p>
  */
 public final class GenAiInstrumentation {
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingAzureMonitorSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingAzureMonitorSample.java
index 12ccaacfea3bf..8dfae6b669012 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingAzureMonitorSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingAzureMonitorSample.java
@@ -21,10 +21,10 @@
 /**
  * Sample demonstrating GenAI tracing exported to Azure Monitor (Application Insights).
  *
- * <p>As with the console sample, there is no {@code enableGenAiTracing()} opt-in: tracing activates automatically
- * once OpenTelemetry is configured (here via Azure Monitor autoconfigure, registered globally). Set the
- * {@code AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED} environment variable to {@code true} to also capture
- * message/agent content.</p>
+ * <p>Set {@code AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true} to enable experimental GenAI tracing. This sample
+ * configures OpenTelemetry globally through Azure Monitor autoconfigure. Message and agent content capture is
+ * disabled by default; set {@code OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true} to enable it.
+ * Review your privacy requirements before enabling content capture.</p>
  *
  * <p>Prerequisites:</p>
  * <ul>
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingConsoleSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingConsoleSample.java
index 183b17c4238a2..6d1a61596a239 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingConsoleSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingConsoleSample.java
@@ -20,11 +20,10 @@
 /**
  * Sample demonstrating GenAI tracing exported to the console.
  *
- * <p>Unlike the original experimental design, there is no {@code enableGenAiTracing()} / {@code disableGenAiTracing()}
- * opt-in: tracing activates automatically once an OpenTelemetry implementation is configured (here registered
- * globally). To also capture message/agent content, set the
- * {@code AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED} environment variable to {@code true} (it is off by
- * default).</p>
+ * <p>Set {@code AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true} to enable experimental GenAI tracing. This sample
+ * configures an OpenTelemetry implementation globally with a console span exporter. Message and agent content
+ * capture is disabled by default; set {@code OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true} to enable it.
+ * Review your privacy requirements before enabling content capture.</p>
  *
  * <p>To run this sample, add these dependencies to your project:</p>
  * <ul>
@@ -54,7 +53,7 @@ public static void main(String[] args) {
         OpenTelemetrySdk openTelemetry
             = OpenTelemetrySdk.builder().setTracerProvider(tracerProvider).buildAndRegisterGlobal();
 
-        // 2. Build the clients. No tracing opt-in call is required; the configured OpenTelemetry is picked up.
+        // 2. Build the clients using the globally configured OpenTelemetry implementation.
         String endpoint = System.getenv("FOUNDRY_PROJECT_ENDPOINT");
         String model = System.getenv("FOUNDRY_MODEL_NAME");
         AgentsClientBuilder builder
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingSample.java
index cddd632eb6043..bd6fb8f97118a 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/TracingSample.java
@@ -12,10 +12,11 @@
 import io.opentelemetry.sdk.OpenTelemetrySdk;
 
 /**
- * Sample showing how experimental GenAI tracing is enabled for {@link AgentsClient} by configuring an OpenTelemetry
- * implementation through the client's {@link ClientOptions}. When an OpenTelemetry SDK is configured the client emits
- * GenAI semantic-convention spans and metrics automatically; there is no explicit opt-in call. Set the
- * {@code AZURE_TRACING_GEN_AI_CONTENT_RECORDING_ENABLED} environment variable to also capture message/agent content.
+ * Sample showing how to configure OpenTelemetry tracing for {@link AgentsClient} through the client's
+ * {@link ClientOptions}. Set {@code AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true} to enable experimental GenAI spans.
+ * Message and agent content capture is disabled by default; set
+ * {@code OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true} to enable it.
+ * Review your privacy requirements before enabling content capture.
  */
 public final class TracingSample {
 
@@ -28,8 +29,8 @@ public static void main(String[] args) {
         String endpoint = System.getenv("FOUNDRY_PROJECT_ENDPOINT");
 
         // BEGIN: com.azure.ai.agents.tracing
-        // Configure any OpenTelemetry SDK (exporters, sampling, etc.) and pass it through ClientOptions. The client
-        // then emits GenAI spans (create_agent, chat / invoke_agent, create_conversation) and metrics automatically.
+        // Set AZURE_EXPERIMENTAL_ENABLE_GENAI_TRACING=true before running this sample.
+        // Configure OpenTelemetry exporters and sampling, then pass the SDK through ClientOptions.
         OpenTelemetrySdk openTelemetry = OpenTelemetrySdk.builder().build();
         AgentsClient agentsClient = new AgentsClientBuilder().endpoint(endpoint)
             .credential(new DefaultAzureCredentialBuilder().build())

From 9e7412c65fc572a2b6941b24c49e0ed4f4bedd73 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Wed, 28 Oct 2026 11:00:44 -0700
Subject: [PATCH 15/29] Regen from latest spec (#50999)

* regen latest spec

* bump to latest snap

* add deprecation for browser auto
---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |  4 ++
 .../customizations/beta-annotations.csv       |  1 +
 .../src/main/java/AgentsCustomizations.java   | 47 ++++++++++++++
 .../models/BrowserAutomationPreviewTool.java  |  7 ++
 .../BrowserAutomationPreviewToolboxTool.java  |  8 +++
 .../agents/models/HostedAgentDefinition.java  | 38 +++++++++++
 .../com/azure/ai/agents/models/ToolType.java  |  5 ++
 .../ai/agents/models/ToolboxToolType.java     | 25 ++-----
 .../models/VoiceAgentInputTranscription.java  | 58 ++++++++++++++++-
 .../models/VoiceAgentProfanityFilterMode.java | 65 +++++++++++++++++++
 .../META-INF/azure-ai-agents_metadata.json    |  2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |  2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 13 files changed, 241 insertions(+), 23 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 6239e1bfd771f..112ea3883bb47 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -10,6 +10,10 @@
 
 ### Other Changes
 
+- Deprecated `BrowserAutomationPreviewTool`, `BrowserAutomationPreviewToolboxTool`, and the corresponding
+  `BROWSER_AUTOMATION_PREVIEW` tool-type values. Use `BrowserAutomationTool`, `BrowserAutomationToolboxTool`,
+  and the `BROWSER_AUTOMATION` values instead. See [Browser Automation documentation](https://aka.ms/bat/docs).
+
 ## 2.8.0 (2026-10-19)
 
 ### Features Added
diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index 3b071045264d2..f091d65cd6d97 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -282,6 +282,7 @@ class;com.azure.ai.agents.models.VoiceAgentMaxOutputTokens;Preview API. VoiceAge
 class;com.azure.ai.agents.models.VoiceAgentMcpTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentNoiseReduction;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentNoiseReductionType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentProfanityFilterMode;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRealtimeResponse;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentResponseAnimationBlendshapeDeltaEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentResponseAnimationBlendshapeDoneEvent;Preview API. VoiceAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
index 5b80c6d17c8d9..03bf07354d97c 100644
--- a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
+++ b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
@@ -14,6 +14,8 @@
 import com.github.javaparser.ast.expr.NormalAnnotationExpr;
 import com.github.javaparser.ast.expr.ObjectCreationExpr;
 import com.github.javaparser.ast.expr.StringLiteralExpr;
+import com.github.javaparser.ast.nodeTypes.NodeWithAnnotations;
+import com.github.javaparser.ast.nodeTypes.NodeWithJavadoc;
 import com.github.javaparser.ast.stmt.ExpressionStmt;
 import java.io.IOException;
 import java.io.UncheckedIOException;
@@ -39,6 +41,7 @@ public void customize(LibraryCustomization libraryCustomization, Logger logger)
         customizeOptimizationPollingStrategies(libraryCustomization, logger);
         stopPagingWhenHasMoreIsFalse(libraryCustomization, logger);
         internalizeUnusedVoiceAgentFunctionToolType(libraryCustomization, logger);
+        deprecateLegacyBrowserAutomationTools(libraryCustomization);
         protectPolymorphicBaseConstructors(libraryCustomization);
         makeRealtimeMessageDiscriminatorsFinal(libraryCustomization);
         applyUnionTypeWrappers(libraryCustomization, logger);
@@ -76,6 +79,50 @@ private void stopPagingWhenHasMoreIsFalse(LibraryCustomization customization, Lo
 
     private static final String MODELS_PACKAGE = "com.azure.ai.agents.models";
 
+    private void deprecateLegacyBrowserAutomationTools(LibraryCustomization customization) {
+        for (String className : Arrays.asList("BrowserAutomationPreviewTool", "BrowserAutomationPreviewToolboxTool")) {
+            customization.getClass(MODELS_PACKAGE, className).customizeAst(ast -> {
+                ClassOrInterfaceDeclaration clazz = ast.getClassByName(className)
+                    .orElseThrow(() -> new IllegalStateException(className + " was not generated"));
+                deprecateBrowserAutomationNode(clazz, className.replace("Preview", ""));
+            });
+        }
+
+        customization.getClass(MODELS_PACKAGE, "ToolType").customizeAst(ast -> {
+            FieldDeclaration field = ast.getClassByName("ToolType")
+                .orElseThrow(() -> new IllegalStateException("ToolType was not generated"))
+                .getFieldByName("BROWSER_AUTOMATION_PREVIEW")
+                .orElseThrow(() -> new IllegalStateException("ToolType.BROWSER_AUTOMATION_PREVIEW was not generated"));
+            deprecateBrowserAutomationNode(field, "ToolType#BROWSER_AUTOMATION");
+        });
+
+        customization.getClass(MODELS_PACKAGE, "ToolboxToolType")
+            .customizeAst(ast -> deprecateBrowserAutomationNode(
+                ast.getEnumByName("ToolboxToolType")
+                    .orElseThrow(() -> new IllegalStateException("ToolboxToolType was not generated"))
+                    .getEntries()
+                    .stream()
+                    .filter(entry -> "BROWSER_AUTOMATION_PREVIEW".equals(entry.getNameAsString()))
+                    .findFirst()
+                    .orElseThrow(() -> new IllegalStateException(
+                        "ToolboxToolType.BROWSER_AUTOMATION_PREVIEW was not generated")),
+                "ToolboxToolType#BROWSER_AUTOMATION"));
+    }
+
+    private <T extends Node & NodeWithAnnotations<T> & NodeWithJavadoc<T>> void deprecateBrowserAutomationNode(T node,
+        String replacement) {
+        if (!node.isAnnotationPresent(Deprecated.class)) {
+            node.addMarkerAnnotation(Deprecated.class);
+        }
+        com.github.javaparser.javadoc.Javadoc javadoc = node.getJavadoc()
+            .orElseThrow(() -> new IllegalStateException("Missing Javadoc for legacy Browser Automation API"));
+        javadoc.getBlockTags().removeIf(tag -> "deprecated".equals(tag.getTagName()));
+        javadoc.addBlockTag("deprecated",
+            "This legacy Browser Automation tool is deprecated and is no longer available. Use {@link " + replacement
+                + "} instead. See <a href=\"https://aka.ms/bat/docs\">Browser Automation documentation</a>.");
+        node.setJavadocComment(javadoc);
+    }
+
     private static final String UNION_MARKER = "AI Tooling: union type";
 
     private static final String DEDUP_MARKER = "AI Tooling: openai-java de-dup";
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewTool.java
index 0ed9792c1cc0f..ca406cb101474 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewTool.java
@@ -13,8 +13,15 @@
 
 /**
  * The input definition information for a Browser Automation Tool, as used to configure an Agent.
+ * BrowserAutomationPreviewTool is deprecated.
+ * Please use BrowserAutomationTool instead.
+ * See https://aka.ms/bat/docs for more information on Browser automation tool.
+ *
+ * @deprecated This legacy Browser Automation tool is deprecated and is no longer available. Use
+ * {@link BrowserAutomationTool} instead. See <a href="https://aka.ms/bat/docs">Browser Automation documentation</a>.
  */
 @Immutable
+@Deprecated
 @Beta(warningText = "Preview API. preview_tool")
 public final class BrowserAutomationPreviewTool extends Tool {
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java
index 4ead661c6559d..2300a2c71db5c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/BrowserAutomationPreviewToolboxTool.java
@@ -14,8 +14,16 @@
 
 /**
  * A browser automation tool stored in a toolbox.
+ * BrowserAutomationPreviewToolboxTool is deprecated.
+ * Please use BrowserAutomationToolboxTool instead.
+ * See https://aka.ms/bat/docs for more information on Browser automation tool.
+ *
+ * @deprecated This legacy Browser Automation tool is deprecated and is no longer available. Use
+ * {@link BrowserAutomationToolboxTool} instead. See <a href="https://aka.ms/bat/docs">Browser Automation
+ * documentation</a>.
  */
 @Fluent
+@Deprecated
 @Beta(warningText = "Preview API. preview_tool")
 public final class BrowserAutomationPreviewToolboxTool extends ToolboxTool {
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
index bd8467c1ba4af..0eda15791f90e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
@@ -124,6 +124,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeJsonField("code_configuration", this.codeConfiguration);
         jsonWriter.writeJsonField("telemetry_config", this.telemetryConfig);
         jsonWriter.writeJsonField("session_configuration", this.sessionConfiguration);
+        jsonWriter.writeBooleanField("enable_memory_snapshot", this.enableMemorySnapshot);
         return jsonWriter.writeEndObject();
     }
 
@@ -149,6 +150,7 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             CodeConfiguration codeConfiguration = null;
             TelemetryConfig telemetryConfig = null;
             SessionConfiguration sessionConfiguration = null;
+            Boolean enableMemorySnapshot = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -172,6 +174,8 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
                     telemetryConfig = TelemetryConfig.fromJson(reader);
                 } else if ("session_configuration".equals(fieldName)) {
                     sessionConfiguration = SessionConfiguration.fromJson(reader);
+                } else if ("enable_memory_snapshot".equals(fieldName)) {
+                    enableMemorySnapshot = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -185,6 +189,7 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             deserializedHostedAgentDefinition.codeConfiguration = codeConfiguration;
             deserializedHostedAgentDefinition.telemetryConfig = telemetryConfig;
             deserializedHostedAgentDefinition.sessionConfiguration = sessionConfiguration;
+            deserializedHostedAgentDefinition.enableMemorySnapshot = enableMemorySnapshot;
             return deserializedHostedAgentDefinition;
         });
     }
@@ -350,4 +355,37 @@ public HostedAgentDefinition setSessionConfiguration(SessionConfiguration sessio
         this.sessionConfiguration = sessionConfiguration;
         return this;
     }
+
+    /*
+     * Whether this agent version uses memory snapshots. Sessions for a snapshot-enabled version start from a snapshot
+     * of the agent's initialized process rather than starting the process from its image. Defaults to false.
+     */
+    @Generated
+    private Boolean enableMemorySnapshot;
+
+    /**
+     * Get the enableMemorySnapshot property: Whether this agent version uses memory snapshots. Sessions for a
+     * snapshot-enabled version start from a snapshot of the agent's initialized process rather than starting the
+     * process from its image. Defaults to false.
+     *
+     * @return the enableMemorySnapshot value.
+     */
+    @Generated
+    public Boolean isEnableMemorySnapshot() {
+        return this.enableMemorySnapshot;
+    }
+
+    /**
+     * Set the enableMemorySnapshot property: Whether this agent version uses memory snapshots. Sessions for a
+     * snapshot-enabled version start from a snapshot of the agent's initialized process rather than starting the
+     * process from its image. Defaults to false.
+     *
+     * @param enableMemorySnapshot the enableMemorySnapshot value to set.
+     * @return the HostedAgentDefinition object itself.
+     */
+    @Generated
+    public HostedAgentDefinition setEnableMemorySnapshot(Boolean enableMemorySnapshot) {
+        this.enableMemorySnapshot = enableMemorySnapshot;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
index 859adc0c37ffb..ae4c8b04f67ce 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolType.java
@@ -68,8 +68,13 @@ public final class ToolType extends ExpandableStringEnum<ToolType> {
 
     /**
      * Static value browser_automation_preview for ToolType.
+     *
+     * @deprecated This legacy Browser Automation tool is deprecated and is no longer available. Use
+     * {@link ToolType#BROWSER_AUTOMATION} instead. See <a href="https://aka.ms/bat/docs">Browser Automation
+     * documentation</a>.
      */
     @Generated
+    @Deprecated
     public static final ToolType BROWSER_AUTOMATION_PREVIEW = fromString("browser_automation_preview");
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxToolType.java
index 1f0a75c47ea58..33da927d27934 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxToolType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolboxToolType.java
@@ -1,93 +1,82 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 // Code generated by Microsoft (R) TypeSpec Code Generator.
-
 package com.azure.ai.agents.models;
 
 /**
  * Supported tool types for tools stored in a toolbox.
  */
 public enum ToolboxToolType {
+
     /**
      * Enum value code_interpreter.
      */
     CODE_INTERPRETER("code_interpreter"),
-
     /**
      * Enum value file_search.
      */
     FILE_SEARCH("file_search"),
-
     /**
      * Enum value web_search.
      */
     WEB_SEARCH("web_search"),
-
     /**
      * Enum value mcp.
      */
     MCP("mcp"),
-
     /**
      * Enum value azure_ai_search.
      */
     AZURE_AI_SEARCH("azure_ai_search"),
-
     /**
      * Enum value openapi.
      */
     OPENAPI("openapi"),
-
     /**
      * Enum value a2a_preview.
      */
     A2A_PREVIEW("a2a_preview"),
-
     /**
      * Enum value browser_automation_preview.
+     *
+     * @deprecated This legacy Browser Automation tool is deprecated and is no longer available. Use
+     * {@link ToolboxToolType#BROWSER_AUTOMATION} instead. See <a href="https://aka.ms/bat/docs">Browser Automation
+     * documentation</a>.
      */
+    @Deprecated
     BROWSER_AUTOMATION_PREVIEW("browser_automation_preview"),
-
     /**
      * Enum value reminder_preview.
      */
     REMINDER_PREVIEW("reminder_preview"),
-
     /**
      * Enum value work_iq_preview.
      */
     WORK_IQ_PREVIEW("work_iq_preview"),
-
     /**
      * Enum value fabric_iq_preview.
      */
     FABRIC_IQ_PREVIEW("fabric_iq_preview"),
-
     /**
      * Enum value toolbox_search.
      */
     TOOLBOX_SEARCH("toolbox_search"),
-
     /**
      * Enum value toolbox_search_preview.
      */
     TOOLBOX_SEARCH_PREVIEW("toolbox_search_preview"),
-
     /**
      * Enum value a2a.
      */
     A2A("a2a"),
-
     /**
      * Enum value shell.
      */
     SHELL("shell"),
-
     /**
      * Enum value web_iq_preview.
      */
     WEB_IQ_PREVIEW("web_iq_preview"),
-
     /**
      * Enum value browser_automation.
      */
@@ -104,7 +93,7 @@ public enum ToolboxToolType {
 
     /**
      * Parses a serialized value to a ToolboxToolType instance.
-     * 
+     *
      * @param value the serialized value to parse.
      * @return the parsed ToolboxToolType object, or null if unable to parse.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java
index 6bb50f0cab21b..f3efe979e01db 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java
@@ -16,8 +16,8 @@
 import java.util.Map;
 
 /**
- * Asynchronous input-audio transcription configuration. Extends the OpenAI Realtime transcription
- * options with the Azure and MAI transcription models, custom speech models, and phrase hints.
+ * Settings for transcribing input audio, including the transcription model, Custom Speech deployments,
+ * and phrase hints.
  */
 @Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
@@ -280,6 +280,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("delay", this.delay == null ? null : this.delay.asString());
         jsonWriter.writeMapField("custom_speech", this.customSpeech, (writer, element) -> writer.writeString(element));
         jsonWriter.writeArrayField("phrase_list", this.phraseList, (writer, element) -> writer.writeString(element));
+        jsonWriter.writeStringField("profanity_filter",
+            this.profanityFilter == null ? null : this.profanityFilter.toString());
         return jsonWriter.writeEndObject();
     }
 
@@ -303,6 +305,7 @@ public static VoiceAgentInputTranscription fromJson(JsonReader jsonReader) throw
             Delay delay = null;
             Map<String, String> customSpeech = null;
             List<String> phraseList = null;
+            VoiceAgentProfanityFilterMode profanityFilter = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -322,6 +325,8 @@ public static VoiceAgentInputTranscription fromJson(JsonReader jsonReader) throw
                     customSpeech = reader.readMap(reader1 -> reader1.getString());
                 } else if ("phrase_list".equals(fieldName)) {
                     phraseList = reader.readArray(reader1 -> reader1.getString());
+                } else if ("profanity_filter".equals(fieldName)) {
+                    profanityFilter = reader.getNullable(r -> VoiceAgentProfanityFilterMode.fromString(r.getString()));
                 } else {
                     reader.skipChildren();
                 }
@@ -335,6 +340,7 @@ public static VoiceAgentInputTranscription fromJson(JsonReader jsonReader) throw
             deserializedVoiceAgentInputTranscription.delay = delay;
             deserializedVoiceAgentInputTranscription.customSpeech = customSpeech;
             deserializedVoiceAgentInputTranscription.phraseList = phraseList;
+            deserializedVoiceAgentInputTranscription.profanityFilter = profanityFilter;
             return deserializedVoiceAgentInputTranscription;
         });
     }
@@ -352,4 +358,52 @@ public VoiceAgentInputTranscription setDelay(Delay delay) {
         this.delay = delay;
         return this;
     }
+
+    /*
+     * Controls how profanity is handled in input transcripts. Supported only with managed Azure Speech
+     * (`azure-speech`), including Custom Speech.
+     * Set this property before the session starts. If omitted, the transcription provider's default applies.
+     * You cannot change the mode during a session.
+     * Filtering affects transcript events and the text sent to cascaded models. It does not change input
+     * audio, voice activity detection, or assistant speech; audio-native models still receive the original
+     * audio. Mandatory service masking policies apply even when you select `unfiltered`.
+     */
+    @Generated
+    private VoiceAgentProfanityFilterMode profanityFilter;
+
+    /**
+     * Get the profanityFilter property: Controls how profanity is handled in input transcripts. Supported only with
+     * managed Azure Speech
+     * (`azure-speech`), including Custom Speech.
+     * Set this property before the session starts. If omitted, the transcription provider's default applies.
+     * You cannot change the mode during a session.
+     * Filtering affects transcript events and the text sent to cascaded models. It does not change input
+     * audio, voice activity detection, or assistant speech; audio-native models still receive the original
+     * audio. Mandatory service masking policies apply even when you select `unfiltered`.
+     *
+     * @return the profanityFilter value.
+     */
+    @Generated
+    public VoiceAgentProfanityFilterMode getProfanityFilter() {
+        return this.profanityFilter;
+    }
+
+    /**
+     * Set the profanityFilter property: Controls how profanity is handled in input transcripts. Supported only with
+     * managed Azure Speech
+     * (`azure-speech`), including Custom Speech.
+     * Set this property before the session starts. If omitted, the transcription provider's default applies.
+     * You cannot change the mode during a session.
+     * Filtering affects transcript events and the text sent to cascaded models. It does not change input
+     * audio, voice activity detection, or assistant speech; audio-native models still receive the original
+     * audio. Mandatory service masking policies apply even when you select `unfiltered`.
+     *
+     * @param profanityFilter the profanityFilter value to set.
+     * @return the VoiceAgentInputTranscription object itself.
+     */
+    @Generated
+    public VoiceAgentInputTranscription setProfanityFilter(VoiceAgentProfanityFilterMode profanityFilter) {
+        this.profanityFilter = profanityFilter;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java
new file mode 100644
index 0000000000000..3ee808e7d6d67
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java
@@ -0,0 +1,65 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The supported input-transcript profanity filtering modes.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentProfanityFilterMode extends ExpandableStringEnum<VoiceAgentProfanityFilterMode> {
+
+    /**
+     * Masks recognized profanity in the transcript.
+     */
+    @Generated
+    public static final VoiceAgentProfanityFilterMode MASKED = fromString("masked");
+
+    /**
+     * Includes recognized profanity in the transcript, subject to mandatory service masking policies.
+     */
+    @Generated
+    public static final VoiceAgentProfanityFilterMode UNFILTERED = fromString("unfiltered");
+
+    /**
+     * Removes recognized profanity from the transcript.
+     */
+    @Generated
+    public static final VoiceAgentProfanityFilterMode REMOVED = fromString("removed");
+
+    /**
+     * Creates a new instance of VoiceAgentProfanityFilterMode value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentProfanityFilterMode() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentProfanityFilterMode from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentProfanityFilterMode.
+     */
+    @Generated
+    public static VoiceAgentProfanityFilterMode fromString(String name) {
+        return fromString(name, VoiceAgentProfanityFilterMode.class);
+    }
+
+    /**
+     * Gets known VoiceAgentProfanityFilterMode values.
+     *
+     * @return known VoiceAgentProfanityFilterMode values.
+     */
+    @Generated
+    public static Collection<VoiceAgentProfanityFilterMode> values() {
+        return values(VoiceAgentProfanityFilterMode.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 54b9d1613f596..303f5b86184ac 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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AgentDefinition.java","src/main/java/com/azure/ai/agents/models/AgentDetails.java","src/main/java/com/azure/ai/agents/models/AgentDetailsVersions.java","src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationScheme.java","src/main/java/com/azure/ai/agents/models/AgentEndpointAuthorizationSchemeType.java","src/main/java/com/azure/ai/agents/models/AgentEndpointConfig.java","src/main/java/com/azure/ai/agents/models/AgentEndpointProtocol.java","src/main/java/com/azure/ai/agents/models/AgentHarness.java","src/main/java/com/azure/ai/agents/models/AgentIdentity.java","src/main/java/com/azure/ai/agents/models/AgentIdentityStatus.java","src/main/java/com/azure/ai/agents/models/AgentKind.java","src/main/java/com/azure/ai/agents/models/AgentObjectType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationAgentCandidateOutput.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationBaselineAgentConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidate.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateEvaluation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateExpand.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateOutput.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidatePromotionInfo.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCandidateStatus.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationConfigurationBase.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationConfigurationType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationCostEstimate.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationDataSourceType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEstimateBand.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEstimateInputs.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEstimateResult.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEvaluationConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEvaluationSet.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEvaluationSetType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationEvaluatorReference.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationFoundryAgentTargetConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationGoal.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationInstructionsMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationJob.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationJobLatency.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationJobResult.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationJobTokenUsage.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationModelConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationModelMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationPromptCandidateOutput.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationResultCandidateSummary.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationSkill.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationSkillsMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationSpace.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationStage.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationStageEstimate.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionDatasetReferenceDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionEvaluationSet.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionInlineDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetCompletionTestCase.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetConfiguration.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTargetConfigurationType.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationTerminationReason.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationToolsMutation.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationUserConversationSimulationDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationUserConversationSimulationDatasetReferenceDataSource.java","src/main/java/com/azure/ai/agents/models/AgentOptimizationUserConversationSimulationEvaluationSet.java","src/main/ja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\ No newline at end of file
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nseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchTool.java","src/main/java/com/azure/ai/agents/models/ToolSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxShellContainerAutoEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellContainerReferenceEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicy.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicyDisabled.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxVersions.java","src/main/java/com/azure/ai/agents/models/TranscriptTextInputTokenDetails.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsage.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageDuration.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageTokens.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageType.java","src/main/java/com/azure/ai/agents/models/TranscriptionLanguage.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBinding.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBindingListItem.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffect.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffectsConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationDefaultInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationTestCase.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationUserBehaviorConfiguration.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationOutputType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioTimestampType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarIceServer.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarOutputProtocol.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionToolType1.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceIds.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index b1cbe9ec5a9e1..efb423420646d 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 74d831dd8f16dc9a3723ba4e6286d30bea60d00c
+commit: 5580485232ea181a92abbddfd8274378e00ec033
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 9d4e06c616e53..e3f3cb9f0f7cb 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 74d831dd8f16dc9a3723ba4e6286d30bea60d00c
+commit: 5580485232ea181a92abbddfd8274378e00ec033
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From d0ea327fbd21cfa498d717d9c4afbfec91bffee9 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Thu, 29 Oct 2026 00:24:50 -0700
Subject: [PATCH 16/29] Regen agents and projects from latest spec 102826
 (#51018)

* initial gen

* renames and add beta decorator
---
 .../customizations/beta-annotations.csv       |   6 +
 .../src/main/java/AgentsCustomizations.java   |   4 +-
 .../agents/models/AgentEndpointProtocol.java  |   8 +
 .../agents/models/VoiceAgentDefinition.java   |  40 +++
 .../models/VoiceAgentInputTranscription.java  |  29 ++-
 .../VoiceAgentInputTranscriptionModel.java    |  11 +
 .../models/VoiceAgentNoiseReduction.java      |  20 +-
 .../models/VoiceAgentNoiseReductionType.java  |  24 ++
 .../VoiceAgentSoundscapeConfiguration.java    | 229 ++++++++++++++++++
 .../models/VoiceAgentSoundscapeSound.java     |  78 ++++++
 ...iceAgentSoundscapeSourceConfiguration.java | 103 ++++++++
 ...oiceAgentSoundscapeTrackConfiguration.java | 123 ++++++++++
 ...ntSoundscapeWorkingTrackConfiguration.java | 169 +++++++++++++
 .../VoiceHostedAgentConversationEngine.java   |  26 +-
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |   2 +-
 17 files changed, 854 insertions(+), 22 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorkingTrackConfiguration.java

diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index f091d65cd6d97..3fa84f5f19a16 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -5,6 +5,7 @@ class;com.azure.ai.agents.models.A2AToolCall;Preview API. preview_tool;
 class;com.azure.ai.agents.models.A2AToolCallOutput;Preview API. preview_tool;
 field;com.azure.ai.agents.models.AgentDetails;Preview API. DigitalWorker=V1Preview;digital_worker_type
 field;com.azure.ai.agents.models.AgentEndpointProtocol;Preview API.;VOICE
+field;com.azure.ai.agents.models.AgentEndpointProtocol;Preview API.;VOICE_CONVERSATION_ENGINE
 class;com.azure.ai.agents.models.AgentHarness;Preview API. GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview;
 field;com.azure.ai.agents.models.AgentKind;Preview API.;VOICE
 field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. DraftAgents=V1Preview;draft
@@ -313,6 +314,11 @@ class;com.azure.ai.agents.models.VoiceAgentSessionSubagentCompletedEvent;Preview
 class;com.azure.ai.agents.models.VoiceAgentSessionSubagentStartedEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionUpdate;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionUpdateConfiguration;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSoundscapeConfiguration;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSoundscapeSound;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSoundscapeSourceConfiguration;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSoundscapeTrackConfiguration;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSoundscapeWorkingTrackConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentStaticInterimResponseConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSubagent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSubagentAbortReason;Preview API. VoiceAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
index 03bf07354d97c..b8e8725f6e45a 100644
--- a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
+++ b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
@@ -866,7 +866,9 @@ private void annotateBetaFields(LibraryCustomization customization, List<String[
     }
 
     private void annotateMember(TypeDeclaration<?> type, String member, String description, Logger logger) {
-        String fieldName = toCamelCase(member);
+        String fieldName = type.getFields().stream()
+            .flatMap(field -> field.getVariables().stream())
+            .anyMatch(variable -> variable.getNameAsString().equals(member)) ? member : toCamelCase(member);
         boolean found = false;
 
         for (FieldDeclaration field : type.getFields()) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointProtocol.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointProtocol.java
index fa9f7b9adf9e3..7b3a0e4cd87ec 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointProtocol.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentEndpointProtocol.java
@@ -86,4 +86,12 @@ public static Collection<AgentEndpointProtocol> values() {
     @Generated
     @Beta(warningText = "Preview API.")
     public static final AgentEndpointProtocol VOICE = fromString("voice");
+
+    /**
+     * Text conversation protocol for a hosted agent used by Voice Live Bridge. Declare version `1.0.0`; audio transport
+     * remains outside this protocol.
+     */
+    @Generated
+    @Beta(warningText = "Preview API.")
+    public static final AgentEndpointProtocol VOICE_CONVERSATION_ENGINE = fromString("voice_conversation_engine");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
index 8f2ed52f5dc7b..6536283756c02 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
@@ -550,6 +550,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("instructions", this.instructions);
         jsonWriter.writeJsonField("greeting", this.greeting);
         jsonWriter.writeJsonField("audio", this.audio);
+        jsonWriter.writeJsonField("soundscape", this.soundscape);
         jsonWriter.writeArrayField("output_modalities", this.outputModalities,
             (writer, element) -> writer.writeString(element == null ? null : element.toString()));
         if (this.maxOutputTokens != null) {
@@ -604,6 +605,8 @@ public static VoiceAgentDefinition fromJson(JsonReader jsonReader) throws IOExce
                     deserializedVoiceAgentDefinition.greeting = VoiceAgentGreetingConfiguration.fromJson(reader);
                 } else if ("audio".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.audio = VoiceAgentAudioConfiguration.fromJson(reader);
+                } else if ("soundscape".equals(fieldName)) {
+                    deserializedVoiceAgentDefinition.soundscape = VoiceAgentSoundscapeConfiguration.fromJson(reader);
                 } else if ("output_modalities".equals(fieldName)) {
                     List<VoiceOutputModality> outputModalities
                         = reader.readArray(reader1 -> VoiceOutputModality.fromString(reader1.getString()));
@@ -889,4 +892,41 @@ public VoiceAgentDefinition setSubagentConfiguration(VoiceAgentSubagentConfigura
         this.subagentConfiguration = subagentConfiguration;
         return this;
     }
+
+    /*
+     * Optional background ambience and event cues, stored with the agent version and separate from the audio
+     * configuration. Currently rendered only for telephony calls, not browser WebRTC or direct voice WebSocket
+     * sessions. Omit this property to disable all auxiliary audio. Persisted conversation recordings do not include the
+     * soundscape mix.
+     */
+    @Generated
+    private VoiceAgentSoundscapeConfiguration soundscape;
+
+    /**
+     * Get the soundscape property: Optional background ambience and event cues, stored with the agent version and
+     * separate from the audio configuration. Currently rendered only for telephony calls, not browser WebRTC or direct
+     * voice WebSocket sessions. Omit this property to disable all auxiliary audio. Persisted conversation recordings do
+     * not include the soundscape mix.
+     *
+     * @return the soundscape value.
+     */
+    @Generated
+    public VoiceAgentSoundscapeConfiguration getSoundscape() {
+        return this.soundscape;
+    }
+
+    /**
+     * Set the soundscape property: Optional background ambience and event cues, stored with the agent version and
+     * separate from the audio configuration. Currently rendered only for telephony calls, not browser WebRTC or direct
+     * voice WebSocket sessions. Omit this property to disable all auxiliary audio. Persisted conversation recordings do
+     * not include the soundscape mix.
+     *
+     * @param soundscape the soundscape value to set.
+     * @return the VoiceAgentDefinition object itself.
+     */
+    @Generated
+    public VoiceAgentDefinition setSoundscape(VoiceAgentSoundscapeConfiguration soundscape) {
+        this.soundscape = soundscape;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java
index f3efe979e01db..4ee9d6eef9eab 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java
@@ -18,6 +18,10 @@
 /**
  * Settings for transcribing input audio, including the transcription model, Custom Speech deployments,
  * and phrase hints.
+ * When `model` is `azure-speech-streaming`, transcription is supported for cascaded text-model
+ * conversations only (not realtime speech-to-speech models), requires a nonempty `language` such as
+ * `en-US` (comma-separated locales are supported), and supports `custom_speech`, `phrase_list`, and
+ * `profanity_filter`.
  */
 @Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
@@ -26,7 +30,9 @@ public final class VoiceAgentInputTranscription implements JsonSerializable<Voic
     /*
      * The language of the input audio. Supplying the input language in
      * [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) (e.g. `en`) format
-     * will improve accuracy and latency.
+     * will improve accuracy and latency. Optional for other transcription models; required and must be
+     * nonempty when `model` is `azure-speech-streaming` (such as `en-US`; comma-separated locales are
+     * supported).
      */
     @Generated
     private String language;
@@ -62,6 +68,9 @@ public final class VoiceAgentInputTranscription implements JsonSerializable<Voic
 
     /*
      * The transcription model identifier. Configure customer custom speech deployments in `custom_speech`.
+     * `azure-speech-streaming` is for cascaded text-model conversations only (not realtime speech-to-speech models),
+     * requires a nonempty `language` such as `en-US` (comma-separated locales are supported), and supports
+     * `custom_speech`, `phrase_list`, and `profanity_filter`.
      */
     @Generated
     private final VoiceAgentInputTranscriptionModel model;
@@ -91,7 +100,9 @@ public VoiceAgentInputTranscription(VoiceAgentInputTranscriptionModel model) {
     /**
      * Get the language property: The language of the input audio. Supplying the input language in
      * [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) (e.g. `en`) format
-     * will improve accuracy and latency.
+     * will improve accuracy and latency. Optional for other transcription models; required and must be
+     * nonempty when `model` is `azure-speech-streaming` (such as `en-US`; comma-separated locales are
+     * supported).
      *
      * @return the language value.
      */
@@ -103,7 +114,9 @@ public String getLanguage() {
     /**
      * Set the language property: The language of the input audio. Supplying the input language in
      * [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) (e.g. `en`) format
-     * will improve accuracy and latency.
+     * will improve accuracy and latency. Optional for other transcription models; required and must be
+     * nonempty when `model` is `azure-speech-streaming` (such as `en-US`; comma-separated locales are
+     * supported).
      *
      * @param language the language value to set.
      * @return the VoiceAgentInputTranscription object itself.
@@ -212,7 +225,9 @@ public Delay getDelay() {
 
     /**
      * Get the model property: The transcription model identifier. Configure customer custom speech deployments in
-     * `custom_speech`.
+     * `custom_speech`. `azure-speech-streaming` is for cascaded text-model conversations only (not realtime
+     * speech-to-speech models), requires a nonempty `language` such as `en-US` (comma-separated locales are supported),
+     * and supports `custom_speech`, `phrase_list`, and `profanity_filter`.
      *
      * @return the model value.
      */
@@ -361,7 +376,7 @@ public VoiceAgentInputTranscription setDelay(Delay delay) {
 
     /*
      * Controls how profanity is handled in input transcripts. Supported only with managed Azure Speech
-     * (`azure-speech`), including Custom Speech.
+     * (`azure-speech` and `azure-speech-streaming`), including Custom Speech.
      * Set this property before the session starts. If omitted, the transcription provider's default applies.
      * You cannot change the mode during a session.
      * Filtering affects transcript events and the text sent to cascaded models. It does not change input
@@ -374,7 +389,7 @@ public VoiceAgentInputTranscription setDelay(Delay delay) {
     /**
      * Get the profanityFilter property: Controls how profanity is handled in input transcripts. Supported only with
      * managed Azure Speech
-     * (`azure-speech`), including Custom Speech.
+     * (`azure-speech` and `azure-speech-streaming`), including Custom Speech.
      * Set this property before the session starts. If omitted, the transcription provider's default applies.
      * You cannot change the mode during a session.
      * Filtering affects transcript events and the text sent to cascaded models. It does not change input
@@ -391,7 +406,7 @@ public VoiceAgentProfanityFilterMode getProfanityFilter() {
     /**
      * Set the profanityFilter property: Controls how profanity is handled in input transcripts. Supported only with
      * managed Azure Speech
-     * (`azure-speech`), including Custom Speech.
+     * (`azure-speech` and `azure-speech-streaming`), including Custom Speech.
      * Set this property before the session starts. If omitted, the transcription provider's default applies.
      * You cannot change the mode during a session.
      * Filtering affects transcript events and the text sent to cascaded models. It does not change input
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java
index 50b2c0a09be81..d452612992a4e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java
@@ -12,6 +12,9 @@
  * The input-audio transcription model identifier. This is a model name, not a Foundry deployment name. Mirrors the
  * transcription models supported by the managed
  * voice backend, covering the OpenAI Realtime transcription models plus the Azure and MAI models.
+ * `azure-speech-streaming` is supported for cascaded text-model conversations only (not realtime speech-to-speech
+ * models), requires a nonempty `language` such as `en-US` (comma-separated locales are supported), and supports
+ * `custom_speech`, `phrase_list`, and `profanity_filter`.
  * Additional values may be added over time.
  */
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
@@ -102,4 +105,12 @@ public static VoiceAgentInputTranscriptionModel fromString(String name) {
     public static Collection<VoiceAgentInputTranscriptionModel> values() {
         return values(VoiceAgentInputTranscriptionModel.class);
     }
+
+    /**
+     * Azure AI Speech streaming transcription for cascaded text-model conversations only. Requires a nonempty
+     * `language`, such as `en-US`; comma-separated locales are supported. Supports `custom_speech`, `phrase_list`, and
+     * `profanity_filter`. Not supported with realtime speech-to-speech models.
+     */
+    @Generated
+    public static final VoiceAgentInputTranscriptionModel AZURE_SPEECH_STREAMING = fromString("azure-speech-streaming");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java
index ad18d4955c541..e749a6d1bc2ae 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java
@@ -13,14 +13,22 @@
 import java.io.IOException;
 
 /**
- * Input audio noise reduction configuration.
+ * Input audio noise reduction configuration. `azure_deep_noise_suppression_headset` and
+ * `azure_personal_noise_suppression` are modes for local voice activity detection that
+ * enhance detection audio without changing the audio used for recognition.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
 public final class VoiceAgentNoiseReduction implements JsonSerializable<VoiceAgentNoiseReduction> {
 
     /*
-     * The noise reduction mode.
+     * The noise reduction mode. `azure_deep_noise_suppression_headset` provides
+     * headset-optimized noise suppression for local voice activity detection, optimized for
+     * low-sample-rate audio including 8 kHz telephony audio without changing recognition audio (not
+     * restricted to headset devices). `azure_personal_noise_suppression` starts with headset
+     * suppression for local voice activity detection and personalizes detection after automatic speaker
+     * enrollment while keeping recognition audio unchanged and keeping headset suppression active when
+     * personalization is unavailable.
      */
     @Generated
     private final VoiceAgentNoiseReductionType type;
@@ -36,7 +44,13 @@ public VoiceAgentNoiseReduction(VoiceAgentNoiseReductionType type) {
     }
 
     /**
-     * Get the type property: The noise reduction mode.
+     * Get the type property: The noise reduction mode. `azure_deep_noise_suppression_headset` provides
+     * headset-optimized noise suppression for local voice activity detection, optimized for
+     * low-sample-rate audio including 8 kHz telephony audio without changing recognition audio (not
+     * restricted to headset devices). `azure_personal_noise_suppression` starts with headset
+     * suppression for local voice activity detection and personalizes detection after automatic speaker
+     * enrollment while keeping recognition audio unchanged and keeping headset suppression active when
+     * personalization is unavailable.
      *
      * @return the type value.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java
index 8e8f11a9a7335..65a91e00f7cab 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java
@@ -10,6 +10,12 @@
 
 /**
  * The input audio noise reduction mode.
+ * - `azure_deep_noise_suppression_headset`: Azure headset-optimized noise suppression for local voice activity
+ * detection. Optimized for low-sample-rate audio, including 8 kHz telephony audio. Enhances detection audio without
+ * changing the audio used for recognition. The mode is not restricted to headset devices.
+ * - `azure_personal_noise_suppression`: Azure personalized noise suppression for local voice activity detection. Starts
+ * with headset suppression and personalizes detection after automatic speaker enrollment. Recognition audio is
+ * unchanged; headset suppression remains active when personalization is unavailable.
  */
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
 public final class VoiceAgentNoiseReductionType extends ExpandableStringEnum<VoiceAgentNoiseReductionType> {
@@ -63,4 +69,22 @@ public static VoiceAgentNoiseReductionType fromString(String name) {
     public static Collection<VoiceAgentNoiseReductionType> values() {
         return values(VoiceAgentNoiseReductionType.class);
     }
+
+    /**
+     * Azure headset-optimized noise suppression for local voice activity detection. Optimized for low-sample-rate
+     * audio, including 8 kHz telephony audio. Enhances detection audio without changing the audio used for recognition.
+     * The mode is not restricted to headset devices.
+     */
+    @Generated
+    public static final VoiceAgentNoiseReductionType AZURE_DEEP_NOISE_SUPPRESSION_HEADSET
+        = fromString("azure_deep_noise_suppression_headset");
+
+    /**
+     * Azure personalized noise suppression for local voice activity detection. Starts with headset suppression and
+     * personalizes detection after automatic speaker enrollment. Recognition audio is unchanged; headset suppression
+     * remains active when personalization is unavailable.
+     */
+    @Generated
+    public static final VoiceAgentNoiseReductionType AZURE_PERSONAL_NOISE_SUPPRESSION
+        = fromString("azure_personal_noise_suppression");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java
new file mode 100644
index 0000000000000..ef0f2f03a8291
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java
@@ -0,0 +1,229 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Agent-owned background ambience and event cues. Each omitted track is disabled. The service rejects unknown fields;
+ * custom uploads, URLs, and inline audio are not supported.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSoundscapeConfiguration implements JsonSerializable<VoiceAgentSoundscapeConfiguration> {
+
+    /*
+     * Continuous background ambience that continues during caller and agent speech.
+     */
+    @Generated
+    private VoiceAgentSoundscapeTrackConfiguration background;
+
+    /*
+     * A loop played while a non-call-control tool is pending and the agent is silent, after the configured delay.
+     */
+    @Generated
+    private VoiceAgentSoundscapeWorkingTrackConfiguration working;
+
+    /*
+     * An interruptible cue played before the first agent speech.
+     */
+    @Generated
+    private VoiceAgentSoundscapeTrackConfiguration opening;
+
+    /*
+     * A one-shot cue played after queued agent speech drains and before a committed call transfer.
+     */
+    @Generated
+    private VoiceAgentSoundscapeTrackConfiguration transfer;
+
+    /*
+     * A one-shot cue played after queued agent speech drains and before a committed session end.
+     */
+    @Generated
+    private VoiceAgentSoundscapeTrackConfiguration closing;
+
+    /**
+     * Creates an instance of VoiceAgentSoundscapeConfiguration class.
+     */
+    @Generated
+    public VoiceAgentSoundscapeConfiguration() {
+    }
+
+    /**
+     * Get the background property: Continuous background ambience that continues during caller and agent speech.
+     *
+     * @return the background value.
+     */
+    @Generated
+    public VoiceAgentSoundscapeTrackConfiguration getBackground() {
+        return this.background;
+    }
+
+    /**
+     * Set the background property: Continuous background ambience that continues during caller and agent speech.
+     *
+     * @param background the background value to set.
+     * @return the VoiceAgentSoundscapeConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentSoundscapeConfiguration setBackground(VoiceAgentSoundscapeTrackConfiguration background) {
+        this.background = background;
+        return this;
+    }
+
+    /**
+     * Get the working property: A loop played while a non-call-control tool is pending and the agent is silent, after
+     * the configured delay.
+     *
+     * @return the working value.
+     */
+    @Generated
+    public VoiceAgentSoundscapeWorkingTrackConfiguration getWorking() {
+        return this.working;
+    }
+
+    /**
+     * Set the working property: A loop played while a non-call-control tool is pending and the agent is silent, after
+     * the configured delay.
+     *
+     * @param working the working value to set.
+     * @return the VoiceAgentSoundscapeConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentSoundscapeConfiguration setWorking(VoiceAgentSoundscapeWorkingTrackConfiguration working) {
+        this.working = working;
+        return this;
+    }
+
+    /**
+     * Get the opening property: An interruptible cue played before the first agent speech.
+     *
+     * @return the opening value.
+     */
+    @Generated
+    public VoiceAgentSoundscapeTrackConfiguration getOpening() {
+        return this.opening;
+    }
+
+    /**
+     * Set the opening property: An interruptible cue played before the first agent speech.
+     *
+     * @param opening the opening value to set.
+     * @return the VoiceAgentSoundscapeConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentSoundscapeConfiguration setOpening(VoiceAgentSoundscapeTrackConfiguration opening) {
+        this.opening = opening;
+        return this;
+    }
+
+    /**
+     * Get the transfer property: A one-shot cue played after queued agent speech drains and before a committed call
+     * transfer.
+     *
+     * @return the transfer value.
+     */
+    @Generated
+    public VoiceAgentSoundscapeTrackConfiguration getTransfer() {
+        return this.transfer;
+    }
+
+    /**
+     * Set the transfer property: A one-shot cue played after queued agent speech drains and before a committed call
+     * transfer.
+     *
+     * @param transfer the transfer value to set.
+     * @return the VoiceAgentSoundscapeConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentSoundscapeConfiguration setTransfer(VoiceAgentSoundscapeTrackConfiguration transfer) {
+        this.transfer = transfer;
+        return this;
+    }
+
+    /**
+     * Get the closing property: A one-shot cue played after queued agent speech drains and before a committed session
+     * end.
+     *
+     * @return the closing value.
+     */
+    @Generated
+    public VoiceAgentSoundscapeTrackConfiguration getClosing() {
+        return this.closing;
+    }
+
+    /**
+     * Set the closing property: A one-shot cue played after queued agent speech drains and before a committed session
+     * end.
+     *
+     * @param closing the closing value to set.
+     * @return the VoiceAgentSoundscapeConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentSoundscapeConfiguration setClosing(VoiceAgentSoundscapeTrackConfiguration closing) {
+        this.closing = closing;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeJsonField("background", this.background);
+        jsonWriter.writeJsonField("working", this.working);
+        jsonWriter.writeJsonField("opening", this.opening);
+        jsonWriter.writeJsonField("transfer", this.transfer);
+        jsonWriter.writeJsonField("closing", this.closing);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSoundscapeConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSoundscapeConfiguration if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentSoundscapeConfiguration.
+     */
+    @Generated
+    public static VoiceAgentSoundscapeConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentSoundscapeConfiguration deserializedVoiceAgentSoundscapeConfiguration
+                = new VoiceAgentSoundscapeConfiguration();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("background".equals(fieldName)) {
+                    deserializedVoiceAgentSoundscapeConfiguration.background
+                        = VoiceAgentSoundscapeTrackConfiguration.fromJson(reader);
+                } else if ("working".equals(fieldName)) {
+                    deserializedVoiceAgentSoundscapeConfiguration.working
+                        = VoiceAgentSoundscapeWorkingTrackConfiguration.fromJson(reader);
+                } else if ("opening".equals(fieldName)) {
+                    deserializedVoiceAgentSoundscapeConfiguration.opening
+                        = VoiceAgentSoundscapeTrackConfiguration.fromJson(reader);
+                } else if ("transfer".equals(fieldName)) {
+                    deserializedVoiceAgentSoundscapeConfiguration.transfer
+                        = VoiceAgentSoundscapeTrackConfiguration.fromJson(reader);
+                } else if ("closing".equals(fieldName)) {
+                    deserializedVoiceAgentSoundscapeConfiguration.closing
+                        = VoiceAgentSoundscapeTrackConfiguration.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentSoundscapeConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java
new file mode 100644
index 0000000000000..bc2321db5e251
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java
@@ -0,0 +1,78 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * The packaged sounds accepted by a built-in soundscape source.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public enum VoiceAgentSoundscapeSound {
+
+    /**
+     * Quiet office ambience.
+     */
+    OFFICE("office"),
+    /**
+     * Busy call-center ambience.
+     */
+    CALL_CENTER("call_center"),
+    /**
+     * Busy street ambience.
+     */
+    BUSY_STREET("busy_street"),
+    /**
+     * Crowd conversation ambience.
+     */
+    PEOPLE_TALKING("people_talking"),
+    /**
+     * Street and metro-station ambience.
+     */
+    STREET_AND_METRO_STATION("street_and_metro_station"),
+    /**
+     * The first notification tone.
+     */
+    DING1("ding1"),
+    /**
+     * The second notification tone.
+     */
+    DING2("ding2");
+
+    /**
+     * The actual serialized value for a VoiceAgentSoundscapeSound instance.
+     */
+    private final String value;
+
+    VoiceAgentSoundscapeSound(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentSoundscapeSound instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentSoundscapeSound object, or null if unable to parse.
+     */
+    public static VoiceAgentSoundscapeSound fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentSoundscapeSound[] items = VoiceAgentSoundscapeSound.values();
+        for (VoiceAgentSoundscapeSound item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java
new file mode 100644
index 0000000000000..f853b18f94327
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java
@@ -0,0 +1,103 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * A packaged sound selected from the service-managed catalogue. The service rejects unknown source fields and
+ * discriminator values.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSoundscapeSourceConfiguration
+    implements JsonSerializable<VoiceAgentSoundscapeSourceConfiguration> {
+
+    /*
+     * The audio source type. Always `built_in`.
+     */
+    @Generated
+    private final String type = "built_in";
+
+    /*
+     * The name of the packaged sound. Only the listed built-in sounds are accepted.
+     */
+    @Generated
+    private final VoiceAgentSoundscapeSound name;
+
+    /**
+     * Creates an instance of VoiceAgentSoundscapeSourceConfiguration class.
+     *
+     * @param name the name value to set.
+     */
+    @Generated
+    public VoiceAgentSoundscapeSourceConfiguration(VoiceAgentSoundscapeSound name) {
+        this.name = name;
+    }
+
+    /**
+     * Get the type property: The audio source type. Always `built_in`.
+     *
+     * @return the type value.
+     */
+    @Generated
+    public String getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The name of the packaged sound. Only the listed built-in sounds are accepted.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public VoiceAgentSoundscapeSound getName() {
+        return this.name;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSoundscapeSourceConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSoundscapeSourceConfiguration if the JsonReader was pointing to an instance of
+     * it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentSoundscapeSourceConfiguration.
+     */
+    @Generated
+    public static VoiceAgentSoundscapeSourceConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentSoundscapeSound name = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = VoiceAgentSoundscapeSound.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return new VoiceAgentSoundscapeSourceConfiguration(name);
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java
new file mode 100644
index 0000000000000..90afa649b78ea
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java
@@ -0,0 +1,123 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * A soundscape track with its own audio source and playback volume.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSoundscapeTrackConfiguration
+    implements JsonSerializable<VoiceAgentSoundscapeTrackConfiguration> {
+
+    /*
+     * The required audio source for this track.
+     */
+    @Generated
+    private final VoiceAgentSoundscapeSourceConfiguration source;
+
+    /*
+     * Linear playback gain from 0 to 1, independent of agent speech volume. If omitted, the service defaults to 1. A
+     * value of 0 mutes this track.
+     */
+    @Generated
+    private Double gain;
+
+    /**
+     * Creates an instance of VoiceAgentSoundscapeTrackConfiguration class.
+     *
+     * @param source the source value to set.
+     */
+    @Generated
+    public VoiceAgentSoundscapeTrackConfiguration(VoiceAgentSoundscapeSourceConfiguration source) {
+        this.source = source;
+    }
+
+    /**
+     * Get the source property: The required audio source for this track.
+     *
+     * @return the source value.
+     */
+    @Generated
+    public VoiceAgentSoundscapeSourceConfiguration getSource() {
+        return this.source;
+    }
+
+    /**
+     * Get the gain property: Linear playback gain from 0 to 1, independent of agent speech volume. If omitted, the
+     * service defaults to 1. A value of 0 mutes this track.
+     *
+     * @return the gain value.
+     */
+    @Generated
+    public Double getGain() {
+        return this.gain;
+    }
+
+    /**
+     * Set the gain property: Linear playback gain from 0 to 1, independent of agent speech volume. If omitted, the
+     * service defaults to 1. A value of 0 mutes this track.
+     *
+     * @param gain the gain value to set.
+     * @return the VoiceAgentSoundscapeTrackConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentSoundscapeTrackConfiguration setGain(Double gain) {
+        this.gain = gain;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeJsonField("source", this.source);
+        jsonWriter.writeNumberField("gain", this.gain);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSoundscapeTrackConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSoundscapeTrackConfiguration if the JsonReader was pointing to an instance of
+     * it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentSoundscapeTrackConfiguration.
+     */
+    @Generated
+    public static VoiceAgentSoundscapeTrackConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentSoundscapeSourceConfiguration source = null;
+            Double gain = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("source".equals(fieldName)) {
+                    source = VoiceAgentSoundscapeSourceConfiguration.fromJson(reader);
+                } else if ("gain".equals(fieldName)) {
+                    gain = reader.getNullable(JsonReader::getDouble);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentSoundscapeTrackConfiguration deserializedVoiceAgentSoundscapeTrackConfiguration
+                = new VoiceAgentSoundscapeTrackConfiguration(source);
+            deserializedVoiceAgentSoundscapeTrackConfiguration.gain = gain;
+            return deserializedVoiceAgentSoundscapeTrackConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorkingTrackConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorkingTrackConfiguration.java
new file mode 100644
index 0000000000000..0ac0abd846cf3
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorkingTrackConfiguration.java
@@ -0,0 +1,169 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * A working-loop track with a delay measured from the first pending non-call-control tool.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSoundscapeWorkingTrackConfiguration
+    implements JsonSerializable<VoiceAgentSoundscapeWorkingTrackConfiguration> {
+
+    /*
+     * The required audio source for this track.
+     */
+    @Generated
+    private final VoiceAgentSoundscapeSourceConfiguration source;
+
+    /*
+     * Linear playback gain from 0 to 1, independent of agent speech volume. If omitted, the service defaults to 1. A
+     * value of 0 mutes this track.
+     */
+    @Generated
+    private Double gain;
+
+    /*
+     * The delay in milliseconds before working audio starts, from 0 to 10000. If omitted, the service defaults to 1000
+     * milliseconds. This delays only working audio, not tool execution, and is valid only on the working track.
+     */
+    @Generated
+    private Long delay;
+
+    /**
+     * Creates an instance of VoiceAgentSoundscapeWorkingTrackConfiguration class.
+     *
+     * @param source the source value to set.
+     */
+    @Generated
+    public VoiceAgentSoundscapeWorkingTrackConfiguration(VoiceAgentSoundscapeSourceConfiguration source) {
+        this.source = source;
+    }
+
+    /**
+     * Get the source property: The required audio source for this track.
+     *
+     * @return the source value.
+     */
+    @Generated
+    public VoiceAgentSoundscapeSourceConfiguration getSource() {
+        return this.source;
+    }
+
+    /**
+     * Get the gain property: Linear playback gain from 0 to 1, independent of agent speech volume. If omitted, the
+     * service defaults to 1. A value of 0 mutes this track.
+     *
+     * @return the gain value.
+     */
+    @Generated
+    public Double getGain() {
+        return this.gain;
+    }
+
+    /**
+     * Set the gain property: Linear playback gain from 0 to 1, independent of agent speech volume. If omitted, the
+     * service defaults to 1. A value of 0 mutes this track.
+     *
+     * @param gain the gain value to set.
+     * @return the VoiceAgentSoundscapeWorkingTrackConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentSoundscapeWorkingTrackConfiguration setGain(Double gain) {
+        this.gain = gain;
+        return this;
+    }
+
+    /**
+     * Get the delay property: The delay in milliseconds before working audio starts, from 0 to 10000. If omitted, the
+     * service defaults to 1000 milliseconds. This delays only working audio, not tool execution, and is valid only on
+     * the working track.
+     *
+     * @return the delay value.
+     */
+    @Generated
+    public Duration getDelay() {
+        if (this.delay == null) {
+            return null;
+        }
+        return Duration.ofMillis(this.delay);
+    }
+
+    /**
+     * Set the delay property: The delay in milliseconds before working audio starts, from 0 to 10000. If omitted, the
+     * service defaults to 1000 milliseconds. This delays only working audio, not tool execution, and is valid only on
+     * the working track.
+     *
+     * @param delay the delay value to set.
+     * @return the VoiceAgentSoundscapeWorkingTrackConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentSoundscapeWorkingTrackConfiguration setDelay(Duration delay) {
+        if (delay == null) {
+            this.delay = null;
+        } else {
+            this.delay = delay.toMillis();
+        }
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeJsonField("source", this.source);
+        jsonWriter.writeNumberField("gain", this.gain);
+        jsonWriter.writeNumberField("delay_ms", this.delay);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSoundscapeWorkingTrackConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSoundscapeWorkingTrackConfiguration if the JsonReader was pointing to an
+     * instance of it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentSoundscapeWorkingTrackConfiguration.
+     */
+    @Generated
+    public static VoiceAgentSoundscapeWorkingTrackConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentSoundscapeSourceConfiguration source = null;
+            Double gain = null;
+            Long delay = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("source".equals(fieldName)) {
+                    source = VoiceAgentSoundscapeSourceConfiguration.fromJson(reader);
+                } else if ("gain".equals(fieldName)) {
+                    gain = reader.getNullable(JsonReader::getDouble);
+                } else if ("delay_ms".equals(fieldName)) {
+                    delay = reader.getNullable(JsonReader::getLong);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentSoundscapeWorkingTrackConfiguration deserializedVoiceAgentSoundscapeWorkingTrackConfiguration
+                = new VoiceAgentSoundscapeWorkingTrackConfiguration(source);
+            deserializedVoiceAgentSoundscapeWorkingTrackConfiguration.gain = gain;
+            deserializedVoiceAgentSoundscapeWorkingTrackConfiguration.delay = delay;
+            return deserializedVoiceAgentSoundscapeWorkingTrackConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java
index 9fff9c3ba0f90..49cdb469011cb 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java
@@ -16,8 +16,10 @@
 
 /**
  * A closed reference to the hosted text agent that owns conversation handling for a voice agent. The hosted agent is
- * resolved within the same project and must support the `invocations_ws` protocol, Voice Live compatibility, and Bridge
- * Protocol 1.0.
+ * resolved within the same project and must declare `voice_conversation_engine` version `1.0.0`. Voice Live connects
+ * through the dedicated voice-conversation-engine endpoint using the existing Bridge Protocol 1.0 wire semantics; the
+ * Bridge message version is independent of the container protocol version and the Hosted Agents API version `v1`.
+ * Declaring `invocations_ws` is optional and does not substitute for `voice_conversation_engine`.
  */
 @Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
@@ -45,8 +47,10 @@ public final class VoiceHostedAgentConversationEngine extends VoiceConversationE
 
     /*
      * A closed reference to the hosted text agent that owns conversation handling for a voice agent. The hosted agent
-     * is resolved within the same project and must support the `invocations_ws` protocol, Voice Live compatibility, and
-     * Bridge Protocol 1.0.
+     * is resolved within the same project and must declare `voice_conversation_engine` version `1.0.0`. Voice Live
+     * connects through the dedicated voice-conversation-engine endpoint using the existing Bridge Protocol 1.0 wire
+     * semantics; the Bridge message version is independent of the container protocol version and the Hosted Agents API
+     * version `v1`. Declaring `invocations_ws` is optional and does not substitute for `voice_conversation_engine`.
      */
     @Generated
     private Map<String, BinaryData> additionalProperties;
@@ -110,8 +114,11 @@ public VoiceHostedAgentConversationEngine setVersion(String version) {
 
     /**
      * Get the additionalProperties property: A closed reference to the hosted text agent that owns conversation
-     * handling for a voice agent. The hosted agent is resolved within the same project and must support the
-     * `invocations_ws` protocol, Voice Live compatibility, and Bridge Protocol 1.0.
+     * handling for a voice agent. The hosted agent is resolved within the same project and must declare
+     * `voice_conversation_engine` version `1.0.0`. Voice Live connects through the dedicated voice-conversation-engine
+     * endpoint using the existing Bridge Protocol 1.0 wire semantics; the Bridge message version is independent of the
+     * container protocol version and the Hosted Agents API version `v1`. Declaring `invocations_ws` is optional and
+     * does not substitute for `voice_conversation_engine`.
      *
      * @return the additionalProperties value.
      */
@@ -122,8 +129,11 @@ public Map<String, BinaryData> getAdditionalProperties() {
 
     /**
      * Set the additionalProperties property: A closed reference to the hosted text agent that owns conversation
-     * handling for a voice agent. The hosted agent is resolved within the same project and must support the
-     * `invocations_ws` protocol, Voice Live compatibility, and Bridge Protocol 1.0.
+     * handling for a voice agent. The hosted agent is resolved within the same project and must declare
+     * `voice_conversation_engine` version `1.0.0`. Voice Live connects through the dedicated voice-conversation-engine
+     * endpoint using the existing Bridge Protocol 1.0 wire semantics; the Bridge message version is independent of the
+     * container protocol version and the Hosted Agents API version `v1`. Declaring `invocations_ws` is optional and
+     * does not substitute for `voice_conversation_engine`.
      *
      * @param additionalProperties the additionalProperties value to set.
      * @return the VoiceHostedAgentConversationEngine object itself.
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 303f5b86184ac..0afeff4d644cf 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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odels/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionToolType1.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorkingTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceIds.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index efb423420646d..0c69fa8ef3041 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 5580485232ea181a92abbddfd8274378e00ec033
+commit: 5ad5a4f048a3773f809b70563f0ac9ca8cb4859c
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index e3f3cb9f0f7cb..497a872cfda95 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 5580485232ea181a92abbddfd8274378e00ec033
+commit: bdf26751385b0afc96e53feddc0d7099694bcb91
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 46a1db1a9dbcb32974b3ea27c90f276621b61c75 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Thu, 29 Oct 2026 13:34:45 -0700
Subject: [PATCH 17/29] Prepare for 2.9.0 release (#51026)

* bump versions

* update changelog

* update readme
---
 eng/versioning/version_client.txt     |  4 +--
 sdk/ai/azure-ai-agents/CHANGELOG.md   | 35 ++++++++++++++++++++++++++-
 sdk/ai/azure-ai-agents/README.md      |  7 ++++--
 sdk/ai/azure-ai-agents/pom.xml        |  2 +-
 sdk/ai/azure-ai-projects/CHANGELOG.md | 16 ++++++++----
 sdk/ai/azure-ai-projects/README.md    |  2 +-
 sdk/ai/azure-ai-projects/pom.xml      |  4 +--
 7 files changed, 56 insertions(+), 14 deletions(-)

diff --git a/eng/versioning/version_client.txt b/eng/versioning/version_client.txt
index 9da52dae57c95..154cb246bc1e2 100644
--- a/eng/versioning/version_client.txt
+++ b/eng/versioning/version_client.txt
@@ -37,7 +37,7 @@ com.azure:azure-data-sdk-parent;1.3.0;1.3.0
 com.azure:azure-sdk-parent;1.6.0;1.6.0
 com.azure:azure-client-sdk-parent;1.7.0;1.7.0
 com.azure:azure-ai-agents-persistent;1.0.0-beta.2;1.0.0-beta.3
-com.azure:azure-ai-agents;2.8.0;2.9.0-beta.1
+com.azure:azure-ai-agents;2.8.0;2.9.0
 com.azure:azure-ai-contentsafety;1.0.21;1.1.0-beta.2
 com.azure:azure-ai-contentunderstanding;1.0.0;1.1.0-beta.4
 com.azure:azure-ai-discovery;1.0.0-beta.1;1.0.0-beta.2
@@ -51,7 +51,7 @@ com.azure:azure-ai-openai;1.0.0-beta.16;1.0.0-beta.17
 com.azure:azure-ai-openai-assistants;1.0.0-beta.5;1.0.0-beta.6
 com.azure:azure-ai-openai-realtime;1.0.0-beta.1;1.0.0-beta.1
 com.azure:azure-ai-openai-stainless;1.0.0-beta.1;1.0.0-beta.1
-com.azure:azure-ai-projects;2.8.0;2.9.0-beta.1
+com.azure:azure-ai-projects;2.8.0;2.9.0
 com.azure:azure-ai-speech-transcription;1.0.0;1.1.0-beta.1
 com.azure:azure-ai-textanalytics;5.5.16;5.6.0-beta.1
 com.azure:azure-ai-textanalytics-perf;1.0.0-beta.1;1.0.0-beta.1
diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 112ea3883bb47..2029d64ebf2eb 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -1,18 +1,51 @@
 # Release History
 
-## 2.9.0-beta.1 (Unreleased)
+## 2.9.0 (Unreleased)
 
 ### Features Added
 
+- Added hosted-agent memory snapshot opt-in through `HostedAgentDefinition.setEnableMemorySnapshot(...)` and
+  `isEnableMemorySnapshot()`. Sessions for a snapshot-enabled agent version start from a snapshot of its initialized
+  process instead of starting the process from its image.
+- Added preview voice-agent soundscapes through `VoiceAgentDefinition.setSoundscape(...)`,
+  `VoiceAgentSoundscapeConfiguration`, and related track and built-in sound models. Soundscapes support background
+  ambience, delayed working audio while tools are pending, and opening, transfer, and closing cues. Rendering is
+  currently limited to telephony calls; persisted conversation recordings do not include the soundscape mix.
+- Added preview input-transcript profanity filtering through `VoiceAgentInputTranscription.setProfanityFilter(...)`
+  and `VoiceAgentProfanityFilterMode`, with `MASKED`, `REMOVED`, and `UNFILTERED` modes. Filtering is supported with
+  managed Azure Speech, including Custom Speech, and must be configured before the session starts.
+- Added `VoiceAgentInputTranscriptionModel.AZURE_SPEECH_STREAMING` for preview streaming Azure Speech transcription
+  in cascaded text-model conversations. It requires a nonempty language setting and supports Custom Speech,
+  phrase hints, and profanity filtering; it is not supported with realtime speech-to-speech models.
+- Added preview `VoiceAgentNoiseReductionType.AZURE_DEEP_NOISE_SUPPRESSION_HEADSET` and
+  `AZURE_PERSONAL_NOISE_SUPPRESSION` modes for local voice activity detection. These modes enhance detection audio
+  without changing the audio used for recognition.
+- Added preview `AgentEndpointProtocol.VOICE_CONVERSATION_ENGINE` for the hosted-agent text conversation protocol
+  used by Voice Live Bridge. Audio transport remains outside this protocol.
+
 ### Breaking Changes
 
+- Updated the preview hosted voice conversation-engine contract: hosted agents referenced by
+  `VoiceHostedAgentConversationEngine` must declare `voice_conversation_engine` version `1.0.0`.
+  Declaring `invocations_ws` is optional and no longer substitutes for the dedicated voice conversation-engine protocol.
+
 ### Bugs Fixed
 
+- Fixed cursor-based list operations that stopped after the first page, including memory-store, memory-item,
+  toolbox, and voice-agent listings. Paging now follows the service's `last_id` cursor and supports resuming from
+  a continuation token.
+- Fixed cursor-based paging to stop when the service returns `has_more: false`, even if the response still includes
+  a `last_id`, avoiding unnecessary requests after the final page.
+
 ### Other Changes
 
 - Deprecated `BrowserAutomationPreviewTool`, `BrowserAutomationPreviewToolboxTool`, and the corresponding
   `BROWSER_AUTOMATION_PREVIEW` tool-type values. Use `BrowserAutomationTool`, `BrowserAutomationToolboxTool`,
   and the `BROWSER_AUTOMATION` values instead. See [Browser Automation documentation](https://aka.ms/bat/docs).
+- Regenerated the client from the updated Foundry TypeSpec specification.
+- Updated `azure-core` from `1.60.0` to `1.61.0` and `azure-core-http-netty` from `1.16.8` to `1.17.0`.
+- Updated Reactor Netty from `1.2.18` to `1.3.7` and Netty from `4.1.138.Final` to `4.2.19.Final`,
+  including the Netty codec module changes required by the newer runtime.
 
 ## 2.8.0 (2026-10-19)
 
diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index e8048423ebf8b..003d4a3770b34 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -31,7 +31,7 @@ Various documentation is available to help you get started
 <dependency>
     <groupId>com.azure</groupId>
     <artifactId>azure-ai-agents</artifactId>
-    <version>2.8.0</version>
+    <version>2.9.0</version>
 </dependency>
 ```
 [//]: # ({x-version-update-end})
@@ -160,7 +160,7 @@ The SDK supports a variety of tools that can be attached to agent definitions. S
 | Tool class | Description |
 |---|---|
 | `BingCustomSearchPreviewTool` | Bing custom search |
-| `BrowserAutomationPreviewTool` | Browser automation |
+| `BrowserAutomationPreviewTool` | Deprecated; use `BrowserAutomationTool` |
 | `ComputerUsePreviewTool` | Computer use |
 | `FabricIqPreviewTool` | Fabric IQ |
 | `MemorySearchPreviewTool` | Memory search |
@@ -662,6 +662,9 @@ See the full sample in [SharePointGroundingSync.java](https://github.com/Azure/a
 
 Interact with web pages using `BrowserAutomationTool`. For toolbox configuration, use `BrowserAutomationToolboxTool`.
 
+The legacy `BrowserAutomationPreviewTool` and `BrowserAutomationPreviewToolboxTool` are deprecated and no longer available.
+Use `BrowserAutomationTool` and `BrowserAutomationToolboxTool` instead. See [Browser Automation documentation](https://aka.ms/bat/docs).
+
 ```java com.azure.ai.agents.define_browser_automation
 // Create browser automation tool with connection configuration
 BrowserAutomationTool browserTool = new BrowserAutomationTool(
diff --git a/sdk/ai/azure-ai-agents/pom.xml b/sdk/ai/azure-ai-agents/pom.xml
index fa962f046062c..dd4ff0d6802a0 100644
--- a/sdk/ai/azure-ai-agents/pom.xml
+++ b/sdk/ai/azure-ai-agents/pom.xml
@@ -14,7 +14,7 @@
 
   <groupId>com.azure</groupId>
   <artifactId>azure-ai-agents</artifactId>
-  <version>2.9.0-beta.1</version> <!-- {x-version-update;com.azure:azure-ai-agents;current} -->
+  <version>2.9.0</version> <!-- {x-version-update;com.azure:azure-ai-agents;current} -->
   <packaging>jar</packaging>
 
   <name>Microsoft Azure SDK for Agents</name>
diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index e9e7c65372725..1180180bdfb33 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -1,15 +1,21 @@
 # Release History
 
-## 2.9.0-beta.1 (Unreleased)
-
-### Features Added
-
-### Breaking Changes
+## 2.9.0 (Unreleased)
 
 ### Bugs Fixed
 
+- Fixed cursor-based list operations that stopped after the first page, including data-generation jobs,
+  evaluator-generation jobs, skills and skill versions, and agent insight monitors, runs, and insights.
+  Paging now follows the service's `last_id` cursor and supports resuming from a continuation token.
+- Fixed cursor-based paging to stop when the service returns `has_more: false`, even if the response still includes
+  a `last_id`, avoiding unnecessary requests after the final page.
+
 ### Other Changes
 
+- Regenerated the client from the updated Foundry TypeSpec specification.
+- Updated `azure-ai-agents` from `2.8.0` to `2.9.0`.
+- Updated `azure-core` from `1.60.0` to `1.61.0` and `azure-core-http-netty` from `1.16.8` to `1.17.0`.
+
 ## 2.8.0 (2026-10-19)
 
 ### Bugs Fixed
diff --git a/sdk/ai/azure-ai-projects/README.md b/sdk/ai/azure-ai-projects/README.md
index 97d9cbe9e9a62..4bb09e2afb799 100644
--- a/sdk/ai/azure-ai-projects/README.md
+++ b/sdk/ai/azure-ai-projects/README.md
@@ -43,7 +43,7 @@ Various documentation is available to help you get started
 <dependency>
     <groupId>com.azure</groupId>
     <artifactId>azure-ai-projects</artifactId>
-    <version>2.8.0</version>
+    <version>2.9.0</version>
 </dependency>
 ```
 [//]: # ({x-version-update-end})
diff --git a/sdk/ai/azure-ai-projects/pom.xml b/sdk/ai/azure-ai-projects/pom.xml
index 1219d041989d8..22ee6ddd5771d 100644
--- a/sdk/ai/azure-ai-projects/pom.xml
+++ b/sdk/ai/azure-ai-projects/pom.xml
@@ -14,7 +14,7 @@ Code generated by Microsoft (R) TypeSpec Code Generator.
 
   <groupId>com.azure</groupId>
   <artifactId>azure-ai-projects</artifactId>
-  <version>2.9.0-beta.1</version> <!-- {x-version-update;com.azure:azure-ai-projects;current} -->
+  <version>2.9.0</version> <!-- {x-version-update;com.azure:azure-ai-projects;current} -->
   <packaging>jar</packaging>
 
   <name>Microsoft Azure SDK for Projects</name>
@@ -73,7 +73,7 @@ Code generated by Microsoft (R) TypeSpec Code Generator.
     <dependency>
       <groupId>com.azure</groupId>
       <artifactId>azure-ai-agents</artifactId>
-      <version>2.9.0-beta.1</version>  <!-- {x-version-update;com.azure:azure-ai-agents;current} -->
+      <version>2.9.0</version>  <!-- {x-version-update;com.azure:azure-ai-agents;current} -->
     </dependency>
     <dependency>
       <groupId>com.openai</groupId>

From 77a27990ee9b86c5589404caef3331aa57e84fc9 Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Thu, 29 Oct 2026 14:10:34 -0700
Subject: [PATCH 18/29] restore generated decorators

---
 .../main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java  | 2 ++
 .../src/main/java/com/azure/ai/projects/BetaSkillsClient.java   | 2 ++
 2 files changed, 4 insertions(+)

diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
index 56252295899db..4eacc6ca899c9 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsAsyncClient.java
@@ -652,8 +652,10 @@ public Mono<SkillVersion> createSkillVersion(String name) {
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
      * @return a specific version of a skill on successful completion of {@link Mono}.
      */
+    @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
     public Mono<SkillVersion> createSkillVersionFromFiles(String name, CreateSkillVersionFromFilesBody content) {
+        // Generated convenience method for createSkillVersionFromFilesWithResponseInternal
         RequestOptions requestOptions = new RequestOptions();
         return createSkillVersionFromFilesWithResponseInternal(name,
             new MultipartFormDataHelper(requestOptions)
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
index 28fbe85962d7e..4f64b270c7046 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/BetaSkillsClient.java
@@ -625,8 +625,10 @@ public SkillVersion createSkillVersion(String name) {
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
      * @return a specific version of a skill.
      */
+    @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
     public SkillVersion createSkillVersionFromFiles(String name, CreateSkillVersionFromFilesBody content) {
+        // Generated convenience method for createSkillVersionFromFilesWithResponseInternal
         RequestOptions requestOptions = new RequestOptions();
         return createSkillVersionFromFilesWithResponseInternal(name,
             new MultipartFormDataHelper(requestOptions)

From c16cfa98aa1ca0ca35bb8eefef9a53e96bc8ecf1 Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Thu, 29 Oct 2026 15:37:09 -0700
Subject: [PATCH 19/29] bump changelog date

---
 sdk/ai/azure-ai-agents/CHANGELOG.md   | 2 +-
 sdk/ai/azure-ai-projects/CHANGELOG.md | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 2029d64ebf2eb..b320b16b8a91d 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Release History
 
-## 2.9.0 (Unreleased)
+## 2.9.0 (2026-10-30)
 
 ### Features Added
 
diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index 1180180bdfb33..2ce7797e8e9e5 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -1,6 +1,6 @@
 # Release History
 
-## 2.9.0 (Unreleased)
+## 2.9.0 (2026-10-30)
 
 ### Bugs Fixed
 

From 375f77e8d0e8c20a3d88c68bbdfd2ab5c083dfce Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Thu, 29 Oct 2026 18:53:09 -0700
Subject: [PATCH 20/29] fix tests and re-record

---
 sdk/ai/azure-ai-agents/assets.json            |  2 +-
 .../com/azure/ai/agents/AgentsAsyncTests.java | 94 +++++++++----------
 .../java/com/azure/ai/agents/AgentsTests.java | 87 ++++++++---------
 .../ai/agents/MemoryStoresAsyncTests.java     |  3 +-
 .../azure/ai/agents/MemoryStoresTests.java    |  3 +-
 .../hostedagents/CodeAgentSamplesTests.java   | 83 ++++++++--------
 .../http/HttpClientHelperTests.java           |  3 -
 sdk/ai/azure-ai-projects/assets.json          |  2 +-
 .../DataGenerationJobsAsyncClientTests.java   | 34 ++++---
 .../DataGenerationJobsClientTests.java        | 81 ++++++++--------
 .../com/azure/ai/projects/SamplesTests.java   |  2 -
 .../http/HttpClientHelperTests.java           |  3 -
 12 files changed, 188 insertions(+), 209 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/assets.json b/sdk/ai/azure-ai-agents/assets.json
index 60bf8fd0da19e..7b75381f2217e 100644
--- a/sdk/ai/azure-ai-agents/assets.json
+++ b/sdk/ai/azure-ai-agents/assets.json
@@ -2,5 +2,5 @@
   "AssetsRepo": "Azure/azure-sdk-assets",
   "AssetsRepoPrefixPath": "java",
   "TagPrefix": "java/ai/azure-ai-agents",
-  "Tag": "java/ai/azure-ai-agents_27635be873"
+  "Tag": "java/ai/azure-ai-agents_bab0385d9d"
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/AgentsAsyncTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/AgentsAsyncTests.java
index 9c1c1cd5d5d57..3d475213e2ff4 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/AgentsAsyncTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/AgentsAsyncTests.java
@@ -9,13 +9,11 @@
 import com.azure.ai.agents.models.PromptAgentDefinition;
 import com.azure.ai.agents.models.StructuredInputDefinition;
 import com.azure.core.http.HttpClient;
-import com.openai.models.conversations.Conversation;
 import com.openai.models.responses.EasyInputMessage;
 import com.openai.models.responses.ResponseCreateParams;
 import com.openai.models.responses.ResponseInputItem;
 import com.openai.models.responses.ResponseStatus;
 import com.openai.services.async.ConversationServiceAsync;
-import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.params.ParameterizedTest;
 import org.junit.jupiter.params.provider.MethodSource;
 import reactor.core.publisher.Mono;
@@ -102,7 +100,6 @@ public void basicVersionedAgentCRUDOperations(HttpClient httpClient, AgentsServi
         })).verifyComplete();
     }
 
-    @Disabled("Disabled due to service errors (responses endpoint).")
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("com.azure.ai.agents.TestUtils#getTestParameters")
     public void promptAgentTest(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
@@ -110,57 +107,52 @@ public void promptAgentTest(HttpClient httpClient, AgentsServiceVersion serviceV
         ConversationServiceAsync conversationsClient = getConversationsAsyncClient(httpClient, serviceVersion);
         ResponsesAsyncClient responsesClient = getResponsesAsyncClient(httpClient, serviceVersion);
         String agentModel = "gpt-4o";
+        String agentName = testResourceNamer.randomName("prompt-agent-async-", 32);
 
         PromptAgentDefinition promptAgentDefinition = new PromptAgentDefinition(agentModel);
 
-        StepVerifier.create(agentsClient.createAgentVersion(AGENT_NAME, promptAgentDefinition).flatMap(createdAgent -> {
-            assertNotNull(createdAgent);
-            assertNotNull(createdAgent.getId());
-            assertEquals(AGENT_NAME, createdAgent.getName());
-
-            AgentReference agentReference = new AgentReference(createdAgent.getName());
-            agentReference.setVersion(createdAgent.getVersion());
-
-            return Mono.fromFuture(conversationsClient.create()).flatMap((Conversation conversation) -> {
-                List<ResponseInputItem> inputItems = new ArrayList<>();
-                inputItems.add(ResponseInputItem.ofEasyInputMessage(EasyInputMessage.builder()
-                    .type(EasyInputMessage.Type.MESSAGE)
-                    .role(EasyInputMessage.Role.SYSTEM)
-                    .content("You are a helpful assistant who speaks like a pirate. Today is a sunny and warm day.")
-                    .build()));
-                inputItems.add(ResponseInputItem.ofEasyInputMessage(EasyInputMessage.builder()
-                    .type(EasyInputMessage.Type.MESSAGE)
-                    .role(EasyInputMessage.Role.USER)
-                    .content("Could you help me decide what clothes to wear today?")
-                    .build()));
-
-                ResponseCreateParams.Builder paramsBuilder = ResponseCreateParams.builder().inputOfResponse(inputItems);
-
-                return responsesClient
-                    .createAzureResponse(new AzureCreateResponseOptions().setAgentReference(agentReference),
-                        paramsBuilder.conversation(conversation.id()))
-                    .doOnNext(response -> {
-                        assertNotNull(response);
-                        assertTrue(response.id().startsWith("resp"));
-                        assertTrue(response.status().isPresent());
-                        assertEquals(ResponseStatus.COMPLETED, response.status().get());
-                        assertFalse(response.output().isEmpty());
-                        assertTrue(response.output().get(0).isMessage());
-                        assertFalse(response.output().get(0).asMessage().content().isEmpty());
-                    })
-                    .flatMap(response -> cleanupPromptAgentTest(agentsClient, conversationsClient, responsesClient,
-                        createdAgent.getId(), conversation.id(), response.id()).thenReturn(response));
-            });
-        })).assertNext(response -> assertTrue(response.id().startsWith("resp"))).verifyComplete();
-    }
-
-    private Mono<Void> cleanupPromptAgentTest(AgentsAsyncClient agentsClient,
-        ConversationServiceAsync conversationsClient, ResponsesAsyncClient responsesClient, String agentId,
-        String conversationId, String responseId) {
-        return Mono.whenDelayError(agentsClient.deleteAgent(agentId).then(),
-            Mono.fromFuture(conversationsClient.delete(conversationId)).then(),
-            // Deleting response causes a 500 in service, but keep the request for parity with sync tests.
-            Mono.fromFuture(responsesClient.getResponseServiceAsync().delete(responseId)).then());
+        StepVerifier
+            .create(Mono.usingWhen(agentsClient.createAgentVersion(agentName, promptAgentDefinition), createdAgent -> {
+                assertNotNull(createdAgent);
+                assertNotNull(createdAgent.getId());
+                assertEquals(agentName, createdAgent.getName());
+
+                AgentReference agentReference = new AgentReference(createdAgent.getName());
+                agentReference.setVersion(createdAgent.getVersion());
+
+                return Mono.usingWhen(Mono.fromFuture(conversationsClient.create()), conversation -> {
+                    List<ResponseInputItem> inputItems = new ArrayList<>();
+                    inputItems.add(ResponseInputItem.ofEasyInputMessage(EasyInputMessage.builder()
+                        .type(EasyInputMessage.Type.MESSAGE)
+                        .role(EasyInputMessage.Role.SYSTEM)
+                        .content("You are a helpful assistant who speaks like a pirate. Today is a sunny and warm day.")
+                        .build()));
+                    inputItems.add(ResponseInputItem.ofEasyInputMessage(EasyInputMessage.builder()
+                        .type(EasyInputMessage.Type.MESSAGE)
+                        .role(EasyInputMessage.Role.USER)
+                        .content("Could you help me decide what clothes to wear today?")
+                        .build()));
+
+                    ResponseCreateParams.Builder paramsBuilder
+                        = ResponseCreateParams.builder().inputOfResponse(inputItems);
+
+                    return Mono.usingWhen(responsesClient.createAzureResponse(
+                        new AzureCreateResponseOptions().setAgentReference(agentReference),
+                        paramsBuilder.conversation(conversation.id())), response -> Mono.fromCallable(() -> {
+                            assertNotNull(response);
+                            assertTrue(response.id().startsWith("resp"));
+                            assertTrue(response.status().isPresent());
+                            assertEquals(ResponseStatus.COMPLETED, response.status().get());
+                            assertFalse(response.output().isEmpty());
+                            assertTrue(response.output().get(0).isMessage());
+                            assertFalse(response.output().get(0).asMessage().content().isEmpty());
+                            return response;
+                        }), response -> Mono.fromFuture(responsesClient.getResponseServiceAsync().delete(response.id()))
+                            .then());
+                }, conversation -> Mono.fromFuture(conversationsClient.delete(conversation.id())).then());
+            }, createdAgent -> agentsClient.deleteAgent(createdAgent.getName()).then()))
+            .assertNext(response -> assertTrue(response.id().startsWith("resp")))
+            .verifyComplete();
     }
 
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/AgentsTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/AgentsTests.java
index 1eacacef65f36..ba0c1f2f7234c 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/AgentsTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/AgentsTests.java
@@ -19,7 +19,6 @@
 import com.openai.models.responses.ResponseInputItem;
 import com.openai.models.responses.ResponseStatus;
 import com.openai.services.blocking.ConversationService;
-import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.params.ParameterizedTest;
 import org.junit.jupiter.params.provider.MethodSource;
 
@@ -106,7 +105,6 @@ public void basicVersionedAgentCRUDOperations(HttpClient httpClient, AgentsServi
         client.deleteAgentVersion(createdAgent.getName(), createdAgent.getVersion());
     }
 
-    @Disabled("Disabled due to service errors (api-version + responses endpoint).")
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("com.azure.ai.agents.TestUtils#getTestParameters")
     public void promptAgentTest(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
@@ -114,49 +112,54 @@ public void promptAgentTest(HttpClient httpClient, AgentsServiceVersion serviceV
         ConversationService conversationService = getConversationsSyncClient(httpClient, serviceVersion);
         ResponsesClient responsesClient = getResponsesSyncClient(httpClient, serviceVersion);
         String agentModel = "gpt-4o";
+        String agentName = testResourceNamer.randomName("prompt-agent-", 32);
 
         PromptAgentDefinition promptAgentDefinition = new PromptAgentDefinition(agentModel);
 
-        AgentVersionDetails createdAgent = agentsClient.createAgentVersion(AGENT_NAME, promptAgentDefinition);
-
-        AgentReference agentReference = new AgentReference(createdAgent.getName());
-        agentReference.setVersion(createdAgent.getVersion());
-
-        Conversation conversation = conversationService.create();
-
-        List<ResponseInputItem> inputItems = new ArrayList<>();
-        inputItems.add(ResponseInputItem.ofEasyInputMessage(EasyInputMessage.builder()
-            .role(EasyInputMessage.Role.SYSTEM)
-            .content("You are a helpful assistant who speaks like a pirate. Today is a sunny and warm day.")
-            .build()));
-        inputItems.add(ResponseInputItem.ofEasyInputMessage(EasyInputMessage.builder()
-            .role(EasyInputMessage.Role.USER)
-            .content("Could you help me decide what clothes to wear today?")
-            .build()));
-
-        Response response
-            = responsesClient.createAzureResponse(new AzureCreateResponseOptions().setAgentReference(agentReference),
-                ResponseCreateParams.builder().conversation(conversation.id()).inputOfResponse(inputItems));
-
-        assertNotNull(createdAgent);
-        assertNotNull(createdAgent.getId());
-        assertEquals(AGENT_NAME, createdAgent.getName());
-
-        assertNotNull(response);
-        assertTrue(response.id().startsWith("resp"));
-        assertTrue(response.status().isPresent());
-        assertEquals(ResponseStatus.COMPLETED, response.status().get());
-        assertFalse(response.output().isEmpty());
-
-        assertFalse(response.output().isEmpty());
-        assertTrue(response.output().get(0).isMessage());
-        assertFalse(response.output().get(0).asMessage().content().isEmpty());
-
-        // Clean up
-        agentsClient.deleteAgent(createdAgent.getId());
-        conversationService.delete(conversation.id());
-        // Deleting response causes a 500
-        responsesClient.getResponseService().delete(response.id());
+        AgentVersionDetails createdAgent = agentsClient.createAgentVersion(agentName, promptAgentDefinition);
+
+        try {
+            assertNotNull(createdAgent);
+            assertNotNull(createdAgent.getId());
+            assertEquals(agentName, createdAgent.getName());
+
+            AgentReference agentReference = new AgentReference(createdAgent.getName());
+            agentReference.setVersion(createdAgent.getVersion());
+
+            Conversation conversation = conversationService.create();
+            try {
+                List<ResponseInputItem> inputItems = new ArrayList<>();
+                inputItems.add(ResponseInputItem.ofEasyInputMessage(EasyInputMessage.builder()
+                    .type(EasyInputMessage.Type.MESSAGE)
+                    .role(EasyInputMessage.Role.SYSTEM)
+                    .content("You are a helpful assistant who speaks like a pirate. Today is a sunny and warm day.")
+                    .build()));
+                inputItems.add(ResponseInputItem.ofEasyInputMessage(EasyInputMessage.builder()
+                    .type(EasyInputMessage.Type.MESSAGE)
+                    .role(EasyInputMessage.Role.USER)
+                    .content("Could you help me decide what clothes to wear today?")
+                    .build()));
+
+                Response response = responsesClient.createAzureResponse(
+                    new AzureCreateResponseOptions().setAgentReference(agentReference),
+                    ResponseCreateParams.builder().conversation(conversation.id()).inputOfResponse(inputItems));
+                try {
+                    assertNotNull(response);
+                    assertTrue(response.id().startsWith("resp"));
+                    assertTrue(response.status().isPresent());
+                    assertEquals(ResponseStatus.COMPLETED, response.status().get());
+                    assertFalse(response.output().isEmpty());
+                    assertTrue(response.output().get(0).isMessage());
+                    assertFalse(response.output().get(0).asMessage().content().isEmpty());
+                } finally {
+                    responsesClient.getResponseService().delete(response.id());
+                }
+            } finally {
+                conversationService.delete(conversation.id());
+            }
+        } finally {
+            agentsClient.deleteAgent(agentName);
+        }
     }
     //
     //    @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/MemoryStoresAsyncTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/MemoryStoresAsyncTests.java
index f32a490b335eb..0f13167635b6c 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/MemoryStoresAsyncTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/MemoryStoresAsyncTests.java
@@ -19,7 +19,6 @@
 import com.azure.core.util.polling.PollerFlux;
 import com.openai.models.responses.EasyInputMessage;
 import com.openai.models.responses.ResponseInputItem;
-import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Timeout;
 import org.junit.jupiter.params.ParameterizedTest;
 import org.junit.jupiter.params.provider.MethodSource;
@@ -38,7 +37,6 @@
 @Timeout(30)
 public class MemoryStoresAsyncTests extends ClientTestBase {
 
-    @Disabled("Paging behavior changed; the test may need to be re-recorded.")
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("com.azure.ai.agents.TestUtils#getTestParameters")
     public void basicMemoryStoresCrud(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
@@ -74,6 +72,7 @@ public void basicMemoryStoresCrud(HttpClient httpClient, AgentsServiceVersion se
                             assertEquals(updatedDescription, updatedStore.getDescription());
 
                             return memoryStoreClient.listMemoryStores(10, PageOrder.DESC, null, null)
+                                .takeUntil(store -> store.getName().equals(updatedStore.getName()))
                                 .collectList()
                                 .doOnNext(stores -> {
                                     assertNotNull(stores);
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/MemoryStoresTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/MemoryStoresTests.java
index 7cb6506ae0298..d629c25db8217 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/MemoryStoresTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/MemoryStoresTests.java
@@ -10,7 +10,6 @@
 import com.azure.core.util.polling.SyncPoller;
 import com.openai.models.responses.EasyInputMessage;
 import com.openai.models.responses.ResponseInputItem;
-import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Timeout;
 import org.junit.jupiter.params.ParameterizedTest;
 import org.junit.jupiter.params.provider.MethodSource;
@@ -29,7 +28,6 @@ public class MemoryStoresTests extends ClientTestBase {
 
     private static final Duration POLL_TIMEOUT = Duration.ofSeconds(30);
 
-    @Disabled("Paging behavior changed; the test may need to be re-recorded.")
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("com.azure.ai.agents.TestUtils#getTestParameters")
     public void basicMemoryStoresCrud(HttpClient httpClient, AgentsServiceVersion serviceVersion) {
@@ -78,6 +76,7 @@ public void basicMemoryStoresCrud(HttpClient httpClient, AgentsServiceVersion se
                 found = true;
                 assertEquals(updatedStore.getId(), store.getId());
                 assertEquals(updatedDescription, store.getDescription());
+                break;
             }
         }
         assertTrue(found, "Created memory store not found in list.");
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
index 89ea3ced00755..3202773f7247a 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/hostedagents/CodeAgentSamplesTests.java
@@ -15,12 +15,11 @@
 import com.azure.ai.agents.models.CodeFileDetails;
 import com.azure.ai.agents.models.HostedAgentDefinition;
 import com.azure.ai.agents.models.ProtocolVersionRecord;
-import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.http.HttpClient;
 import com.azure.core.http.rest.RequestOptions;
 import com.azure.core.test.annotation.LiveOnly;
-import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.io.TempDir;
 import org.junit.jupiter.params.ParameterizedTest;
 import org.junit.jupiter.params.provider.Arguments;
 import org.junit.jupiter.params.provider.MethodSource;
@@ -43,14 +42,15 @@
 import static com.azure.ai.agents.TestUtils.getTestResourcePath;
 import static com.azure.core.test.TestProxyTestBase.getHttpClients;
 
-@Disabled("Direct code deployment is not enabled for the current test subscription.")
 public class CodeAgentSamplesTests extends ClientTestBase {
     private static final String DISPLAY_NAME_WITH_ARGUMENTS = "{displayName} with [{arguments}]";
-    private static final String TEST_AGENT_NAME = "java-code-agent-test";
     private static final String TEST_DESCRIPTION
         = "Code-based hosted agent test created by the Azure AI Agents Java SDK.";
     private static final String CODE_AGENT_ASSETS_PATH = "assets/";
 
+    @TempDir
+    private Path tempDirectory;
+
     static Stream<Arguments> getTestParameters() {
         List<Arguments> argumentsList = new ArrayList<>();
         getHttpClients().forEach(httpClient -> argumentsList.add(Arguments.of(httpClient, AgentsServiceVersion.V1)));
@@ -63,24 +63,20 @@ static Stream<Arguments> getTestParameters() {
     public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws Exception {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsClient agentsClient = builder.buildAgentsClient();
-        String agentName = TEST_AGENT_NAME;
-
-        try {
-            agentsClient.deleteAgent(agentName);
-        } catch (ResourceNotFoundException ignored) {
-            // The sample agent does not already exist.
-        }
+        String agentName = testResourceNamer.randomName("java-code-agent-", 32);
+        boolean agentCreated = false;
 
         try {
             Path codeZipPath = createCodeZip();
 
             AgentVersionDetails version = agentsClient.createAgentVersionFromCode(agentName,
                 createHostedAgentDefinition(), createCodeFileDetails(codeZipPath), TEST_DESCRIPTION, testMetadata());
+            agentCreated = true;
             Assertions.assertNotNull(version);
             Assertions.assertEquals(agentName, version.getName());
             Assertions.assertNotNull(version.getVersion());
 
-            Path downloadPath = Files.createTempDirectory(agentName + "-").resolve("code.zip");
+            Path downloadPath = tempDirectory.resolve("downloaded-code.zip");
             agentsClient.downloadAgentCodeWithResponse(agentName, downloadPath.toString(), new RequestOptions());
             Assertions.assertTrue(Files.size(downloadPath) > 0);
 
@@ -90,10 +86,8 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
             Assertions.assertEquals(agentName, newVersion.getName());
             Assertions.assertNotNull(newVersion.getVersion());
         } finally {
-            try {
+            if (agentCreated) {
                 agentsClient.deleteAgent(agentName);
-            } catch (ResourceNotFoundException ignored) {
-                // The sample agent may not have been created.
             }
         }
     }
@@ -104,36 +98,33 @@ public void codeAgentSample(HttpClient httpClient, AgentsServiceVersion serviceV
     public void codeAgentAsyncSample(HttpClient httpClient, AgentsServiceVersion serviceVersion) throws Exception {
         AgentsClientBuilder builder = getClientBuilder(httpClient, serviceVersion);
         AgentsAsyncClient agentsAsyncClient = builder.buildAgentsAsyncClient();
-        String agentName = TEST_AGENT_NAME + "-async";
+        String agentName = testResourceNamer.randomName("java-code-agent-async-", 32);
         Path codeZipPath = createCodeZip();
-        Path downloadPath = Files.createTempDirectory(agentName + "-").resolve("code.zip");
-
-        Mono<Void> testFlow = agentsAsyncClient.deleteAgent(agentName)
-            .onErrorResume(ResourceNotFoundException.class, ignored -> Mono.empty())
-            .then(agentsAsyncClient.createAgentVersionFromCode(agentName, createHostedAgentDefinition(),
-                createCodeFileDetails(codeZipPath), TEST_DESCRIPTION, testMetadata()))
-            .flatMap(version -> {
-                Assertions.assertNotNull(version);
-                Assertions.assertEquals(agentName, version.getName());
-                Assertions.assertNotNull(version.getVersion());
-
-                return agentsAsyncClient.downloadAgentCodeWithResponse(agentName, downloadPath.toString(),
-                    new RequestOptions());
-            })
-            .then(Mono.fromCallable(() -> {
-                Assertions.assertTrue(Files.size(downloadPath) > 0);
-                return downloadPath;
-            }))
-            .flatMap(ignored -> {
-                return agentsAsyncClient.createAgentVersionFromCode(agentName, createHostedAgentDefinition(),
-                    createCodeFileDetails(codeZipPath), TEST_DESCRIPTION, testMetadata());
-            })
-            .doOnNext(newVersion -> {
-                Assertions.assertNotNull(newVersion);
-                Assertions.assertEquals(agentName, newVersion.getName());
-                Assertions.assertNotNull(newVersion.getVersion());
-            })
-            .then(agentsAsyncClient.deleteAgent(agentName));
+        Path downloadPath = tempDirectory.resolve("downloaded-code.zip");
+
+        Mono<Void> testFlow
+            = Mono.usingWhen(agentsAsyncClient.createAgentVersionFromCode(agentName, createHostedAgentDefinition(),
+                createCodeFileDetails(codeZipPath), TEST_DESCRIPTION, testMetadata()), version -> {
+                    Assertions.assertNotNull(version);
+                    Assertions.assertEquals(agentName, version.getName());
+                    Assertions.assertNotNull(version.getVersion());
+
+                    return agentsAsyncClient
+                        .downloadAgentCodeWithResponse(agentName, downloadPath.toString(), new RequestOptions())
+                        .then(Mono.fromCallable(() -> {
+                            Assertions.assertTrue(Files.size(downloadPath) > 0);
+                            return downloadPath;
+                        }))
+                        .flatMap(ignored -> agentsAsyncClient.createAgentVersionFromCode(agentName,
+                            createHostedAgentDefinition(), createCodeFileDetails(codeZipPath), TEST_DESCRIPTION,
+                            testMetadata()))
+                        .doOnNext(newVersion -> {
+                            Assertions.assertNotNull(newVersion);
+                            Assertions.assertEquals(agentName, newVersion.getName());
+                            Assertions.assertNotNull(newVersion.getVersion());
+                        })
+                        .then();
+                }, version -> agentsAsyncClient.deleteAgent(agentName));
 
         StepVerifier.create(testFlow).verifyComplete();
     }
@@ -144,8 +135,8 @@ private static Map<String, String> testMetadata() {
         return metadata;
     }
 
-    private static Path createCodeZip() throws IOException {
-        Path codeZipPath = Files.createTempFile("responses-echo-agent-", ".zip");
+    private Path createCodeZip() throws IOException {
+        Path codeZipPath = Files.createTempFile(tempDirectory, "responses-echo-agent-", ".zip");
         try (ZipOutputStream zipOutputStream = new ZipOutputStream(Files.newOutputStream(codeZipPath))) {
             addZipEntry(zipOutputStream, "main.py", getTestResourcePath(CODE_AGENT_ASSETS_PATH + "main.py"));
             addZipEntry(zipOutputStream, "requirements.txt",
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/http/HttpClientHelperTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/http/HttpClientHelperTests.java
index b406c08a52ec1..4e782644d62bd 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/http/HttpClientHelperTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/http/HttpClientHelperTests.java
@@ -12,7 +12,6 @@
 import com.azure.core.test.http.MockHttpResponse;
 import com.azure.core.util.Context;
 import com.openai.core.http.HttpRequestBody;
-import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Test;
 import reactor.core.publisher.Mono;
 
@@ -111,7 +110,6 @@ void executeWithNullRequestBodySucceeds() throws Exception {
         }
     }
 
-    @Disabled("Body gets eagerly evaluated. Instrumentation could be wrong.")
     @Test
     void executeThrowsUncheckedIOExceptionOnBodyBufferingFailure() {
         RecordingHttpClient recordingClient
@@ -152,7 +150,6 @@ void executeThrowsExceptionOnMalformedUrl() {
         });
     }
 
-    @Disabled("Body gets eagerly evaluated. Instrumentation could be wrong.")
     @Test
     void executeAsyncPropagatesRequestBuildingErrors() {
         RecordingHttpClient recordingClient
diff --git a/sdk/ai/azure-ai-projects/assets.json b/sdk/ai/azure-ai-projects/assets.json
index 3f4aa56921353..93caf72b6272c 100644
--- a/sdk/ai/azure-ai-projects/assets.json
+++ b/sdk/ai/azure-ai-projects/assets.json
@@ -1 +1 @@
-{"AssetsRepo":"Azure/azure-sdk-assets","AssetsRepoPrefixPath":"java","TagPrefix":"java/ai/azure-ai-projects","Tag": "java/ai/azure-ai-projects_1d956abc13"}
\ No newline at end of file
+{"AssetsRepo":"Azure/azure-sdk-assets","AssetsRepoPrefixPath":"java","TagPrefix":"java/ai/azure-ai-projects","Tag": "java/ai/azure-ai-projects_5f171612b4"}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/DataGenerationJobsAsyncClientTests.java b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/DataGenerationJobsAsyncClientTests.java
index 0b1b815523ed6..1b113472eae8d 100644
--- a/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/DataGenerationJobsAsyncClientTests.java
+++ b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/DataGenerationJobsAsyncClientTests.java
@@ -55,7 +55,7 @@ public void dataGenerationJobsListAsyncSample(HttpClient httpClient, AIProjectsS
     @Timeout(value = 20, unit = TimeUnit.MINUTES)
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("com.azure.ai.projects.TestUtils#getTestParameters")
-    @Disabled("TODO: re-record")
+    @Disabled("Service returns HTTP 409 unexpectedEntityState when deleting completed data generation jobs.")
     public void dataGenerationJobWithEvaluationAsyncSample(HttpClient httpClient,
         AIProjectsServiceVersion serviceVersion) {
         AIProjectClientBuilder projectClientBuilder = getClientBuilder(httpClient, serviceVersion);
@@ -65,13 +65,14 @@ public void dataGenerationJobWithEvaluationAsyncSample(HttpClient httpClient,
         String modelName = getRecordedConfig("FOUNDRY_MODEL_NAME");
         String datasetName = testResourceNamer.randomName("dataset-generation-eval-", 64);
 
-        Mono<Void> scenario = datasetsAsyncClient
-            .beginCreateGenerationJob(
-                DataGenerationJobWithEvaluationSample.createDataGenerationJob(modelName, datasetName),
-                testResourceNamer.randomUuid())
-            .next()
-            .map(response -> response.getValue())
-            .flatMap(job -> waitForDataGenerationJob(datasetsAsyncClient, job.getId(), 5, 180).flatMap(completedJob -> {
+        Mono<Void> scenario = Mono.usingWhen(
+            datasetsAsyncClient
+                .beginCreateGenerationJob(
+                    DataGenerationJobWithEvaluationSample.createDataGenerationJob(modelName, datasetName),
+                    testResourceNamer.randomUuid())
+                .next()
+                .map(response -> response.getValue()),
+            job -> waitForDataGenerationJob(datasetsAsyncClient, job.getId(), 5, 180).flatMap(completedJob -> {
                 if (!JobStatus.SUCCEEDED.equals(completedJob.getStatus())) {
                     ApiError error = completedJob.getError();
                     String message = error == null ? "<no error message>" : error.getMessage();
@@ -82,9 +83,8 @@ public void dataGenerationJobWithEvaluationAsyncSample(HttpClient httpClient,
                 DatasetDataGenerationJobOutput output
                     = DataGenerationJobWithEvaluationSample.findDatasetOutput(completedJob);
                 return datasetsAsyncClient.getDatasetVersion(output.getName(), output.getVersion())
-                    .flatMap(dataset -> runEvaluation(openAIAsyncClient, dataset, modelName))
-                    .then(datasetsAsyncClient.deleteGenerationJob(completedJob.getId()));
-            }));
+                    .flatMap(dataset -> runEvaluation(openAIAsyncClient, dataset, modelName));
+            }), job -> datasetsAsyncClient.deleteGenerationJob(job.getId()));
 
         StepVerifier.create(scenario).verifyComplete();
     }
@@ -93,8 +93,8 @@ private Mono<Void> runEvaluation(OpenAIClientAsync openAIAsyncClient, DatasetVer
         Assertions.assertNotNull(dataset);
         Assertions.assertNotNull(dataset.getId());
 
-        return deferFuture(() -> openAIAsyncClient.evals()
-            .create(DataGenerationJobWithEvaluationSample.createEvaluationParams(modelName))).flatMap(eval -> {
+        return Mono.usingWhen(deferFuture(() -> openAIAsyncClient.evals()
+            .create(DataGenerationJobWithEvaluationSample.createEvaluationParams(modelName))), eval -> {
                 Assertions.assertNotNull(eval);
 
                 Mono<RunCreateResponse> createRun = deferFuture(() -> openAIAsyncClient.evals()
@@ -102,11 +102,9 @@ private Mono<Void> runEvaluation(OpenAIClientAsync openAIAsyncClient, DatasetVer
                     .create(DataGenerationJobWithEvaluationSample.createEvaluationRunParams(eval.id(), dataset.getId(),
                         modelName)));
 
-                return createRun.flatMap(evalRun -> assertEvaluationRunCompleted(openAIAsyncClient, eval, evalRun))
-                    .then(deferFuture(
-                        () -> openAIAsyncClient.evals().delete(EvalDeleteParams.builder().evalId(eval.id()).build())))
-                    .then();
-            });
+                return createRun.flatMap(evalRun -> assertEvaluationRunCompleted(openAIAsyncClient, eval, evalRun));
+            }, eval -> deferFuture(
+                () -> openAIAsyncClient.evals().delete(EvalDeleteParams.builder().evalId(eval.id()).build())).then());
     }
 
     private Mono<Void> assertEvaluationRunCompleted(OpenAIClientAsync openAIAsyncClient, EvalCreateResponse eval,
diff --git a/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/DataGenerationJobsClientTests.java b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/DataGenerationJobsClientTests.java
index 1528de10a7dc6..f957328e0356e 100644
--- a/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/DataGenerationJobsClientTests.java
+++ b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/DataGenerationJobsClientTests.java
@@ -56,7 +56,7 @@ public void dataGenerationJobsListSample(HttpClient httpClient, AIProjectsServic
     @Timeout(value = 20, unit = TimeUnit.MINUTES)
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("com.azure.ai.projects.TestUtils#getTestParameters")
-    @Disabled("TODO: re-record")
+    @Disabled("Service returns HTTP 409 unexpectedEntityState when deleting completed data generation jobs.")
     public void dataGenerationJobWithEvaluationSample(HttpClient httpClient, AIProjectsServiceVersion serviceVersion)
         throws InterruptedException {
         AIProjectClientBuilder projectClientBuilder = getClientBuilder(httpClient, serviceVersion);
@@ -74,45 +74,50 @@ public void dataGenerationJobWithEvaluationSample(HttpClient httpClient, AIProje
                 .poll()
                 .getValue();
 
-        job = waitForDataGenerationJob(datasetsClient, job.getId(), 5, 180);
-        if (!JobStatus.SUCCEEDED.equals(job.getStatus())) {
-            ApiError error = job.getError();
-            String message = error == null ? "<no error message>" : error.getMessage();
-            Assertions
-                .fail(String.format("Job `%s` ended with status `%s`: %s", job.getId(), job.getStatus(), message));
-        }
+        try {
+            job = waitForDataGenerationJob(datasetsClient, job.getId(), 5, 180);
+            if (!JobStatus.SUCCEEDED.equals(job.getStatus())) {
+                ApiError error = job.getError();
+                String message = error == null ? "<no error message>" : error.getMessage();
+                Assertions
+                    .fail(String.format("Job `%s` ended with status `%s`: %s", job.getId(), job.getStatus(), message));
+            }
 
-        DatasetDataGenerationJobOutput output = DataGenerationJobWithEvaluationSample.findDatasetOutput(job);
-        DatasetVersion dataset = datasetsClient.getDatasetVersion(output.getName(), output.getVersion());
-        Assertions.assertNotNull(dataset);
-        Assertions.assertNotNull(dataset.getId());
-
-        EvalCreateResponse eval
-            = openAIClient.evals().create(DataGenerationJobWithEvaluationSample.createEvaluationParams(modelName));
-        Assertions.assertNotNull(eval);
-
-        RunCreateResponse evalRun = openAIClient.evals()
-            .runs()
-            .create(
-                DataGenerationJobWithEvaluationSample.createEvaluationRunParams(eval.id(), dataset.getId(), modelName));
-        Assertions.assertNotNull(evalRun);
-
-        RunRetrieveResponse completedRun = waitForEvaluationRun(openAIClient, eval.id(), evalRun.id(), 5, 180);
-        Assertions.assertEquals("completed", completedRun.status());
-        Assertions.assertNotNull(completedRun.resultCounts());
-
-        int outputItemCount = 0;
-        for (OutputItemListResponse ignored : openAIClient.evals()
-            .runs()
-            .outputItems()
-            .list(OutputItemListParams.builder().evalId(eval.id()).runId(evalRun.id()).build())
-            .autoPager()) {
-            outputItemCount++;
+            DatasetDataGenerationJobOutput output = DataGenerationJobWithEvaluationSample.findDatasetOutput(job);
+            DatasetVersion dataset = datasetsClient.getDatasetVersion(output.getName(), output.getVersion());
+            Assertions.assertNotNull(dataset);
+            Assertions.assertNotNull(dataset.getId());
+
+            EvalCreateResponse eval
+                = openAIClient.evals().create(DataGenerationJobWithEvaluationSample.createEvaluationParams(modelName));
+            try {
+                Assertions.assertNotNull(eval);
+
+                RunCreateResponse evalRun = openAIClient.evals()
+                    .runs()
+                    .create(DataGenerationJobWithEvaluationSample.createEvaluationRunParams(eval.id(), dataset.getId(),
+                        modelName));
+                Assertions.assertNotNull(evalRun);
+
+                RunRetrieveResponse completedRun = waitForEvaluationRun(openAIClient, eval.id(), evalRun.id(), 5, 180);
+                Assertions.assertEquals("completed", completedRun.status());
+                Assertions.assertNotNull(completedRun.resultCounts());
+
+                int outputItemCount = 0;
+                for (OutputItemListResponse ignored : openAIClient.evals()
+                    .runs()
+                    .outputItems()
+                    .list(OutputItemListParams.builder().evalId(eval.id()).runId(evalRun.id()).build())
+                    .autoPager()) {
+                    outputItemCount++;
+                }
+                Assertions.assertTrue(outputItemCount > 0);
+            } finally {
+                openAIClient.evals().delete(EvalDeleteParams.builder().evalId(eval.id()).build());
+            }
+        } finally {
+            datasetsClient.deleteGenerationJob(job.getId());
         }
-        Assertions.assertTrue(outputItemCount > 0);
-
-        openAIClient.evals().delete(EvalDeleteParams.builder().evalId(eval.id()).build());
-        datasetsClient.deleteGenerationJob(job.getId());
     }
 
     private DataGenerationJob waitForDataGenerationJob(DatasetsClient datasetsClient, String jobId,
diff --git a/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/SamplesTests.java b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/SamplesTests.java
index 8ee1614015b7e..7e2a429aa38a0 100644
--- a/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/SamplesTests.java
+++ b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/SamplesTests.java
@@ -94,7 +94,6 @@ public void skillsPackageAsyncSample(HttpClient httpClient, AIProjectsServiceVer
             })).verifyComplete();
     }
 
-    @Disabled("The live service returns 400: API operation not supported for token authentication.")
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("com.azure.ai.projects.TestUtils#getTestParameters")
     public void dataGenerationJobsListSample(HttpClient httpClient, AIProjectsServiceVersion serviceVersion) {
@@ -114,7 +113,6 @@ public void dataGenerationJobsListSample(HttpClient httpClient, AIProjectsServic
         }
     }
 
-    @Disabled("The live service returns 400: API operation not supported for token authentication.")
     @ParameterizedTest(name = DISPLAY_NAME_WITH_ARGUMENTS)
     @MethodSource("com.azure.ai.projects.TestUtils#getTestParameters")
     public void dataGenerationJobsListAsyncSample(HttpClient httpClient, AIProjectsServiceVersion serviceVersion) {
diff --git a/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/implementation/http/HttpClientHelperTests.java b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/implementation/http/HttpClientHelperTests.java
index a24bdb41b0878..6fda800e293c9 100644
--- a/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/implementation/http/HttpClientHelperTests.java
+++ b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/implementation/http/HttpClientHelperTests.java
@@ -11,7 +11,6 @@
 import com.azure.core.test.http.MockHttpResponse;
 import com.azure.core.util.Context;
 import com.openai.core.http.HttpRequestBody;
-import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Test;
 import reactor.core.publisher.Mono;
 
@@ -76,7 +75,6 @@ void executeWithNullRequestBodySucceeds() throws Exception {
         }
     }
 
-    @Disabled("Body gets eagerly evaluated. Instrumentation could be wrong.")
     @Test
     void executeThrowsUncheckedIOExceptionOnBodyBufferingFailure() {
         RecordingHttpClient recordingClient
@@ -117,7 +115,6 @@ void executeThrowsExceptionOnMalformedUrl() {
         });
     }
 
-    @Disabled("Body gets eagerly evaluated. Instrumentation could be wrong.")
     @Test
     void executeAsyncPropagatesRequestBuildingErrors() {
         RecordingHttpClient recordingClient

From e4f406561885cd962101c2735fe339d21895f45e Mon Sep 17 00:00:00 2001
From: kaylieee <kaylieleung1@gmail.com>
Date: Thu, 29 Oct 2026 19:12:49 -0700
Subject: [PATCH 21/29] regen with max samples field

---
 sdk/ai/azure-ai-projects/CHANGELOG.md         |  6 ++
 .../revapi-suppressions.json                  |  6 ++
 ...ionSeedDataGenerationJobConfiguration.java | 57 ++++++++++++++-----
 .../META-INF/azure-ai-projects_metadata.json  |  2 +-
 sdk/ai/azure-ai-projects/tsp-location.yaml    |  2 +-
 5 files changed, 56 insertions(+), 17 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index 2ce7797e8e9e5..3e572f5ae7102 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -2,6 +2,12 @@
 
 ## 2.9.0 (2026-10-30)
 
+### Breaking Changes
+
+- Fixed `SimulationSeedDataGenerationJobConfiguration` to accept and serialize the service-required `max_samples`
+  value. Use `SimulationSeedDataGenerationJobConfiguration(int maxSamples)` with a value between 1 and 1000 instead
+  of the no-argument constructor.
+
 ### Bugs Fixed
 
 - Fixed cursor-based list operations that stopped after the first page, including data-generation jobs,
diff --git a/sdk/ai/azure-ai-projects/revapi-suppressions.json b/sdk/ai/azure-ai-projects/revapi-suppressions.json
index 47072b83a8aa8..2923c027c193f 100644
--- a/sdk/ai/azure-ai-projects/revapi-suppressions.json
+++ b/sdk/ai/azure-ai-projects/revapi-suppressions.json
@@ -9,6 +9,12 @@
           "code": "java.class.removed",
           "old": "class com.azure.ai.projects.models.EndpointBasedEvaluatorDefinition",
           "justification": "EndpointBasedEvaluatorDefinition is part of the Evaluations V1Preview surface, constructed only through BetaEvaluatorsClient / BetaEvaluatorsAsyncClient. Its parent EvaluatorDefinition and sibling subtypes (CodeBasedEvaluatorDefinition, RubricBasedEvaluatorDefinition, PromptBasedEvaluatorDefinition) were already @Beta in 2.6.1; this type was missing the annotation due to a generation inconsistency, now corrected."
+        },
+        {
+          "code": "java.method.numberOfParametersChanged",
+          "old": "method void com.azure.ai.projects.models.SimulationSeedDataGenerationJobConfiguration::<init>()",
+          "new": "method void com.azure.ai.projects.models.SimulationSeedDataGenerationJobConfiguration::<init>(int)",
+          "justification": "Corrects a specification omission: max_samples has always been required by the service."
         }
       ]
     }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimulationSeedDataGenerationJobConfiguration.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimulationSeedDataGenerationJobConfiguration.java
index 7084c4e2d15e0..0bd90ad15975a 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimulationSeedDataGenerationJobConfiguration.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimulationSeedDataGenerationJobConfiguration.java
@@ -24,13 +24,6 @@ public final class SimulationSeedDataGenerationJobConfiguration extends DataGene
     @Generated
     private DataGenerationJobType type = DataGenerationJobType.SIMULATION_SEED;
 
-    /**
-     * Creates an instance of SimulationSeedDataGenerationJobConfiguration class.
-     */
-    @Generated
-    public SimulationSeedDataGenerationJobConfiguration() {
-    }
-
     /**
      * Get the type property: The data generation job type.
      *
@@ -71,6 +64,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeNumberField("train_split", getTrainSplit());
         jsonWriter.writeJsonField("model_options", getModelOptions());
+        jsonWriter.writeIntField("max_samples", this.maxSamples);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
@@ -81,30 +75,63 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * @param jsonReader The JsonReader being read.
      * @return An instance of SimulationSeedDataGenerationJobConfiguration if the JsonReader was pointing to an instance
      * of it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
      * @throws IOException If an error occurs while reading the SimulationSeedDataGenerationJobConfiguration.
      */
     @Generated
     public static SimulationSeedDataGenerationJobConfiguration fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            SimulationSeedDataGenerationJobConfiguration deserializedSimulationSeedDataGenerationJobConfiguration
-                = new SimulationSeedDataGenerationJobConfiguration();
+            Double trainSplit = null;
+            DataGenerationModelOptions modelOptions = null;
+            int maxSamples = 0;
+            DataGenerationJobType type = DataGenerationJobType.SIMULATION_SEED;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("train_split".equals(fieldName)) {
-                    deserializedSimulationSeedDataGenerationJobConfiguration
-                        .setTrainSplit(reader.getNullable(JsonReader::getDouble));
+                    trainSplit = reader.getNullable(JsonReader::getDouble);
                 } else if ("model_options".equals(fieldName)) {
-                    deserializedSimulationSeedDataGenerationJobConfiguration
-                        .setModelOptions(DataGenerationModelOptions.fromJson(reader));
+                    modelOptions = DataGenerationModelOptions.fromJson(reader);
+                } else if ("max_samples".equals(fieldName)) {
+                    maxSamples = reader.getInt();
                 } else if ("type".equals(fieldName)) {
-                    deserializedSimulationSeedDataGenerationJobConfiguration.type
-                        = DataGenerationJobType.fromString(reader.getString());
+                    type = DataGenerationJobType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
             }
+            SimulationSeedDataGenerationJobConfiguration deserializedSimulationSeedDataGenerationJobConfiguration
+                = new SimulationSeedDataGenerationJobConfiguration(maxSamples);
+            deserializedSimulationSeedDataGenerationJobConfiguration.setTrainSplit(trainSplit);
+            deserializedSimulationSeedDataGenerationJobConfiguration.setModelOptions(modelOptions);
+            deserializedSimulationSeedDataGenerationJobConfiguration.type = type;
             return deserializedSimulationSeedDataGenerationJobConfiguration;
         });
     }
+
+    /*
+     * Maximum number of samples to generate, up to service-defined limits.
+     */
+    @Generated
+    private final int maxSamples;
+
+    /**
+     * Creates an instance of SimulationSeedDataGenerationJobConfiguration class.
+     *
+     * @param maxSamples the maxSamples value to set.
+     */
+    @Generated
+    public SimulationSeedDataGenerationJobConfiguration(int maxSamples) {
+        this.maxSamples = maxSamples;
+    }
+
+    /**
+     * Get the maxSamples property: Maximum number of samples to generate, up to service-defined limits.
+     *
+     * @return the maxSamples value.
+     */
+    @Generated
+    public int getMaxSamples() {
+        return this.maxSamples;
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index 51349181be278..6d7e596e2c780 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"5b32afa40abb","crossLanguageDefinitions":{"com.azure.ai.projects.AIProjectClientBuilder":"Azure.AI.Projects","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient":"Azure.AI.Projects.Beta.AgentInsightMonitors","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.beginCreateAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.beginCreateAgentInsightRunWithModel":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.cancelAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.cancelAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.createAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.createAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.deleteAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.deleteAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.getRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.getRun","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.getAgentInsightWithResponse":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.listAgentInsightMonitors":"Azure.AI.Projects.AgentInsightMonitors.list","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.listAgentInsightRuns":"Azure.AI.Projects.AgentInsightMonitors.listRuns","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.listAgentInsights":"Azure.AI.Projects.AgentInsightMonitors.listInsights","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.resetAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.reset","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.resetAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.reset","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.updateInsight","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.update","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.update","com.azure.ai.projects.BetaAgentInsightMonitorsAsyncClient.updateAgentInsightWithResponse":"Azure.AI.Projects.AgentInsightMonitors.updateInsight","com.azure.ai.projects.BetaAgentInsightMonitorsClient":"Azure.AI.Projects.Beta.AgentInsightMonitors","com.azure.ai.projects.BetaAgentInsightMonitorsClient.beginCreateAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.beginCreateAgentInsightRunWithModel":"Azure.AI.Projects.AgentInsightMonitors.createRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.cancelAgentInsightRun":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.cancelAgentInsightRunWithResponse":"Azure.AI.Projects.AgentInsightMonitors.cancelRun","com.azure.ai.projects.BetaAgentInsightMonitorsClient.createAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsClient.createAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.create","com.azure.ai.projects.BetaAgentInsightMonitorsClient.deleteAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsClient.deleteAgentInsightMonitorWithResponse":"Azure.AI.Projects.AgentInsightMonitors.delete","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsight":"Azure.AI.Projects.AgentInsightMonitors.getInsight","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsightMonitor":"Azure.AI.Projects.AgentInsightMonitors.get","com.azure.ai.projects.BetaAgentInsightMonitorsClient.getAgentInsightMo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\ No newline at end of file
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/java/com/azure/ai/projects/models/TracesEvaluatorGenerationJobSource.java","src/main/java/com/azure/ai/projects/models/TreatmentEffectType.java","src/main/java/com/azure/ai/projects/models/Trigger.java","src/main/java/com/azure/ai/projects/models/TriggerType.java","src/main/java/com/azure/ai/projects/models/UpdateModelVersionInput.java","src/main/java/com/azure/ai/projects/models/WeeklyRecurrenceSchedule.java","src/main/java/com/azure/ai/projects/models/package-info.java","src/main/java/com/azure/ai/projects/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 497a872cfda95..43f85b4d85f92 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: bdf26751385b0afc96e53feddc0d7099694bcb91
+commit: 4c0bca84cb8862569a22ec3f8fae2a6e14871a97
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From f310a77c2a4b0716780d170a8a863e9546709366 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Fri, 30 Oct 2026 06:16:26 -0700
Subject: [PATCH 22/29] Preserve simulation seed api (#51032)

* preserve noarg constructor

* Deprecate simulation seed no-arg constructor

---------

Co-authored-by: Jose Alvarez <josealvar@microsoft.com>
---
 sdk/ai/azure-ai-projects/CHANGELOG.md         |  9 +++----
 .../revapi-suppressions.json                  |  6 -----
 ...ionSeedDataGenerationJobConfiguration.java | 26 +++++++++++++++++--
 3 files changed, 27 insertions(+), 14 deletions(-)

diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index 3e572f5ae7102..44cc1cd699f48 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -2,14 +2,11 @@
 
 ## 2.9.0 (2026-10-30)
 
-### Breaking Changes
-
-- Fixed `SimulationSeedDataGenerationJobConfiguration` to accept and serialize the service-required `max_samples`
-  value. Use `SimulationSeedDataGenerationJobConfiguration(int maxSamples)` with a value between 1 and 1000 instead
-  of the no-argument constructor.
-
 ### Bugs Fixed
 
+- Fixed `SimulationSeedDataGenerationJobConfiguration` to accept and serialize the service-required `max_samples`
+  through its constructor or `setMaxSamples(int)`, while preserving the no-argument constructor for backward
+  compatibility.
 - Fixed cursor-based list operations that stopped after the first page, including data-generation jobs,
   evaluator-generation jobs, skills and skill versions, and agent insight monitors, runs, and insights.
   Paging now follows the service's `last_id` cursor and supports resuming from a continuation token.
diff --git a/sdk/ai/azure-ai-projects/revapi-suppressions.json b/sdk/ai/azure-ai-projects/revapi-suppressions.json
index 2923c027c193f..47072b83a8aa8 100644
--- a/sdk/ai/azure-ai-projects/revapi-suppressions.json
+++ b/sdk/ai/azure-ai-projects/revapi-suppressions.json
@@ -9,12 +9,6 @@
           "code": "java.class.removed",
           "old": "class com.azure.ai.projects.models.EndpointBasedEvaluatorDefinition",
           "justification": "EndpointBasedEvaluatorDefinition is part of the Evaluations V1Preview surface, constructed only through BetaEvaluatorsClient / BetaEvaluatorsAsyncClient. Its parent EvaluatorDefinition and sibling subtypes (CodeBasedEvaluatorDefinition, RubricBasedEvaluatorDefinition, PromptBasedEvaluatorDefinition) were already @Beta in 2.6.1; this type was missing the annotation due to a generation inconsistency, now corrected."
-        },
-        {
-          "code": "java.method.numberOfParametersChanged",
-          "old": "method void com.azure.ai.projects.models.SimulationSeedDataGenerationJobConfiguration::<init>()",
-          "new": "method void com.azure.ai.projects.models.SimulationSeedDataGenerationJobConfiguration::<init>(int)",
-          "justification": "Corrects a specification omission: max_samples has always been required by the service."
         }
       ]
     }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimulationSeedDataGenerationJobConfiguration.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimulationSeedDataGenerationJobConfiguration.java
index 0bd90ad15975a..614c32b01c6f7 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimulationSeedDataGenerationJobConfiguration.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/SimulationSeedDataGenerationJobConfiguration.java
@@ -112,8 +112,19 @@ public static SimulationSeedDataGenerationJobConfiguration fromJson(JsonReader j
     /*
      * Maximum number of samples to generate, up to service-defined limits.
      */
-    @Generated
-    private final int maxSamples;
+    private int maxSamples;
+
+    /**
+     * Creates an instance of SimulationSeedDataGenerationJobConfiguration class.
+     * Retained for backward compatibility.
+     *
+     * @deprecated The service requires {@code maxSamples} to be between 1 and 1000. Use
+     * {@link #SimulationSeedDataGenerationJobConfiguration(int)} instead.
+     */
+    @Deprecated
+    public SimulationSeedDataGenerationJobConfiguration() {
+        this(0);
+    }
 
     /**
      * Creates an instance of SimulationSeedDataGenerationJobConfiguration class.
@@ -134,4 +145,15 @@ public SimulationSeedDataGenerationJobConfiguration(int maxSamples) {
     public int getMaxSamples() {
         return this.maxSamples;
     }
+
+    /**
+     * Set the maxSamples property: Maximum number of samples to generate, up to service-defined limits.
+     *
+     * @param maxSamples the sample limit, between 1 and 1000.
+     * @return the SimulationSeedDataGenerationJobConfiguration object itself.
+     */
+    public SimulationSeedDataGenerationJobConfiguration setMaxSamples(int maxSamples) {
+        this.maxSamples = maxSamples;
+        return this;
+    }
 }

From 249b3f5546165e3e7700a1ae52efd400bcd2c4d8 Mon Sep 17 00:00:00 2001
From: Jose Alvarez <josealvar@microsoft.com>
Date: Fri, 30 Oct 2026 15:11:11 +0100
Subject: [PATCH 23/29] Rename hosted agent memory snapshot accessors

---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |  4 +--
 .../agents/models/HostedAgentDefinition.java  | 26 +++++++++----------
 .../META-INF/azure-ai-agents_metadata.json    |  2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |  2 +-
 4 files changed, 17 insertions(+), 17 deletions(-)

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index b320b16b8a91d..45ac1c4c13121 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -4,8 +4,8 @@
 
 ### Features Added
 
-- Added hosted-agent memory snapshot opt-in through `HostedAgentDefinition.setEnableMemorySnapshot(...)` and
-  `isEnableMemorySnapshot()`. Sessions for a snapshot-enabled agent version start from a snapshot of its initialized
+- Added hosted-agent memory snapshot opt-in through `HostedAgentDefinition.setMemorySnapshotEnabled(...)` and
+  `isMemorySnapshotEnabled()`. Sessions for a snapshot-enabled agent version start from a snapshot of its initialized
   process instead of starting the process from its image.
 - Added preview voice-agent soundscapes through `VoiceAgentDefinition.setSoundscape(...)`,
   `VoiceAgentSoundscapeConfiguration`, and related track and built-in sound models. Soundscapes support background
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
index 0eda15791f90e..54e65d07ba4f9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/HostedAgentDefinition.java
@@ -124,7 +124,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeJsonField("code_configuration", this.codeConfiguration);
         jsonWriter.writeJsonField("telemetry_config", this.telemetryConfig);
         jsonWriter.writeJsonField("session_configuration", this.sessionConfiguration);
-        jsonWriter.writeBooleanField("enable_memory_snapshot", this.enableMemorySnapshot);
+        jsonWriter.writeBooleanField("enable_memory_snapshot", this.memorySnapshotEnabled);
         return jsonWriter.writeEndObject();
     }
 
@@ -150,7 +150,7 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             CodeConfiguration codeConfiguration = null;
             TelemetryConfig telemetryConfig = null;
             SessionConfiguration sessionConfiguration = null;
-            Boolean enableMemorySnapshot = null;
+            Boolean memorySnapshotEnabled = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -175,7 +175,7 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
                 } else if ("session_configuration".equals(fieldName)) {
                     sessionConfiguration = SessionConfiguration.fromJson(reader);
                 } else if ("enable_memory_snapshot".equals(fieldName)) {
-                    enableMemorySnapshot = reader.getNullable(JsonReader::getBoolean);
+                    memorySnapshotEnabled = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -189,7 +189,7 @@ public static HostedAgentDefinition fromJson(JsonReader jsonReader) throws IOExc
             deserializedHostedAgentDefinition.codeConfiguration = codeConfiguration;
             deserializedHostedAgentDefinition.telemetryConfig = telemetryConfig;
             deserializedHostedAgentDefinition.sessionConfiguration = sessionConfiguration;
-            deserializedHostedAgentDefinition.enableMemorySnapshot = enableMemorySnapshot;
+            deserializedHostedAgentDefinition.memorySnapshotEnabled = memorySnapshotEnabled;
             return deserializedHostedAgentDefinition;
         });
     }
@@ -361,31 +361,31 @@ public HostedAgentDefinition setSessionConfiguration(SessionConfiguration sessio
      * of the agent's initialized process rather than starting the process from its image. Defaults to false.
      */
     @Generated
-    private Boolean enableMemorySnapshot;
+    private Boolean memorySnapshotEnabled;
 
     /**
-     * Get the enableMemorySnapshot property: Whether this agent version uses memory snapshots. Sessions for a
+     * Get the memorySnapshotEnabled property: Whether this agent version uses memory snapshots. Sessions for a
      * snapshot-enabled version start from a snapshot of the agent's initialized process rather than starting the
      * process from its image. Defaults to false.
      *
-     * @return the enableMemorySnapshot value.
+     * @return the memorySnapshotEnabled value.
      */
     @Generated
-    public Boolean isEnableMemorySnapshot() {
-        return this.enableMemorySnapshot;
+    public Boolean isMemorySnapshotEnabled() {
+        return this.memorySnapshotEnabled;
     }
 
     /**
-     * Set the enableMemorySnapshot property: Whether this agent version uses memory snapshots. Sessions for a
+     * Set the memorySnapshotEnabled property: Whether this agent version uses memory snapshots. Sessions for a
      * snapshot-enabled version start from a snapshot of the agent's initialized process rather than starting the
      * process from its image. Defaults to false.
      *
-     * @param enableMemorySnapshot the enableMemorySnapshot value to set.
+     * @param memorySnapshotEnabled the memorySnapshotEnabled value to set.
      * @return the HostedAgentDefinition object itself.
      */
     @Generated
-    public HostedAgentDefinition setEnableMemorySnapshot(Boolean enableMemorySnapshot) {
-        this.enableMemorySnapshot = enableMemorySnapshot;
+    public HostedAgentDefinition setMemorySnapshotEnabled(Boolean memorySnapshotEnabled) {
+        this.memorySnapshotEnabled = memorySnapshotEnabled;
         return this;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 0afeff4d644cf..74f3bfd9b239a 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
-{"flavor":"azure","apiVersions":{"Azure.AI.Projects":"v1"},"crossLanguagePackageId":"Azure.AI.Projects","crossLanguageVersion":"714367a37368","crossLanguageDefinitions":{"com.azure.ai.agents.AgentsAsyncClient":"Azure.AI.Projects.Agents","com.azure.ai.agents.AgentsAsyncClient.beginCreateOptimizationJob":"Azure.AI.Projects.AgentOptimizationJobs.create","com.azure.ai.agents.AgentsAsyncClient.beginCreateOptimizationJobWithModel":"Azure.AI.Projects.AgentOptimizationJobs.create","com.azure.ai.agents.AgentsAsyncClient.cancelOptimizationJob":"Azure.AI.Projects.AgentOptimizationJobs.cancel","com.azure.ai.agents.AgentsAsyncClient.cancelOptimizationJobWithResponse":"Azure.AI.Projects.AgentOptimizationJobs.cancel","com.azure.ai.agents.AgentsAsyncClient.createAgent":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCode":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromCodeWithResponseInternal":"Azure.AI.Projects.Agents.createAgentFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifest":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersion":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCode":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromCodeWithResponseInternal":"Azure.AI.Projects.Agents.createAgentVersionFromCode","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifest":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionFromManifestWithResponse":"Azure.AI.Projects.Agents.createAgentVersionFromManifest","com.azure.ai.agents.AgentsAsyncClient.createAgentVersionWithResponse":"Azure.AI.Projects.Agents.createAgentVersion","com.azure.ai.agents.AgentsAsyncClient.createAgentWithResponse":"Azure.AI.Projects.Agents.createAgent","com.azure.ai.agents.AgentsAsyncClient.createSession":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.createSessionWithResponse":"Azure.AI.Projects.Agents.createSession","com.azure.ai.agents.AgentsAsyncClient.deleteOptimizationJob":"Azure.AI.Projects.AgentOptimizationJobs.delete","com.azure.ai.agents.AgentsAsyncClient.deleteOptimizationJobWithResponse":"Azure.AI.Projects.AgentOptimizationJobs.delete","com.azure.ai.agents.AgentsAsyncClient.deleteSession":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFile":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.deleteSessionFile","com.azure.ai.agents.AgentsAsyncClient.deleteSessionWithResponse":"Azure.AI.Projects.Agents.deleteSession","com.azure.ai.agents.AgentsAsyncClient.disableAgent":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.disableAgentWithResponse":"Azure.AI.Projects.Agents.disableAgent","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCode":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadAgentCodeWithResponse":"Azure.AI.Projects.Agents.downloadAgentCode","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFile":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.downloadSessionFileWithResponse":"Azure.AI.Projects.AgentSessionFiles.downloadSessionFile","com.azure.ai.agents.AgentsAsyncClient.enableAgent":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.enableAgentWithResponse":"Azure.AI.Projects.Agents.enableAgent","com.azure.ai.agents.AgentsAsyncClient.estimateOptimizationJob":"Azure.AI.Projects.AgentOptimizationJobs.estimate","com.azure.ai.agents.AgentsAsyncClient.estimateOptimizationJobWithResponse":"Azure.AI.Projects.AgentOptimizationJobs.estimate","com.azure.ai.agents.AgentsAsyncClient.getAgent":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetails":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentVersionDetailsWithResponse":"Azure.AI.Projects.Agents.getAgentVersion","com.azure.ai.agents.AgentsAsyncClient.getAgentWithResponse":"Azure.AI.Projects.Agents.getAgent","com.azure.ai.agents.AgentsAsyncClient.getMicrosoft365AppPackage":"Azure.AI.Projects.Microsoft365Publishing.getMicrosoft365AppPackage","com.azure.ai.agents.AgentsAsyncClient.getMicrosoft365AppPackageWithResponse":"Azure.AI.Projects.Microsoft365Publishing.getMicrosoft365AppPackage","com.azure.ai.agents.AgentsAsyncClient.getMicrosoft365PublishDefaults":"Azure.AI.Projects.Microsoft365Publishing.getMicrosoft365PublishDefaults","com.azure.ai.agents.AgentsAsyncClient.getMicrosoft3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odels/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionToolType1.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorki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\ No newline at end of file
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odels/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionToolType1.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorkingTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceIds.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 0c69fa8ef3041..45ea961bbcde6 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 5ad5a4f048a3773f809b70563f0ac9ca8cb4859c
+commit: 37b9f07b655f1d209779f1db7094fe28252f66e0
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From 6ff602323c30b193646acc9a3da2074c31868420 Mon Sep 17 00:00:00 2001
From: Jose Alvarez <josealvar@microsoft.com>
Date: Fri, 30 Oct 2026 15:58:43 +0100
Subject: [PATCH 24/29] Hide TypeSpec location files for release

---
 sdk/ai/azure-ai-agents/{tsp-location.yaml => _tsp-location.yaml}  | 0
 .../azure-ai-projects/{tsp-location.yaml => _tsp-location.yaml}   | 0
 2 files changed, 0 insertions(+), 0 deletions(-)
 rename sdk/ai/azure-ai-agents/{tsp-location.yaml => _tsp-location.yaml} (100%)
 rename sdk/ai/azure-ai-projects/{tsp-location.yaml => _tsp-location.yaml} (100%)

diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/_tsp-location.yaml
similarity index 100%
rename from sdk/ai/azure-ai-agents/tsp-location.yaml
rename to sdk/ai/azure-ai-agents/_tsp-location.yaml
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/_tsp-location.yaml
similarity index 100%
rename from sdk/ai/azure-ai-projects/tsp-location.yaml
rename to sdk/ai/azure-ai-projects/_tsp-location.yaml

From 95538f289cf869077ce0bc0e6c2e09ff2c4c1242 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Wed, 4 Nov 2026 09:26:38 -0800
Subject: [PATCH 25/29] Regen from latest snap 110226 (#51085)

* initial regen

* rename config and protect base class
---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |   3 +
 .../customizations/beta-annotations.csv       |   6 +
 .../src/main/java/AgentsCustomizations.java   |   1 +
 .../agents/models/VoiceAgentDefinition.java   |  34 +++++
 ...oiceAgentEventGridPostCallDestination.java | 107 +++++++++++++++
 .../VoiceAgentPostCallConfiguration.java      | 125 ++++++++++++++++++
 .../models/VoiceAgentPostCallDestination.java | 112 ++++++++++++++++
 .../VoiceAgentPostCallDestinationType.java    |  59 +++++++++
 .../VoiceAgentPostCallIncludeOption.java      |  54 ++++++++
 .../VoiceAgentRoutinePostCallDestination.java | 107 +++++++++++++++
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 12 files changed, 610 insertions(+), 2 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentEventGridPostCallDestination.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestination.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestinationType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallIncludeOption.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRoutinePostCallDestination.java

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 8cf89ce804e02..8f8f0fbb4fec0 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -4,6 +4,9 @@
 
 ### Features Added
 
+- Added preview voice-agent post-call delivery through `VoiceAgentPostCallConfiguration` for Event Grid and routine
+  destinations.
+
 ### Breaking Changes
 
 ### Bugs Fixed
diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index 3fa84f5f19a16..43d83540520aa 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -271,6 +271,7 @@ class;com.azure.ai.agents.models.VoiceAgentEndConversationSystemTool;Preview API
 class;com.azure.ai.agents.models.VoiceAgentEndOfUtteranceDetection;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentEndOfUtteranceDetectionModel;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentEndOfUtteranceThresholdLevel;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentEventGridPostCallDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentFunctionTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentGreetingConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentInputTranscription;Preview API. VoiceAgents=V1Preview;
@@ -283,6 +284,10 @@ class;com.azure.ai.agents.models.VoiceAgentMaxOutputTokens;Preview API. VoiceAge
 class;com.azure.ai.agents.models.VoiceAgentMcpTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentNoiseReduction;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentNoiseReductionType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentPostCallConfiguration;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentPostCallDestination;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentPostCallDestinationType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentPostCallIncludeOption;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentProfanityFilterMode;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRealtimeResponse;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentResponseAnimationBlendshapeDeltaEvent;Preview API. VoiceAgents=V1Preview;
@@ -294,6 +299,7 @@ class;com.azure.ai.agents.models.VoiceAgentResponseAudioTimestampDeltaEvent;Prev
 class;com.azure.ai.agents.models.VoiceAgentResponseAudioTimestampDoneEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentResponseCreateOptions;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentResponseVideoDeltaEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentRoutinePostCallDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRtcCallErrorDetails;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRtcCallErrorEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRtcCallSdpCreatedEvent;Preview API. VoiceAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
index 8123d2a594e98..f70d03011aa06 100644
--- a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
+++ b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
@@ -200,6 +200,7 @@ private void protectPolymorphicBaseConstructors(LibraryCustomization customizati
             "RealtimeConversationItemMessage", "RealtimeMcpError", "RealtimeSessionConfigurationBase",
             "RealtimeTurnDetection", "TelephonyOutboundRetryPolicy", "TelephonyTransferDestination",
             "UserConversationSimulationInterruptionConfiguration", "VoiceAgentGreetingConfiguration",
+            "VoiceAgentPostCallDestination",
             "VoiceAgentInterimResponseConfiguration", "VoiceAgentSystemTool", "VoiceAgentTool",
             "VoiceAgentTurnDetectionConfiguration", "VoiceConversationEngine");
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
index 6536283756c02..4889f1247220e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
@@ -570,6 +570,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeMapField("structured_inputs", this.structuredInputs,
             (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("subagent_config", this.subagentConfiguration);
+        jsonWriter.writeJsonField("post_call", this.postCall);
         jsonWriter.writeBooleanField("store", this.store);
         return jsonWriter.writeEndObject();
     }
@@ -638,6 +639,8 @@ public static VoiceAgentDefinition fromJson(JsonReader jsonReader) throws IOExce
                 } else if ("subagent_config".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.subagentConfiguration
                         = VoiceAgentSubagentConfiguration.fromJson(reader);
+                } else if ("post_call".equals(fieldName)) {
+                    deserializedVoiceAgentDefinition.postCall = VoiceAgentPostCallConfiguration.fromJson(reader);
                 } else if ("store".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.store = reader.getNullable(JsonReader::getBoolean);
                 } else {
@@ -929,4 +932,35 @@ public VoiceAgentDefinition setSoundscape(VoiceAgentSoundscapeConfiguration soun
         this.soundscape = soundscape;
         return this;
     }
+
+    /*
+     * Optional post-call delivery configuration. After each session ends, the service notifies the configured
+     * destinations.
+     */
+    @Generated
+    private VoiceAgentPostCallConfiguration postCall;
+
+    /**
+     * Get the postCall property: Optional post-call delivery configuration. After each session ends, the service
+     * notifies the configured destinations.
+     *
+     * @return the postCall value.
+     */
+    @Generated
+    public VoiceAgentPostCallConfiguration getPostCall() {
+        return this.postCall;
+    }
+
+    /**
+     * Set the postCall property: Optional post-call delivery configuration. After each session ends, the service
+     * notifies the configured destinations.
+     *
+     * @param postCall the postCall value to set.
+     * @return the VoiceAgentDefinition object itself.
+     */
+    @Generated
+    public VoiceAgentDefinition setPostCall(VoiceAgentPostCallConfiguration postCall) {
+        this.postCall = postCall;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentEventGridPostCallDestination.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentEventGridPostCallDestination.java
new file mode 100644
index 0000000000000..1ae282a6aea48
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentEventGridPostCallDestination.java
@@ -0,0 +1,107 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * An Event Grid connection that receives post-call events.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentEventGridPostCallDestination extends VoiceAgentPostCallDestination {
+
+    /*
+     * The destination type.
+     */
+    @Generated
+    private VoiceAgentPostCallDestinationType type = VoiceAgentPostCallDestinationType.EVENT_GRID;
+
+    /*
+     * The name of the Event Grid connection.
+     */
+    @Generated
+    private final String connectionName;
+
+    /**
+     * Creates an instance of VoiceAgentEventGridPostCallDestination class.
+     *
+     * @param connectionName the connectionName value to set.
+     */
+    @Generated
+    public VoiceAgentEventGridPostCallDestination(String connectionName) {
+        this.connectionName = connectionName;
+    }
+
+    /**
+     * Get the type property: The destination type.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentPostCallDestinationType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the connectionName property: The name of the Event Grid connection.
+     *
+     * @return the connectionName value.
+     */
+    @Generated
+    public String getConnectionName() {
+        return this.connectionName;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("connection_name", this.connectionName);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentEventGridPostCallDestination from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentEventGridPostCallDestination if the JsonReader was pointing to an instance of
+     * it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentEventGridPostCallDestination.
+     */
+    @Generated
+    public static VoiceAgentEventGridPostCallDestination fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String connectionName = null;
+            VoiceAgentPostCallDestinationType type = VoiceAgentPostCallDestinationType.EVENT_GRID;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("connection_name".equals(fieldName)) {
+                    connectionName = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = VoiceAgentPostCallDestinationType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentEventGridPostCallDestination deserializedVoiceAgentEventGridPostCallDestination
+                = new VoiceAgentEventGridPostCallDestination(connectionName);
+            deserializedVoiceAgentEventGridPostCallDestination.type = type;
+            return deserializedVoiceAgentEventGridPostCallDestination;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallConfiguration.java
new file mode 100644
index 0000000000000..d8fd25fca6ae7
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallConfiguration.java
@@ -0,0 +1,125 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * Post-call delivery configuration.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentPostCallConfiguration implements JsonSerializable<VoiceAgentPostCallConfiguration> {
+
+    /*
+     * The destinations to notify.
+     */
+    @Generated
+    private final List<VoiceAgentPostCallDestination> destinations;
+
+    /*
+     * Additional content to include in each delivery. The transcript is always delivered. `audio` is not supported in
+     * this preview; the service rejects it when the agent version is saved.
+     */
+    @Generated
+    private List<VoiceAgentPostCallIncludeOption> include;
+
+    /**
+     * Creates an instance of VoiceAgentPostCallConfiguration class.
+     *
+     * @param destinations the destinations value to set.
+     */
+    @Generated
+    public VoiceAgentPostCallConfiguration(List<VoiceAgentPostCallDestination> destinations) {
+        this.destinations = destinations;
+    }
+
+    /**
+     * Get the destinations property: The destinations to notify.
+     *
+     * @return the destinations value.
+     */
+    @Generated
+    public List<VoiceAgentPostCallDestination> getDestinations() {
+        return this.destinations;
+    }
+
+    /**
+     * Get the include property: Additional content to include in each delivery. The transcript is always delivered.
+     * `audio` is not supported in this preview; the service rejects it when the agent version is saved.
+     *
+     * @return the include value.
+     */
+    @Generated
+    public List<VoiceAgentPostCallIncludeOption> getInclude() {
+        return this.include;
+    }
+
+    /**
+     * Set the include property: Additional content to include in each delivery. The transcript is always delivered.
+     * `audio` is not supported in this preview; the service rejects it when the agent version is saved.
+     *
+     * @param include the include value to set.
+     * @return the VoiceAgentPostCallConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentPostCallConfiguration setInclude(List<VoiceAgentPostCallIncludeOption> include) {
+        this.include = include;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeArrayField("destinations", this.destinations, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeArrayField("include", this.include,
+            (writer, element) -> writer.writeString(element == null ? null : element.toString()));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentPostCallConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentPostCallConfiguration if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentPostCallConfiguration.
+     */
+    @Generated
+    public static VoiceAgentPostCallConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            List<VoiceAgentPostCallDestination> destinations = null;
+            List<VoiceAgentPostCallIncludeOption> include = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("destinations".equals(fieldName)) {
+                    destinations = reader.readArray(reader1 -> VoiceAgentPostCallDestination.fromJson(reader1));
+                } else if ("include".equals(fieldName)) {
+                    include
+                        = reader.readArray(reader1 -> VoiceAgentPostCallIncludeOption.fromString(reader1.getString()));
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentPostCallConfiguration deserializedVoiceAgentPostCallConfiguration
+                = new VoiceAgentPostCallConfiguration(destinations);
+            deserializedVoiceAgentPostCallConfiguration.include = include;
+            return deserializedVoiceAgentPostCallConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestination.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestination.java
new file mode 100644
index 0000000000000..6acd910df374c
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestination.java
@@ -0,0 +1,112 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * A post-call destination.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public class VoiceAgentPostCallDestination implements JsonSerializable<VoiceAgentPostCallDestination> {
+
+    /*
+     * The destination type.
+     */
+    @Generated
+    private VoiceAgentPostCallDestinationType type
+        = VoiceAgentPostCallDestinationType.fromString("VoiceAgentPostCallDestination");
+
+    /**
+     * Creates an instance of VoiceAgentPostCallDestination class.
+     */
+    @Generated
+    protected VoiceAgentPostCallDestination() {
+    }
+
+    /**
+     * Get the type property: The destination type.
+     *
+     * @return the type value.
+     */
+    @Generated
+    public VoiceAgentPostCallDestinationType getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentPostCallDestination from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentPostCallDestination if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentPostCallDestination.
+     */
+    @Generated
+    public static VoiceAgentPostCallDestination fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String discriminatorValue = null;
+            try (JsonReader readerToUse = reader.bufferObject()) {
+                // Prepare for reading
+                readerToUse.nextToken();
+                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
+                    String fieldName = readerToUse.getFieldName();
+                    readerToUse.nextToken();
+                    if ("type".equals(fieldName)) {
+                        discriminatorValue = readerToUse.getString();
+                        break;
+                    } else {
+                        readerToUse.skipChildren();
+                    }
+                }
+                // Use the discriminator value to determine which subtype should be deserialized.
+                if ("event_grid".equals(discriminatorValue)) {
+                    return VoiceAgentEventGridPostCallDestination.fromJson(readerToUse.reset());
+                } else if ("routine".equals(discriminatorValue)) {
+                    return VoiceAgentRoutinePostCallDestination.fromJson(readerToUse.reset());
+                } else {
+                    return fromJsonKnownDiscriminator(readerToUse.reset());
+                }
+            }
+        });
+    }
+
+    @Generated
+    static VoiceAgentPostCallDestination fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentPostCallDestination deserializedVoiceAgentPostCallDestination
+                = new VoiceAgentPostCallDestination();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedVoiceAgentPostCallDestination.type
+                        = VoiceAgentPostCallDestinationType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentPostCallDestination;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestinationType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestinationType.java
new file mode 100644
index 0000000000000..2785dc9cb326a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestinationType.java
@@ -0,0 +1,59 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The type of a post-call destination.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentPostCallDestinationType extends ExpandableStringEnum<VoiceAgentPostCallDestinationType> {
+
+    /**
+     * An Event Grid connection.
+     */
+    @Generated
+    public static final VoiceAgentPostCallDestinationType EVENT_GRID = fromString("event_grid");
+
+    /**
+     * A routine.
+     */
+    @Generated
+    public static final VoiceAgentPostCallDestinationType ROUTINE = fromString("routine");
+
+    /**
+     * Creates a new instance of VoiceAgentPostCallDestinationType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentPostCallDestinationType() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentPostCallDestinationType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentPostCallDestinationType.
+     */
+    @Generated
+    public static VoiceAgentPostCallDestinationType fromString(String name) {
+        return fromString(name, VoiceAgentPostCallDestinationType.class);
+    }
+
+    /**
+     * Gets known VoiceAgentPostCallDestinationType values.
+     *
+     * @return known VoiceAgentPostCallDestinationType values.
+     */
+    @Generated
+    public static Collection<VoiceAgentPostCallDestinationType> values() {
+        return values(VoiceAgentPostCallDestinationType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallIncludeOption.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallIncludeOption.java
new file mode 100644
index 0000000000000..b8728264818e2
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallIncludeOption.java
@@ -0,0 +1,54 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Content that can be included in a post-call delivery.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentPostCallIncludeOption extends ExpandableStringEnum<VoiceAgentPostCallIncludeOption> {
+
+    /**
+     * A URL to the merged call recording. Not supported in this preview: the service rejects `audio` when the agent
+     * version is saved.
+     */
+    @Generated
+    public static final VoiceAgentPostCallIncludeOption AUDIO = fromString("audio");
+
+    /**
+     * Creates a new instance of VoiceAgentPostCallIncludeOption value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentPostCallIncludeOption() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentPostCallIncludeOption from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentPostCallIncludeOption.
+     */
+    @Generated
+    public static VoiceAgentPostCallIncludeOption fromString(String name) {
+        return fromString(name, VoiceAgentPostCallIncludeOption.class);
+    }
+
+    /**
+     * Gets known VoiceAgentPostCallIncludeOption values.
+     *
+     * @return known VoiceAgentPostCallIncludeOption values.
+     */
+    @Generated
+    public static Collection<VoiceAgentPostCallIncludeOption> values() {
+        return values(VoiceAgentPostCallIncludeOption.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRoutinePostCallDestination.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRoutinePostCallDestination.java
new file mode 100644
index 0000000000000..a35ec709e585b
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRoutinePostCallDestination.java
@@ -0,0 +1,107 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * A routine that is dispatched with the post-call event.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentRoutinePostCallDestination extends VoiceAgentPostCallDestination {
+
+    /*
+     * The destination type.
+     */
+    @Generated
+    private VoiceAgentPostCallDestinationType type = VoiceAgentPostCallDestinationType.ROUTINE;
+
+    /*
+     * The name of the routine.
+     */
+    @Generated
+    private final String name;
+
+    /**
+     * Creates an instance of VoiceAgentRoutinePostCallDestination class.
+     *
+     * @param name the name value to set.
+     */
+    @Generated
+    public VoiceAgentRoutinePostCallDestination(String name) {
+        this.name = name;
+    }
+
+    /**
+     * Get the type property: The destination type.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentPostCallDestinationType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The name of the routine.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentRoutinePostCallDestination from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentRoutinePostCallDestination if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentRoutinePostCallDestination.
+     */
+    @Generated
+    public static VoiceAgentRoutinePostCallDestination fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            VoiceAgentPostCallDestinationType type = VoiceAgentPostCallDestinationType.ROUTINE;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = VoiceAgentPostCallDestinationType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentRoutinePostCallDestination deserializedVoiceAgentRoutinePostCallDestination
+                = new VoiceAgentRoutinePostCallDestination(name);
+            deserializedVoiceAgentRoutinePostCallDestination.type = type;
+            return deserializedVoiceAgentRoutinePostCallDestination;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 4264eb0f1b8b3..f5cd587aabad3 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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ntAnimationConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationOutputType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioTimestampType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarIceServer.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarOutputProtocol.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEventGridPostCallDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionToolType1.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestinationType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRoutinePostCallDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorkingTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceIds.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index a31598610f047..db2bd90978944 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: 643579cbfe331d1db08fa7cbba4d089ef92f23fc
+commit: c13cd5a1ee58d507dd5a3fe5dae7ba9e7025cb9e
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From 75163be685b72ecf34ec6ebee1de983a4a11b84a Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Wed, 4 Nov 2026 20:28:44 -0800
Subject: [PATCH 26/29] Regen agents and projects 110426 (#51108)

* initial regen

* renames and type customizations

* add custom tool choice union

* add custom max output tokens union

* Allow intentional OpenAI types in voice APIs

* Pin pushed Java spec customizations
---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |  14 +
 .../checkstyle-suppressions.xml               |   2 +
 .../customizations/beta-annotations.csv       |  24 +
 .../src/main/java/AgentsCustomizations.java   |  68 +-
 .../BetaVoiceAgentsTelephonyAsyncClient.java  |  25 +-
 .../BetaVoiceAgentsTelephonyClient.java       |  25 +-
 .../BetaVoiceAgentsTelephoniesImpl.java       |  66 +-
 .../CreateSipTelephonyBindingInput.java       | 176 +++++
 .../models/CreateTelephonyBindingInput.java   |   2 +
 .../models/CreateTelephonyCallJobInput.java   |   8 +-
 .../ai/agents/models/InlineVoiceSubagent.java | 619 ++++++++++++++++++
 .../ai/agents/models/RealtimeServerEvent.java |  10 +-
 .../models/RealtimeServerEventType.java       |  38 ++
 .../models/RealtimeSessionConfiguration.java  | 185 +-----
 .../ai/agents/models/SipTelephonyBinding.java | 157 +++++
 .../models/SipTelephonyBindingListItem.java   | 161 +++++
 .../ai/agents/models/TelephonyBinding.java    |   7 +-
 .../models/TelephonyBindingListItem.java      |   7 +-
 .../ai/agents/models/TelephonyCallJob.java    |   8 +-
 .../ai/agents/models/TelephonyProvider.java   |   6 +
 .../models/UpdateTelephonyBindingInput.java   |  67 +-
 .../VoiceAgentAudioOutputConfiguration.java   | 424 +++---------
 .../agents/models/VoiceAgentDefinition.java   | 200 +-----
 ...iceAgentDelegateSubagentConfiguration.java | 109 +++
 .../models/VoiceAgentHandoffAbortReason.java  |  58 ++
 .../models/VoiceAgentHandoffCondition.java    | 291 ++++++++
 .../models/VoiceAgentHandoffEdgeState.java    | 219 +++++++
 .../models/VoiceAgentHandoffNodeState.java    | 129 ++++
 .../VoiceAgentHandoffPipelineFamily.java      |  58 ++
 .../models/VoiceAgentHandoffPolicy.java       | 129 ++++
 .../VoiceAgentHandoffReasoningEffort.java     |  74 +++
 .../agents/models/VoiceAgentHandoffState.java | 269 ++++++++
 .../VoiceAgentHandoffTargetResponse.java      |  58 ++
 .../VoiceAgentHandoffVoiceAdaptation.java     |  78 +++
 ...VoiceAgentInlineSubagentConfiguration.java | 149 +++++
 ...gentLlmGeneratedGreetingConfiguration.java | 124 +---
 .../models/VoiceAgentMaxOutputTokens.java     | 101 +++
 .../models/VoiceAgentRealtimeResponse.java    |  44 +-
 .../VoiceAgentResponseCreateOptions.java      | 186 +-----
 .../VoiceAgentSessionHandoffAbortedEvent.java | 337 ++++++++++
 ...oiceAgentSessionHandoffCompletedEvent.java | 340 ++++++++++
 .../VoiceAgentSessionHandoffStartedEvent.java | 286 ++++++++
 ...oiceAgentSessionResponseConfiguration.java | 120 +---
 .../VoiceAgentSessionUpdateConfiguration.java | 187 +-----
 .../VoiceAgentSubagentConfiguration.java      |  96 ++-
 .../agents/models/VoiceAgentSubagentType.java |  59 ++
 .../agents/models/VoiceAgentToolChoice.java   | 157 +++++
 .../models/VoiceAgentVoiceConfiguration.java  | 511 +++++++++++++++
 .../azure/ai/agents/models/VoiceResponse.java |  44 +-
 .../META-INF/azure-ai-agents_metadata.json    |   2 +-
 ...essionConfigurationSerializationTests.java |  71 +-
 ...oiceAgentDefinitionSerializationTests.java |  59 --
 .../VoiceAgentHandoffSerializationTests.java  |  52 ++
 ...eetingConfigurationSerializationTests.java |  60 --
 ...gentMaxOutputTokensSerializationTests.java | 161 +++++
 ...entRealtimeResponseSerializationTests.java |  26 -
 ...sponseCreateOptionsSerializationTests.java |  47 --
 ...sponseConfigurationSerializationTests.java |  74 ---
 ...UpdateConfigurationSerializationTests.java |  74 ---
 ...oiceAgentToolChoiceSerializationTests.java | 172 +++++
 .../VoiceResponseSerializationTests.java      |  25 -
 sdk/ai/azure-ai-agents/tsp-location.yaml      |   2 +-
 62 files changed, 5363 insertions(+), 1974 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateSipTelephonyBindingInput.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InlineVoiceSubagent.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBinding.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBindingListItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDelegateSubagentConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffAbortReason.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffEdgeState.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffNodeState.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPipelineFamily.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPolicy.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffReasoningEffort.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffState.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffTargetResponse.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffVoiceAdaptation.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInlineSubagentConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokens.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffAbortedEvent.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffCompletedEvent.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffStartedEvent.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolChoice.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentVoiceConfiguration.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentHandoffSerializationTests.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfigurationSerializationTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokensSerializationTests.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfigurationSerializationTests.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfigurationSerializationTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentToolChoiceSerializationTests.java

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 8f8f0fbb4fec0..3d6640439e800 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -6,11 +6,25 @@
 
 - Added preview voice-agent post-call delivery through `VoiceAgentPostCallConfiguration` for Event Grid and routine
   destinations.
+- Added preview inline voice subagents and handoff configuration, runtime state, and session handoff events.
+- Added preview SIP telephony bindings.
 
 ### Breaking Changes
 
+- Replaced the numeric/string token-limit accessors on preview voice and realtime models with
+  `getMaxOutputTokens()` and `setMaxOutputTokens(VoiceAgentMaxOutputTokens)`, where writable. `InlineVoiceSubagent` uses
+  the same type through `getMaxResponseOutputTokens()` and `setMaxResponseOutputTokens(VoiceAgentMaxOutputTokens)`.
+  Use `VoiceAgentMaxOutputTokens.of(count)` for a numeric limit or `VoiceAgentMaxOutputTokens.MAXIMUM` for `"inf"`, and
+  inspect the value with `getCount()` or `isMaximum()`. Passing `null` to a setter clears the property.
+- Replaced the per-variant tool-choice accessors on preview voice and realtime models with
+  `getToolChoice()` and `setToolChoice(VoiceAgentToolChoice)`, where writable. Use `VoiceAgentToolChoice.ofMode`,
+  `ofFunction`, or `ofMcp` to create a choice, and `getMode`, `getFunction`, or `getMcp` to inspect it. Getters for
+  other variants return `null`. Passing `null` to the setter clears the property; the factories reject null arguments.
+  `PromptAgentDefinition` is unchanged.
+
 ### Bugs Fixed
 
+- Preserved handoff state when serializing and deserializing voice-agent session response configurations.
 ### Other Changes
 
 - Regenerated the client with `@azure-tools/openai-typespec` version `1.33.0`.
diff --git a/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml b/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml
index d033f2d0412d7..29fa60c186314 100644
--- a/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml
+++ b/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml
@@ -45,6 +45,8 @@
   <suppress files="com.azure.ai.agents.models.VoiceResponseBase.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
   <suppress files="com.azure.ai.agents.models.VoiceAgentDefinition.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
   <suppress files="com.azure.ai.agents.models.VoiceAgentLlmGeneratedGreetingConfiguration.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.VoiceAgentSessionHandoffAbortedEvent.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.VoiceAgentToolChoice.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
   <suppress files="com.azure.ai.agents.ResponsesClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ServiceClientCheck" />
   <suppress files="com.azure.ai.agents.ResponsesAsyncClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ServiceClientCheck" />
   <suppress files="com.azure.ai.agents.implementation.MultipartFormDataHelper.java" checks="io.clientcore.linting.extensions.checkstyle.checks.EnforceFinalFieldsCheck" />
diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index 43d83540520aa..0019fcd0476d2 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -24,6 +24,7 @@ class;com.azure.ai.agents.models.ChatSummaryMemoryItem;Preview API. MemoryStores
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DigitalWorker=V1Preview, DraftAgents=V1Preview, ExternalAgents=V1Preview, GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview, Skills=V1Preview, VoiceAgents=V1Preview, WorkflowAgents=V1Preview;definition
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DigitalWorker=V1Preview;digital_worker_type
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DraftAgents=V1Preview;draft
+class;com.azure.ai.agents.models.CreateSipTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.CreateTeamsPhoneExtensibilityTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.CreateTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.CreateTelephonyCallJobInput;Preview API. VoiceAgents=V1Preview;
@@ -38,6 +39,7 @@ class;com.azure.ai.agents.models.GenerateAgentRequest;Preview API. VoiceAgents=V
 class;com.azure.ai.agents.models.GenerateVoiceAgentRequest;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.GitHubCopilotHarness;Preview API. GitHubCopilot=V1Preview;
 class;com.azure.ai.agents.models.GitHubCopilotToolsetPreview;Preview API. GitHubCopilot=V1Preview;
+class;com.azure.ai.agents.models.InlineVoiceSubagent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.McpListToolsTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.McpListToolsToolAnnotations;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.McpListToolsToolInputSchema;Preview API. VoiceAgents=V1Preview;
@@ -194,6 +196,8 @@ class;com.azure.ai.agents.models.SharepointGroundingToolCall;Preview API. previe
 class;com.azure.ai.agents.models.SharepointGroundingToolCallOutput;Preview API. preview_tool;
 class;com.azure.ai.agents.models.SharepointGroundingToolParameters;Preview API. preview_tool;
 class;com.azure.ai.agents.models.SharepointPreviewTool;Preview API. preview_tool;
+class;com.azure.ai.agents.models.SipTelephonyBinding;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.SipTelephonyBindingListItem;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.SipTelephonyTransferDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.SkillReference;Preview API. Skills=V1Preview;
 class;com.azure.ai.agents.models.TeamsPhoneExtensibilityTelephonyBinding;Preview API. VoiceAgents=V1Preview;
@@ -265,6 +269,7 @@ class;com.azure.ai.agents.models.VoiceAgentAzureSemanticVadTurnDetection;Preview
 class;com.azure.ai.agents.models.VoiceAgentClientEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentClientEventSessionUpdate;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentDefinition;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentDelegateSubagentConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentEchoCancellation;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentEchoCancellationReferenceSource;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentEndConversationSystemTool;Preview API. VoiceAgents=V1Preview;
@@ -274,6 +279,18 @@ class;com.azure.ai.agents.models.VoiceAgentEndOfUtteranceThresholdLevel;Preview
 class;com.azure.ai.agents.models.VoiceAgentEventGridPostCallDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentFunctionTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentGreetingConfiguration;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffAbortReason;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffCondition;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffEdgeState;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffMaxOutputTokens;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffNodeState;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffPipelineFamily;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffPolicy;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffReasoningEffort;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffState;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffTargetResponse;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentHandoffVoiceAdaptation;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentInlineSubagentConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentInputTranscription;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentInputTranscriptionModel;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentInterimResponseConfiguration;Preview API. VoiceAgents=V1Preview;
@@ -306,12 +323,16 @@ class;com.azure.ai.agents.models.VoiceAgentRtcCallSdpCreatedEvent;Preview API. V
 class;com.azure.ai.agents.models.VoiceAgentRtcCallSdpCreateEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSemanticVadTurnDetection;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentServerEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentServerEventTypeExtension;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentServerVadTurnDetection;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionAvatarConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionAvatarConnectEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionAvatarConnectingEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionAvatarSwitchToIdleEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionAvatarSwitchToSpeakingEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSessionHandoffAbortedEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSessionHandoffCompletedEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSessionHandoffStartedEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionIncludeOption;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionResponse;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionResponseConfiguration;Preview API. VoiceAgents=V1Preview;
@@ -330,17 +351,20 @@ class;com.azure.ai.agents.models.VoiceAgentSubagent;Preview API. VoiceAgents=V1P
 class;com.azure.ai.agents.models.VoiceAgentSubagentAbortReason;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSubagentConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSubagentResponsePolicy;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSubagentType;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSystemTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSystemToolName;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTemplateGreetingConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentToolboxTool;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentToolChoice;Preview API.;
 class;com.azure.ai.agents.models.VoiceAgentToolResponseScheduling;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTranscriptionPhrase;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTranscriptionWord;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTransport;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTurnDetectionConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTurnDetectionType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentVoiceConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentWarningDetails;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentWarningEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentWebSocketMessage;Preview API. VoiceAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
index f70d03011aa06..0660eb64137e4 100644
--- a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
+++ b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
@@ -202,7 +202,7 @@ private void protectPolymorphicBaseConstructors(LibraryCustomization customizati
             "UserConversationSimulationInterruptionConfiguration", "VoiceAgentGreetingConfiguration",
             "VoiceAgentPostCallDestination",
             "VoiceAgentInterimResponseConfiguration", "VoiceAgentSystemTool", "VoiceAgentTool",
-            "VoiceAgentTurnDetectionConfiguration", "VoiceConversationEngine");
+            "VoiceAgentSubagentConfiguration", "VoiceAgentTurnDetectionConfiguration", "VoiceConversationEngine");
 
         for (String className : classNames) {
             ClassCustomization classCustomization = customization.getClass(MODELS_PACKAGE, className);
@@ -224,23 +224,6 @@ private void applyUnionTypeWrappers(LibraryCustomization customization, Logger l
         List<String[]> requireApproval = Arrays.asList(
             stringUnionVariant("the approval setting string to set (e.g., \"always\" or \"never\")"),
             modelUnionVariant("McpToolRequireApproval", "the {@link McpToolRequireApproval} filter to set"));
-        List<String[]> toolChoice = Arrays.asList(
-            openAiDirectUnionVariant("com.openai.models.responses.ToolChoiceOptions", "ToolChoiceOptions",
-                "the openai-java {@link ToolChoiceOptions} mode to set ({@code NONE}, {@code AUTO} or"
-                    + " {@code REQUIRED})",
-                "an openai-java {@link ToolChoiceOptions}, or {@code null} when it is not set or holds another"
-                    + " variant",
-                "json.startsWith(\"\\\"\")"),
-            openAiUnionVariant("com.openai.models.responses.ToolChoiceFunction",
-                "com.openai.models.responses.ResponseCreateParams", "ResponseCreateParams.ToolChoice", "isFunction",
-                "asFunction", "a specific function tool"),
-            openAiUnionVariant("com.openai.models.responses.ToolChoiceMcp",
-                "com.openai.models.responses.ResponseCreateParams", "ResponseCreateParams.ToolChoice", "isMcp",
-                "asMcp", "a specific MCP tool"));
-        List<String[]> longMaxOutputTokens = Arrays.asList(
-            longUnionVariant("the maximum number of output tokens to set"),
-            stringUnionVariant(
-                "the token-limit string to set, for example {@code \"inf\"} for an unlimited count"));
         List<String[]> allowedTools
             = Arrays.asList(stringListUnionVariant("the list of tool name strings to set"),
                 modelUnionVariant("McpToolFilter", "the {@link McpToolFilter} to set"));
@@ -277,58 +260,15 @@ private void applyUnionTypeWrappers(LibraryCustomization customization, Logger l
 
         customizeUnionProperty(customization, "RealtimeSessionConfiguration", "tracing", "Tracing configuration.",
             tracing, true, false, logger);
-        customizeUnionProperty(customization, "RealtimeSessionConfiguration", "toolChoice",
-            "How the model chooses tools.", toolChoice, true, false, logger);
-        customizeUnionProperty(customization, "RealtimeSessionConfiguration", "maxOutputTokens",
-            "Maximum number of output tokens for a single assistant response.", longMaxOutputTokens, true, false,
-            logger);
         customizeUnionProperty(customization, "RealtimeSessionConfiguration", "truncation",
             "The truncation policy for the session.", truncation, true, false, logger);
         customizeUnionProperty(customization, "RealtimeSessionAudioOutput", "voice",
             "The built-in or custom voice used for audio output.", voice, true, false, logger);
 
-        customizeUnionProperty(customization, "VoiceAgentDefinition", "maxOutputTokens",
-            "The maximum output-token count for one response.", longMaxOutputTokens, true, false, logger);
-        customizeUnionProperty(customization, "VoiceAgentDefinition", "toolChoice",
-            "How the model chooses tools for generated responses.", toolChoice, true, false, logger);
-        customizeUnionProperty(customization, "VoiceAgentLlmGeneratedGreetingConfiguration", "toolChoice",
-            "The tool-selection policy for the opening response. Defaults to `none`.", toolChoice, true, false,
-            logger);
         customizeUnionProperty(customization, "VoiceAgentMcpTool", "allowedTools", "The allowed_tools property.",
             allowedTools, true, false, logger);
         customizeUnionProperty(customization, "VoiceAgentMcpTool", "requireApproval",
             "The require_approval property.", requireApproval, true, false, logger);
-        customizeUnionProperty(customization, "VoiceAgentResponseCreateOptions", "toolChoice",
-            "How the model chooses tools.", toolChoice, true, false, logger);
-        customizeUnionProperty(customization, "VoiceAgentResponseCreateOptions", "maxOutputTokens",
-            "Maximum number of output tokens for a single assistant response.", longMaxOutputTokens, true, false,
-            logger);
-        customizeUnionProperty(customization, "VoiceAgentSessionUpdateConfiguration", "maxOutputTokens",
-            "The maximum output-token count for one response.", longMaxOutputTokens, true, false, logger);
-        customizeUnionProperty(customization, "VoiceAgentSessionUpdateConfiguration", "toolChoice",
-            "Tool-selection behavior for the session.", toolChoice, true, false, logger);
-        customizeUnionProperty(customization, "VoiceAgentSessionResponseConfiguration", "maxOutputTokens",
-            "The maximum output-token count for one response.", longMaxOutputTokens, false, false, logger);
-        customizeUnionProperty(customization, "VoiceAgentSessionResponseConfiguration", "toolChoice",
-            "Tool-selection behavior for the session.", toolChoice, false, false, logger);
-
-        // Retain base-model wrappers for older snapshots and expose them directly on the flattened response models.
-        customizeUnionProperty(customization, "VoiceAgentRealtimeResponseBase", "maxOutputTokens",
-            "Maximum number of output tokens for a single assistant response, inclusive of tool calls, that was used"
-                + " in this response.",
-            longMaxOutputTokens, false, true, logger);
-        customizeUnionProperty(customization, "VoiceAgentRealtimeResponse", "maxOutputTokens",
-            "Maximum number of output tokens for a single assistant response, inclusive of tool calls, that was used"
-                + " in this response.",
-            longMaxOutputTokens, false, false, logger);
-        customizeUnionProperty(customization, "VoiceResponseBase", "maxOutputTokens",
-            "Maximum number of output tokens for a single assistant response, inclusive of tool calls, that was used"
-                + " in this response.",
-            longMaxOutputTokens, false, true, logger);
-        customizeUnionProperty(customization, "VoiceResponse", "maxOutputTokens",
-            "Maximum number of output tokens for a single assistant response, inclusive of tool calls, that was used"
-                + " in this response.",
-            longMaxOutputTokens, false, false, logger);
         customizeUnionProperty(customization, "WebIqPreviewTool", "requireApproval",
             "Whether the agent requires approval before executing actions. When omitted, the service defaults to"
                 + " \"always\".",
@@ -643,12 +583,6 @@ private static String[] stringEnumUnionVariant(String type, String paramDoc) {
         return variant;
     }
 
-    private static String[] longUnionVariant(String paramDoc) {
-        return unionVariant("long", "Long", "Long.class", "Long", "fromObject", paramDoc,
-            "a Long, or {@code null} when it is not set or holds another variant",
-            "!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-')", null, false);
-    }
-
     private static String[] stringListUnionVariant(String paramDoc) {
         return unionVariant("List<String>", "List<String>", "new TypeReference<List<String>>() { }", "StringList",
             "fromObject", paramDoc, "a list of Strings, or {@code null} when it is not set or holds another variant",
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java
index d37a1bd7de6aa..397749b255059 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java
@@ -81,7 +81,7 @@ public final class BetaVoiceAgentsTelephonyAsyncClient {
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
      * }
@@ -93,7 +93,7 @@ public final class BetaVoiceAgentsTelephonyAsyncClient {
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -137,7 +137,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponse(String agen
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -161,7 +161,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponse(String agen
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -195,7 +195,7 @@ public PagedFlux<BinaryData> listTelephonyBindings(String agentName, RequestOpti
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -245,6 +245,9 @@ public Mono<Response<BinaryData>> getTelephonyBindingWithResponse(String agentNa
      *     label: String (Optional)
      *     connection_name: String (Optional)
      *     phone_number: String (Optional)
+     *     allowed_calling_numbers (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
@@ -254,7 +257,7 @@ public Mono<Response<BinaryData>> getTelephonyBindingWithResponse(String agentNa
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -326,7 +329,7 @@ public Mono<Response<Void>> deleteTelephonyBindingWithResponse(String agentName,
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -355,7 +358,7 @@ public Mono<Response<Void>> deleteTelephonyBindingWithResponse(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -399,7 +402,7 @@ public PagedFlux<BinaryData> listTelephonyCalls(String agentName, RequestOptions
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -496,7 +499,7 @@ public Mono<Response<BinaryData>> getTelephonyCallWithResponse(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -583,7 +586,7 @@ public Mono<Response<BinaryData>> transferTelephonyCallWithResponse(String agent
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java
index c12e4b4345dd9..5511934c3e12f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java
@@ -75,7 +75,7 @@ public final class BetaVoiceAgentsTelephonyClient {
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
      * }
@@ -87,7 +87,7 @@ public final class BetaVoiceAgentsTelephonyClient {
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -130,7 +130,7 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -154,7 +154,7 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -188,7 +188,7 @@ public PagedIterable<BinaryData> listTelephonyBindings(String agentName, Request
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -237,6 +237,9 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      *     label: String (Optional)
      *     connection_name: String (Optional)
      *     phone_number: String (Optional)
+     *     allowed_calling_numbers (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
@@ -246,7 +249,7 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -316,7 +319,7 @@ public Response<Void> deleteTelephonyBindingWithResponse(String agentName, Strin
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -345,7 +348,7 @@ public Response<Void> deleteTelephonyBindingWithResponse(String agentName, Strin
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -389,7 +392,7 @@ public PagedIterable<BinaryData> listTelephonyCalls(String agentName, RequestOpt
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -485,7 +488,7 @@ public Response<BinaryData> getTelephonyCallWithResponse(String agentName, Strin
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -571,7 +574,7 @@ public Response<BinaryData> transferTelephonyCallWithResponse(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java
index d2a19abea17d4..3524ee5a40079 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java
@@ -420,7 +420,7 @@ Response<BinaryData> cancelTelephonyCallJobSync(@HostParam("endpoint") String en
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
      * }
@@ -432,7 +432,7 @@ Response<BinaryData> cancelTelephonyCallJobSync(@HostParam("endpoint") String en
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -502,7 +502,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
      * }
@@ -514,7 +514,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -574,7 +574,7 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -598,7 +598,7 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -638,7 +638,7 @@ private Mono<PagedResponse<BinaryData>> listTelephonyBindingsSinglePageAsync(Str
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -662,7 +662,7 @@ private Mono<PagedResponse<BinaryData>> listTelephonyBindingsSinglePageAsync(Str
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -723,7 +723,7 @@ public PagedFlux<BinaryData> listTelephonyBindingsAsync(String initialContinuati
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -747,7 +747,7 @@ public PagedFlux<BinaryData> listTelephonyBindingsAsync(String initialContinuati
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -784,7 +784,7 @@ private PagedResponse<BinaryData> listTelephonyBindingsSinglePage(String agentNa
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
      * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
@@ -808,7 +808,7 @@ private PagedResponse<BinaryData> listTelephonyBindingsSinglePage(String agentNa
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -869,7 +869,7 @@ public PagedIterable<BinaryData> listTelephonyBindings(String initialContinuatio
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -916,7 +916,7 @@ public Mono<Response<BinaryData>> getTelephonyBindingWithResponseAsync(String ag
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -966,6 +966,9 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      *     label: String (Optional)
      *     connection_name: String (Optional)
      *     phone_number: String (Optional)
+     *     allowed_calling_numbers (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
@@ -975,7 +978,7 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -1029,6 +1032,9 @@ public Mono<Response<BinaryData>> updateTelephonyBindingWithResponseAsync(String
      *     label: String (Optional)
      *     connection_name: String (Optional)
      *     phone_number: String (Optional)
+     *     allowed_calling_numbers (Optional): [
+     *         String (Optional)
+     *     ]
      * }
      * }
      * </pre>
@@ -1038,7 +1044,7 @@ public Mono<Response<BinaryData>> updateTelephonyBindingWithResponseAsync(String
      * <pre>
      * {@code
      * {
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
@@ -1132,7 +1138,7 @@ public Response<Void> deleteTelephonyBindingWithResponse(String agentName, Strin
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -1161,7 +1167,7 @@ public Response<Void> deleteTelephonyBindingWithResponse(String agentName, Strin
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1210,7 +1216,7 @@ private Mono<PagedResponse<BinaryData>> listTelephonyCallsSinglePageAsync(String
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -1239,7 +1245,7 @@ private Mono<PagedResponse<BinaryData>> listTelephonyCallsSinglePageAsync(String
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1309,7 +1315,7 @@ public PagedFlux<BinaryData> listTelephonyCallsAsync(String initialContinuationT
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -1338,7 +1344,7 @@ public PagedFlux<BinaryData> listTelephonyCallsAsync(String initialContinuationT
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1384,7 +1390,7 @@ private PagedResponse<BinaryData> listTelephonyCallsSinglePage(String agentName,
      * <caption>Query Parameters</caption>
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters calls by provider. Allowed values:
-     * "teams_phone_extensibility", "twilio".</td></tr>
+     * "teams_phone_extensibility", "twilio", "sip".</td></tr>
      * <tr><td>status</td><td>String</td><td>No</td><td>Filters calls by lifecycle status. Allowed values:
      * "in_progress", "success", "failed".</td></tr>
      * <tr><td>started_after</td><td>OffsetDateTime</td><td>No</td><td>Includes calls that started at or after this Unix
@@ -1413,7 +1419,7 @@ private PagedResponse<BinaryData> listTelephonyCallsSinglePage(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1484,7 +1490,7 @@ public PagedIterable<BinaryData> listTelephonyCalls(String initialContinuationTo
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1572,7 +1578,7 @@ public Mono<Response<BinaryData>> getTelephonyCallWithResponseAsync(String agent
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1669,7 +1675,7 @@ public Response<BinaryData> getTelephonyCallWithResponse(String agentName, Strin
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1768,7 +1774,7 @@ public Mono<Response<BinaryData>> transferTelephonyCallWithResponseAsync(String
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1856,7 +1862,7 @@ public Response<BinaryData> transferTelephonyCallWithResponse(String agentName,
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
@@ -1942,7 +1948,7 @@ public Mono<Response<BinaryData>> endTelephonyCallWithResponseAsync(String agent
      * {@code
      * {
      *     id: String (Required)
-     *     provider: String(teams_phone_extensibility/twilio) (Required)
+     *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
      *     provider_call_id: String (Optional)
      *     caller_number: String (Optional)
      *     provider_number: String (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateSipTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateSipTelephonyBindingInput.java
new file mode 100644
index 0000000000000..e1fb475d49b80
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateSipTelephonyBindingInput.java
@@ -0,0 +1,176 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * The request to create an inbound SIP binding.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class CreateSipTelephonyBindingInput extends CreateTelephonyBindingInput {
+
+    /*
+     * The telephony provider.
+     */
+    @Generated
+    private TelephonyProvider provider = TelephonyProvider.SIP;
+
+    /*
+     * For UI display only.
+     */
+    @Generated
+    private String phoneNumber;
+
+    /*
+     * Omit or send [] to allow any caller. Entries match the entire normalized E.164 caller number.
+     */
+    @Generated
+    private List<String> allowedCallingNumbers;
+
+    /**
+     * Creates an instance of CreateSipTelephonyBindingInput class.
+     *
+     * @param connectionName the connectionName value to set.
+     */
+    @Generated
+    public CreateSipTelephonyBindingInput(String connectionName) {
+        super(connectionName);
+    }
+
+    /**
+     * Get the provider property: The telephony provider.
+     *
+     * @return the provider value.
+     */
+    @Generated
+    @Override
+    public TelephonyProvider getProvider() {
+        return this.provider;
+    }
+
+    /**
+     * Get the phoneNumber property: For UI display only.
+     *
+     * @return the phoneNumber value.
+     */
+    @Generated
+    public String getPhoneNumber() {
+        return this.phoneNumber;
+    }
+
+    /**
+     * Set the phoneNumber property: For UI display only.
+     *
+     * @param phoneNumber the phoneNumber value to set.
+     * @return the CreateSipTelephonyBindingInput object itself.
+     */
+    @Generated
+    public CreateSipTelephonyBindingInput setPhoneNumber(String phoneNumber) {
+        this.phoneNumber = phoneNumber;
+        return this;
+    }
+
+    /**
+     * Get the allowedCallingNumbers property: Omit or send [] to allow any caller. Entries match the entire normalized
+     * E.164 caller number.
+     *
+     * @return the allowedCallingNumbers value.
+     */
+    @Generated
+    public List<String> getAllowedCallingNumbers() {
+        return this.allowedCallingNumbers;
+    }
+
+    /**
+     * Set the allowedCallingNumbers property: Omit or send [] to allow any caller. Entries match the entire normalized
+     * E.164 caller number.
+     *
+     * @param allowedCallingNumbers the allowedCallingNumbers value to set.
+     * @return the CreateSipTelephonyBindingInput object itself.
+     */
+    @Generated
+    public CreateSipTelephonyBindingInput setAllowedCallingNumbers(List<String> allowedCallingNumbers) {
+        this.allowedCallingNumbers = allowedCallingNumbers;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public CreateSipTelephonyBindingInput setLabel(String label) {
+        super.setLabel(label);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("connection_name", getConnectionName());
+        jsonWriter.writeStringField("label", getLabel());
+        jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
+        jsonWriter.writeStringField("phone_number", this.phoneNumber);
+        jsonWriter.writeArrayField("allowed_calling_numbers", this.allowedCallingNumbers,
+            (writer, element) -> writer.writeString(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of CreateSipTelephonyBindingInput from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of CreateSipTelephonyBindingInput if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the CreateSipTelephonyBindingInput.
+     */
+    @Generated
+    public static CreateSipTelephonyBindingInput fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String connectionName = null;
+            String label = null;
+            TelephonyProvider provider = TelephonyProvider.SIP;
+            String phoneNumber = null;
+            List<String> allowedCallingNumbers = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("connection_name".equals(fieldName)) {
+                    connectionName = reader.getString();
+                } else if ("label".equals(fieldName)) {
+                    label = reader.getString();
+                } else if ("provider".equals(fieldName)) {
+                    provider = TelephonyProvider.fromString(reader.getString());
+                } else if ("phone_number".equals(fieldName)) {
+                    phoneNumber = reader.getString();
+                } else if ("allowed_calling_numbers".equals(fieldName)) {
+                    allowedCallingNumbers = reader.readArray(reader1 -> reader1.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            CreateSipTelephonyBindingInput deserializedCreateSipTelephonyBindingInput
+                = new CreateSipTelephonyBindingInput(connectionName);
+            deserializedCreateSipTelephonyBindingInput.setLabel(label);
+            deserializedCreateSipTelephonyBindingInput.provider = provider;
+            deserializedCreateSipTelephonyBindingInput.phoneNumber = phoneNumber;
+            deserializedCreateSipTelephonyBindingInput.allowedCallingNumbers = allowedCallingNumbers;
+            return deserializedCreateSipTelephonyBindingInput;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java
index d8e8c0a3c47d6..fd2a80a017ebc 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java
@@ -133,6 +133,8 @@ public static CreateTelephonyBindingInput fromJson(JsonReader jsonReader) throws
                     return CreateTeamsPhoneExtensibilityTelephonyBindingInput.fromJson(readerToUse.reset());
                 } else if ("twilio".equals(discriminatorValue)) {
                     return CreateTwilioTelephonyBindingInput.fromJson(readerToUse.reset());
+                } else if ("sip".equals(discriminatorValue)) {
+                    return CreateSipTelephonyBindingInput.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java
index 7b0c58be7f0e5..eedb54512f582 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java
@@ -28,8 +28,8 @@ public final class CreateTelephonyCallJobInput implements JsonSerializable<Creat
     private final TelephonyOutboundDestination destination;
 
     /*
-     * The Foundry connection name in the current project used to originate the call. Its category selects Twilio or
-     * Azure Communication Services / Teams Phone extensibility. No inbound telephony binding is required.
+     * The Foundry connection name in the current project used to originate the call. Its category selects Twilio, Azure
+     * Communication Services / Teams Phone extensibility, or SIP. No inbound telephony binding is required.
      */
     @Generated
     private final String connectionName;
@@ -95,8 +95,8 @@ public TelephonyOutboundDestination getDestination() {
 
     /**
      * Get the connectionName property: The Foundry connection name in the current project used to originate the call.
-     * Its category selects Twilio or Azure Communication Services / Teams Phone extensibility. No inbound telephony
-     * binding is required.
+     * Its category selects Twilio, Azure Communication Services / Teams Phone extensibility, or SIP. No inbound
+     * telephony binding is required.
      *
      * @return the connectionName value.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InlineVoiceSubagent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InlineVoiceSubagent.java
new file mode 100644
index 0000000000000..ed57df4405cf6
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/InlineVoiceSubagent.java
@@ -0,0 +1,619 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * One inline voice subagent owned and versioned with its parent Voice Agent, not a separate Agent resource.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class InlineVoiceSubagent implements JsonSerializable<InlineVoiceSubagent> {
+
+    /*
+     * The subagent identifier. New Handoff authoring requires `$entrypoint` as the first subagent; other values use the
+     * normal handoff ID grammar.
+     */
+    @Generated
+    private final String id;
+
+    /*
+     * The definition source. This phase supports only `inline`; referenced Agent resources are deferred.
+     */
+    @Generated
+    private final String source = "inline";
+
+    /*
+     * The interaction interface. This phase supports only `voice`; text delegation is deferred.
+     */
+    @Generated
+    private final String interfaceProperty = "voice";
+
+    /*
+     * A non-empty display-only description of the specialist behavior. This value is not provided to the model.
+     */
+    @Generated
+    private final String displayDescription;
+
+    /*
+     * The target model for a cascaded graph. Realtime graphs reject this property and retain the connection model.
+     */
+    @Generated
+    private String model;
+
+    /*
+     * Subagent-specific instructions. With default inheritance, non-empty instructions follow the original top-level
+     * instructions. Omission, null, or an empty string adds nothing after that base. With inheritance disabled, only
+     * this value applies.
+     */
+    @Generated
+    private String instructions;
+
+    /*
+     * Whether the subagent inherits the original top-level instructions before applying its own non-empty instructions.
+     * Defaults to true; set to false to opt out.
+     */
+    @Generated
+    private Boolean inheritBaseInstructions;
+
+    /*
+     * Customer tools available to this subagent. Omission or null selects an empty customer tool set.
+     */
+    @Generated
+    private List<VoiceAgentTool> tools;
+
+    /*
+     * Tool-selection behavior for this subagent. If omitted, the service defaults to auto. Null also selects auto.
+     */
+    @Generated
+    private BinaryData toolChoice;
+
+    /*
+     * The output voice configuration activated for this subagent, using the same flat voice fields as the top-level
+     * audio output. Omission inherits the entrypoint configuration; a supplied object replaces the voice-specific
+     * settings.
+     */
+    @Generated
+    private VoiceAgentVoiceConfiguration audioOutput;
+
+    /*
+     * The sampling temperature for a compatible subagent model, from 0 through 2.
+     */
+    @Generated
+    private Double temperature;
+
+    /*
+     * The maximum output-token count for one response while this subagent is active.
+     */
+    @Generated
+    private BinaryData maxResponseOutputTokens;
+
+    /*
+     * Reasoning effort for a compatible subagent model.
+     */
+    @Generated
+    private VoiceAgentHandoffReasoningEffort reasoningEffort;
+
+    /*
+     * Voice-optimized instruction adaptation for this subagent. Null disables adaptation.
+     */
+    @Generated
+    private VoiceAgentHandoffVoiceAdaptation voiceAdaptation;
+
+    /*
+     * Interim-response settings for this subagent. Null disables interim responses.
+     */
+    @Generated
+    private VoiceAgentInterimResponseConfiguration interimResponse;
+
+    /*
+     * Outgoing handoffs from this subagent. The containing subagent supplies each condition's source. The service
+     * permits at most 128 conditions across the entire Agent.
+     */
+    @Generated
+    private List<VoiceAgentHandoffCondition> handoffConditions;
+
+    /**
+     * Creates an instance of InlineVoiceSubagent class.
+     *
+     * @param id the id value to set.
+     * @param displayDescription the displayDescription value to set.
+     */
+    @Generated
+    public InlineVoiceSubagent(String id, String displayDescription) {
+        this.id = id;
+        this.displayDescription = displayDescription;
+    }
+
+    /**
+     * Get the id property: The subagent identifier. New Handoff authoring requires `$entrypoint` as the first subagent;
+     * other values use the normal handoff ID grammar.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Get the source property: The definition source. This phase supports only `inline`; referenced Agent resources are
+     * deferred.
+     *
+     * @return the source value.
+     */
+    @Generated
+    public String getSource() {
+        return this.source;
+    }
+
+    /**
+     * Get the interfaceProperty property: The interaction interface. This phase supports only `voice`; text delegation
+     * is deferred.
+     *
+     * @return the interfaceProperty value.
+     */
+    @Generated
+    public String getInterfaceProperty() {
+        return this.interfaceProperty;
+    }
+
+    /**
+     * Get the displayDescription property: A non-empty display-only description of the specialist behavior. This value
+     * is not provided to the model.
+     *
+     * @return the displayDescription value.
+     */
+    @Generated
+    public String getDisplayDescription() {
+        return this.displayDescription;
+    }
+
+    /**
+     * Get the model property: The target model for a cascaded graph. Realtime graphs reject this property and retain
+     * the connection model.
+     *
+     * @return the model value.
+     */
+    @Generated
+    public String getModel() {
+        return this.model;
+    }
+
+    /**
+     * Set the model property: The target model for a cascaded graph. Realtime graphs reject this property and retain
+     * the connection model.
+     *
+     * @param model the model value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setModel(String model) {
+        this.model = model;
+        return this;
+    }
+
+    /**
+     * Get the instructions property: Subagent-specific instructions. With default inheritance, non-empty instructions
+     * follow the original top-level instructions. Omission, null, or an empty string adds nothing after that base. With
+     * inheritance disabled, only this value applies.
+     *
+     * @return the instructions value.
+     */
+    @Generated
+    public String getInstructions() {
+        return this.instructions;
+    }
+
+    /**
+     * Set the instructions property: Subagent-specific instructions. With default inheritance, non-empty instructions
+     * follow the original top-level instructions. Omission, null, or an empty string adds nothing after that base. With
+     * inheritance disabled, only this value applies.
+     *
+     * @param instructions the instructions value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setInstructions(String instructions) {
+        this.instructions = instructions;
+        return this;
+    }
+
+    /**
+     * Get the inheritBaseInstructions property: Whether the subagent inherits the original top-level instructions
+     * before applying its own non-empty instructions. Defaults to true; set to false to opt out.
+     *
+     * @return the inheritBaseInstructions value.
+     */
+    @Generated
+    public Boolean isInheritBaseInstructions() {
+        return this.inheritBaseInstructions;
+    }
+
+    /**
+     * Set the inheritBaseInstructions property: Whether the subagent inherits the original top-level instructions
+     * before applying its own non-empty instructions. Defaults to true; set to false to opt out.
+     *
+     * @param inheritBaseInstructions the inheritBaseInstructions value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setInheritBaseInstructions(Boolean inheritBaseInstructions) {
+        this.inheritBaseInstructions = inheritBaseInstructions;
+        return this;
+    }
+
+    /**
+     * Get the tools property: Customer tools available to this subagent. Omission or null selects an empty customer
+     * tool set.
+     *
+     * @return the tools value.
+     */
+    @Generated
+    public List<VoiceAgentTool> getTools() {
+        return this.tools;
+    }
+
+    /**
+     * Set the tools property: Customer tools available to this subagent. Omission or null selects an empty customer
+     * tool set.
+     *
+     * @param tools the tools value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setTools(List<VoiceAgentTool> tools) {
+        this.tools = tools;
+        return this;
+    }
+
+    /**
+     * Get the toolChoice property: Tool-selection behavior for this subagent. If omitted, the service defaults to auto.
+     * Null also selects auto.
+     *
+     * @return the tool choice, or {@code null} when absent or JSON null.
+     */
+    public VoiceAgentToolChoice getToolChoice() {
+        return this.toolChoice == null ? null : this.toolChoice.toObject(VoiceAgentToolChoice.class);
+    }
+
+    /**
+     * Set the toolChoice property: Tool-selection behavior for this subagent. If omitted, the service defaults to auto.
+     * Null also selects auto.
+     *
+     * @param toolChoice the tool choice, or {@code null} to clear the property.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    public InlineVoiceSubagent setToolChoice(VoiceAgentToolChoice toolChoice) {
+        this.toolChoice = toolChoice == null ? null : BinaryData.fromObject(toolChoice);
+        return this;
+    }
+
+    /**
+     * Get the audioOutput property: The output voice configuration activated for this subagent, using the same flat
+     * voice fields as the top-level audio output. Omission inherits the entrypoint configuration; a supplied object
+     * replaces the voice-specific settings.
+     *
+     * @return the audioOutput value.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration getAudioOutput() {
+        return this.audioOutput;
+    }
+
+    /**
+     * Set the audioOutput property: The output voice configuration activated for this subagent, using the same flat
+     * voice fields as the top-level audio output. Omission inherits the entrypoint configuration; a supplied object
+     * replaces the voice-specific settings.
+     *
+     * @param audioOutput the audioOutput value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setAudioOutput(VoiceAgentVoiceConfiguration audioOutput) {
+        this.audioOutput = audioOutput;
+        return this;
+    }
+
+    /**
+     * Get the temperature property: The sampling temperature for a compatible subagent model, from 0 through 2.
+     *
+     * @return the temperature value.
+     */
+    @Generated
+    public Double getTemperature() {
+        return this.temperature;
+    }
+
+    /**
+     * Set the temperature property: The sampling temperature for a compatible subagent model, from 0 through 2.
+     *
+     * @param temperature the temperature value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setTemperature(Double temperature) {
+        this.temperature = temperature;
+        return this;
+    }
+
+    /**
+     * Get the maxResponseOutputTokens property: The maximum output-token count for one response while this subagent is
+     * active.
+     *
+     * @return the maxResponseOutputTokens value.
+     */
+    public VoiceAgentMaxOutputTokens getMaxResponseOutputTokens() {
+        // AI Tooling: union type
+        return this.maxResponseOutputTokens == null
+            ? null
+            : this.maxResponseOutputTokens.toObject(VoiceAgentMaxOutputTokens.class);
+    }
+
+    /**
+     * Set the maxResponseOutputTokens property: The maximum output-token count for one response while this subagent is
+     * active.
+     *
+     * @param maxResponseOutputTokens the maxResponseOutputTokens value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    public InlineVoiceSubagent setMaxResponseOutputTokens(VoiceAgentMaxOutputTokens maxResponseOutputTokens) {
+        // AI Tooling: union type
+        this.maxResponseOutputTokens
+            = maxResponseOutputTokens == null ? null : BinaryData.fromObject(maxResponseOutputTokens);
+        return this;
+    }
+
+    /**
+     * Get the reasoningEffort property: Reasoning effort for a compatible subagent model.
+     *
+     * @return the reasoningEffort value.
+     */
+    @Generated
+    public VoiceAgentHandoffReasoningEffort getReasoningEffort() {
+        return this.reasoningEffort;
+    }
+
+    /**
+     * Set the reasoningEffort property: Reasoning effort for a compatible subagent model.
+     *
+     * @param reasoningEffort the reasoningEffort value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setReasoningEffort(VoiceAgentHandoffReasoningEffort reasoningEffort) {
+        this.reasoningEffort = reasoningEffort;
+        return this;
+    }
+
+    /**
+     * Get the voiceAdaptation property: Voice-optimized instruction adaptation for this subagent. Null disables
+     * adaptation.
+     *
+     * @return the voiceAdaptation value.
+     */
+    @Generated
+    public VoiceAgentHandoffVoiceAdaptation getVoiceAdaptation() {
+        return this.voiceAdaptation;
+    }
+
+    /**
+     * Set the voiceAdaptation property: Voice-optimized instruction adaptation for this subagent. Null disables
+     * adaptation.
+     *
+     * @param voiceAdaptation the voiceAdaptation value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setVoiceAdaptation(VoiceAgentHandoffVoiceAdaptation voiceAdaptation) {
+        this.voiceAdaptation = voiceAdaptation;
+        return this;
+    }
+
+    /**
+     * Get the interimResponse property: Interim-response settings for this subagent. Null disables interim responses.
+     *
+     * @return the interimResponse value.
+     */
+    @Generated
+    public VoiceAgentInterimResponseConfiguration getInterimResponse() {
+        return this.interimResponse;
+    }
+
+    /**
+     * Set the interimResponse property: Interim-response settings for this subagent. Null disables interim responses.
+     *
+     * @param interimResponse the interimResponse value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setInterimResponse(VoiceAgentInterimResponseConfiguration interimResponse) {
+        this.interimResponse = interimResponse;
+        return this;
+    }
+
+    /**
+     * Get the handoffConditions property: Outgoing handoffs from this subagent. The containing subagent supplies each
+     * condition's source. The service permits at most 128 conditions across the entire Agent.
+     *
+     * @return the handoffConditions value.
+     */
+    @Generated
+    public List<VoiceAgentHandoffCondition> getHandoffConditions() {
+        return this.handoffConditions;
+    }
+
+    /**
+     * Set the handoffConditions property: Outgoing handoffs from this subagent. The containing subagent supplies each
+     * condition's source. The service permits at most 128 conditions across the entire Agent.
+     *
+     * @param handoffConditions the handoffConditions value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setHandoffConditions(List<VoiceAgentHandoffCondition> handoffConditions) {
+        this.handoffConditions = handoffConditions;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", this.id);
+        jsonWriter.writeStringField("source", this.source);
+        jsonWriter.writeStringField("interface", this.interfaceProperty);
+        jsonWriter.writeStringField("description", this.displayDescription);
+        jsonWriter.writeStringField("model", this.model);
+        jsonWriter.writeStringField("instructions", this.instructions);
+        jsonWriter.writeBooleanField("inherit_base_instructions", this.inheritBaseInstructions);
+        jsonWriter.writeArrayField("tools", this.tools, (writer, element) -> writer.writeJson(element));
+        if (this.toolChoice != null) {
+            jsonWriter.writeFieldName("tool_choice");
+            this.toolChoice.writeTo(jsonWriter);
+        }
+        jsonWriter.writeJsonField("audio_output", this.audioOutput);
+        jsonWriter.writeNumberField("temperature", this.temperature);
+        if (this.maxResponseOutputTokens != null) {
+            jsonWriter.writeFieldName("max_response_output_tokens");
+            this.maxResponseOutputTokens.writeTo(jsonWriter);
+        }
+        jsonWriter.writeStringField("reasoning_effort",
+            this.reasoningEffort == null ? null : this.reasoningEffort.toString());
+        jsonWriter.writeJsonField("voice_adaptation", this.voiceAdaptation);
+        jsonWriter.writeJsonField("interim_response", this.interimResponse);
+        jsonWriter.writeBooleanField("parallel_tool_calls", this.parallelToolCallsEnabled);
+        jsonWriter.writeArrayField("handoff_conditions", this.handoffConditions,
+            (writer, element) -> writer.writeJson(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of InlineVoiceSubagent from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of InlineVoiceSubagent if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the InlineVoiceSubagent.
+     */
+    @Generated
+    public static InlineVoiceSubagent fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            String displayDescription = null;
+            String model = null;
+            String instructions = null;
+            Boolean inheritBaseInstructions = null;
+            List<VoiceAgentTool> tools = null;
+            BinaryData toolChoice = null;
+            VoiceAgentVoiceConfiguration audioOutput = null;
+            Double temperature = null;
+            BinaryData maxResponseOutputTokens = null;
+            VoiceAgentHandoffReasoningEffort reasoningEffort = null;
+            VoiceAgentHandoffVoiceAdaptation voiceAdaptation = null;
+            VoiceAgentInterimResponseConfiguration interimResponse = null;
+            Boolean parallelToolCallsEnabled = null;
+            List<VoiceAgentHandoffCondition> handoffConditions = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    displayDescription = reader.getString();
+                } else if ("model".equals(fieldName)) {
+                    model = reader.getString();
+                } else if ("instructions".equals(fieldName)) {
+                    instructions = reader.getString();
+                } else if ("inherit_base_instructions".equals(fieldName)) {
+                    inheritBaseInstructions = reader.getNullable(JsonReader::getBoolean);
+                } else if ("tools".equals(fieldName)) {
+                    tools = reader.readArray(reader1 -> VoiceAgentTool.fromJson(reader1));
+                } else if ("tool_choice".equals(fieldName)) {
+                    toolChoice
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else if ("audio_output".equals(fieldName)) {
+                    audioOutput = VoiceAgentVoiceConfiguration.fromJson(reader);
+                } else if ("temperature".equals(fieldName)) {
+                    temperature = reader.getNullable(JsonReader::getDouble);
+                } else if ("max_response_output_tokens".equals(fieldName)) {
+                    maxResponseOutputTokens
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                } else if ("reasoning_effort".equals(fieldName)) {
+                    reasoningEffort = VoiceAgentHandoffReasoningEffort.fromString(reader.getString());
+                } else if ("voice_adaptation".equals(fieldName)) {
+                    voiceAdaptation = VoiceAgentHandoffVoiceAdaptation.fromJson(reader);
+                } else if ("interim_response".equals(fieldName)) {
+                    interimResponse = VoiceAgentInterimResponseConfiguration.fromJson(reader);
+                } else if ("parallel_tool_calls".equals(fieldName)) {
+                    parallelToolCallsEnabled = reader.getNullable(JsonReader::getBoolean);
+                } else if ("handoff_conditions".equals(fieldName)) {
+                    handoffConditions = reader.readArray(reader1 -> VoiceAgentHandoffCondition.fromJson(reader1));
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            InlineVoiceSubagent deserializedInlineVoiceSubagent = new InlineVoiceSubagent(id, displayDescription);
+            deserializedInlineVoiceSubagent.model = model;
+            deserializedInlineVoiceSubagent.instructions = instructions;
+            deserializedInlineVoiceSubagent.inheritBaseInstructions = inheritBaseInstructions;
+            deserializedInlineVoiceSubagent.tools = tools;
+            deserializedInlineVoiceSubagent.toolChoice = toolChoice;
+            deserializedInlineVoiceSubagent.audioOutput = audioOutput;
+            deserializedInlineVoiceSubagent.temperature = temperature;
+            deserializedInlineVoiceSubagent.maxResponseOutputTokens = maxResponseOutputTokens;
+            deserializedInlineVoiceSubagent.reasoningEffort = reasoningEffort;
+            deserializedInlineVoiceSubagent.voiceAdaptation = voiceAdaptation;
+            deserializedInlineVoiceSubagent.interimResponse = interimResponse;
+            deserializedInlineVoiceSubagent.parallelToolCallsEnabled = parallelToolCallsEnabled;
+            deserializedInlineVoiceSubagent.handoffConditions = handoffConditions;
+            return deserializedInlineVoiceSubagent;
+        });
+    }
+
+    /*
+     * Whether this subagent may call customer tools in parallel. If omitted, the service defaults to false. Subagents
+     * with outgoing handoff conditions must use `false`.
+     */
+    @Generated
+    private Boolean parallelToolCallsEnabled;
+
+    /**
+     * Get the parallelToolCallsEnabled property: Whether this subagent may call customer tools in parallel. If omitted,
+     * the service defaults to false. Subagents with outgoing handoff conditions must use `false`.
+     *
+     * @return the parallelToolCallsEnabled value.
+     */
+    @Generated
+    public Boolean isParallelToolCallsEnabled() {
+        return this.parallelToolCallsEnabled;
+    }
+
+    /**
+     * Set the parallelToolCallsEnabled property: Whether this subagent may call customer tools in parallel. If omitted,
+     * the service defaults to false. Subagents with outgoing handoff conditions must use `false`.
+     *
+     * @param parallelToolCallsEnabled the parallelToolCallsEnabled value to set.
+     * @return the InlineVoiceSubagent object itself.
+     */
+    @Generated
+    public InlineVoiceSubagent setParallelToolCallsEnabled(Boolean parallelToolCallsEnabled) {
+        this.parallelToolCallsEnabled = parallelToolCallsEnabled;
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEvent.java
index 4fe1c8e2eaed1..0d6e99aba1294 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEvent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEvent.java
@@ -171,8 +171,14 @@ public static RealtimeServerEvent fromJson(JsonReader jsonReader) throws IOExcep
                     return RealtimeResponseMcpCallFailedEvent.fromJson(readerToUse.reset());
                 } else if ("error".equals(discriminatorValue)) {
                     return RealtimeErrorEvent.fromJson(readerToUse.reset());
+                } else if ("session.handoff.started".equals(discriminatorValue)) {
+                    return VoiceAgentSessionHandoffStartedEvent.fromJson(readerToUse.reset());
+                } else if ("session.handoff.aborted".equals(discriminatorValue)) {
+                    return VoiceAgentSessionHandoffAbortedEvent.fromJson(readerToUse.reset());
                 } else if ("session.subagent.started".equals(discriminatorValue)) {
                     return VoiceAgentSessionSubagentStartedEvent.fromJson(readerToUse.reset());
+                } else if ("session.subagent.completed".equals(discriminatorValue)) {
+                    return VoiceAgentSessionSubagentCompletedEvent.fromJson(readerToUse.reset());
                 } else if ("session.subagent.aborted".equals(discriminatorValue)) {
                     return VoiceAgentSessionSubagentAbortedEvent.fromJson(readerToUse.reset());
                 } else if ("warning".equals(discriminatorValue)) {
@@ -201,8 +207,8 @@ public static RealtimeServerEvent fromJson(JsonReader jsonReader) throws IOExcep
                     return VoiceAgentResponseAnimationVisemeDoneEvent.fromJson(readerToUse.reset());
                 } else if ("response.video.delta".equals(discriminatorValue)) {
                     return VoiceAgentResponseVideoDeltaEvent.fromJson(readerToUse.reset());
-                } else if ("session.subagent.completed".equals(discriminatorValue)) {
-                    return VoiceAgentSessionSubagentCompletedEvent.fromJson(readerToUse.reset());
+                } else if ("session.handoff.completed".equals(discriminatorValue)) {
+                    return VoiceAgentSessionHandoffCompletedEvent.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEventType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEventType.java
index 01c8dabe50f33..603851e627a1b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEventType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEventType.java
@@ -440,4 +440,42 @@ public static RealtimeServerEventType fromString(String name) {
     public static Collection<RealtimeServerEventType> values() {
         return values(RealtimeServerEventType.class);
     }
+
+    /**
+     * An incremental fragment of model-generated system-tool arguments.
+     */
+    @Generated
+    public static final RealtimeServerEventType RESPONSE_SYSTEM_TOOL_ARGUMENTS_DELTA
+        = fromString("response.system_tool_arguments.delta");
+
+    /**
+     * The complete model-generated system-tool arguments, not a provider outcome.
+     */
+    @Generated
+    public static final RealtimeServerEventType RESPONSE_SYSTEM_TOOL_ARGUMENTS_DONE
+        = fromString("response.system_tool_arguments.done");
+
+    /**
+     * An asynchronous collection or telephony-operation outcome.
+     */
+    @Generated
+    public static final RealtimeServerEventType INPUT_COLLECTION_STATUS = fromString("input_collection.status");
+
+    /**
+     * Static value session.handoff.started for RealtimeServerEventType.
+     */
+    @Generated
+    public static final RealtimeServerEventType SESSION_HANDOFF_STARTED = fromString("session.handoff.started");
+
+    /**
+     * Static value session.handoff.completed for RealtimeServerEventType.
+     */
+    @Generated
+    public static final RealtimeServerEventType SESSION_HANDOFF_COMPLETED = fromString("session.handoff.completed");
+
+    /**
+     * Static value session.handoff.aborted for RealtimeServerEventType.
+     */
+    @Generated
+    public static final RealtimeServerEventType SESSION_HANDOFF_ABORTED = fromString("session.handoff.aborted");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfiguration.java
index 36b101c877412..1e9d087a26977 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfiguration.java
@@ -16,11 +16,7 @@
 import com.openai.models.realtime.RealtimeSessionCreateRequest.OutputModality;
 import com.openai.models.realtime.RealtimeToolsConfigUnion;
 import com.openai.models.realtime.RealtimeTruncationRetentionRatio;
-import com.openai.models.responses.ResponseCreateParams;
 import com.openai.models.responses.ResponsePrompt;
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
 import java.io.IOException;
 import java.util.List;
 
@@ -359,23 +355,21 @@ public RealtimeSessionConfiguration setToolsAsOpenAITools(List<RealtimeToolsConf
      * Get the toolChoice property: How the model chooses tools. Provide one of the string modes or force a specific
      * function/MCP tool.
      *
-     * @return the toolChoice value.
+     * @return the tool choice, or {@code null} when absent or JSON null.
      */
-    BinaryData getToolChoice() {
-        // AI Tooling: union type
-        return this.toolChoice;
+    public VoiceAgentToolChoice getToolChoice() {
+        return this.toolChoice == null ? null : this.toolChoice.toObject(VoiceAgentToolChoice.class);
     }
 
     /**
      * Set the toolChoice property: How the model chooses tools. Provide one of the string modes or force a specific
      * function/MCP tool.
      *
-     * @param toolChoice the toolChoice value to set.
+     * @param toolChoice the tool choice, or {@code null} to clear the property.
      * @return the RealtimeSessionConfiguration object itself.
      */
-    RealtimeSessionConfiguration setToolChoice(BinaryData toolChoice) {
-        // AI Tooling: union type
-        this.toolChoice = toolChoice;
+    public RealtimeSessionConfiguration setToolChoice(VoiceAgentToolChoice toolChoice) {
+        this.toolChoice = toolChoice == null ? null : BinaryData.fromObject(toolChoice);
         return this;
     }
 
@@ -433,9 +427,9 @@ public RealtimeSessionConfiguration setReasoning(RealtimeReasoning reasoning) {
      *
      * @return the maxOutputTokens value.
      */
-    BinaryData getMaxOutputTokens() {
+    public VoiceAgentMaxOutputTokens getMaxOutputTokens() {
         // AI Tooling: union type
-        return this.maxOutputTokens;
+        return this.maxOutputTokens == null ? null : this.maxOutputTokens.toObject(VoiceAgentMaxOutputTokens.class);
     }
 
     /**
@@ -447,9 +441,9 @@ BinaryData getMaxOutputTokens() {
      * @param maxOutputTokens the maxOutputTokens value to set.
      * @return the RealtimeSessionConfiguration object itself.
      */
-    RealtimeSessionConfiguration setMaxOutputTokens(BinaryData maxOutputTokens) {
+    public RealtimeSessionConfiguration setMaxOutputTokens(VoiceAgentMaxOutputTokens maxOutputTokens) {
         // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens;
+        this.maxOutputTokens = maxOutputTokens == null ? null : BinaryData.fromObject(maxOutputTokens);
         return this;
     }
 
@@ -654,146 +648,6 @@ public RealtimeSessionConfiguration setTracing(RealtimeSessionTracingConfigurati
         return this;
     }
 
-    /**
-     * Set the toolChoice property: How the model chooses tools.
-     *
-     * @param toolChoice the {@link ToolChoiceOptions} mode to set ({@code NONE}, {@code AUTO} or {@code REQUIRED}).
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setToolChoice(ToolChoiceOptions toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Set the toolChoice property to a specific function tool: How the model chooses tools.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceFunction} to set, or null to clear.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setToolChoice(ToolChoiceFunction toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceFunction}: How the model chooses tools.
-     *
-     * @return the toolChoice value as a ToolChoiceFunction, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceFunction getToolChoiceAsToolChoiceFunction() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isFunction()) {
-            return null;
-        }
-        return choice.asFunction();
-    }
-
-    /**
-     * Set the toolChoice property to a specific MCP tool: How the model chooses tools.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceMcp} to set, or null to clear.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setToolChoice(ToolChoiceMcp toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceMcp}: How the model chooses tools.
-     *
-     * @return the toolChoice value as a ToolChoiceMcp, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceMcp getToolChoiceAsToolChoiceMcp() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isMcp()) {
-            return null;
-        }
-        return choice.asMcp();
-    }
-
-    private ResponseCreateParams.ToolChoice getOpenAIToolChoice() {
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!json.startsWith("{")) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ResponseCreateParams.ToolChoice.class);
-    }
-
-    /**
-     * Set the maxOutputTokens property: Maximum number of output tokens for a single assistant response.
-     *
-     * @param maxOutputTokens the maximum number of output tokens to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setMaxOutputTokens(long maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = BinaryData.fromObject(maxOutputTokens);
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response.
-     *
-     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
-     */
-    public Long getMaxOutputTokensAsLong() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(Long.class);
-    }
-
-    /**
-     * Set the maxOutputTokens property: Maximum number of output tokens for a single assistant response.
-     *
-     * @param maxOutputTokens the token-limit string to set, for example {@code "inf"} for an unlimited count.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setMaxOutputTokens(String maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens == null ? null : BinaryData.fromObject(maxOutputTokens);
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response.
-     *
-     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public String getMaxOutputTokensAsString() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(String.class);
-    }
-
     /**
      * Set the truncation property: The truncation policy for the session.
      *
@@ -836,25 +690,6 @@ public RealtimeSessionConfiguration setTruncation(RealtimeTruncationRetentionRat
         return this;
     }
 
-    /**
-     * Get the toolChoice property: How the model chooses tools.
-     *
-     * @return the toolChoice value as a {@link ToolChoiceOptions}, or {@code null} when it is not set or holds another
-     * variant.
-     */
-    public ToolChoiceOptions getToolChoiceAsToolChoiceOptions() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return OpenAIJsonHelper.fromBinaryData(this.toolChoice, ToolChoiceOptions.class);
-    }
-
     /**
      * Set the model property: The Realtime model used for this session.
      *
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBinding.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBinding.java
new file mode 100644
index 0000000000000..272d526e3e279
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBinding.java
@@ -0,0 +1,157 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * A SIP binding.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class SipTelephonyBinding extends TelephonyBinding {
+
+    /*
+     * The telephony provider.
+     */
+    @Generated
+    private TelephonyProvider provider = TelephonyProvider.SIP;
+
+    /*
+     * For UI display only.
+     */
+    @Generated
+    private String phoneNumber;
+
+    /*
+     * Omit or send [] to allow any caller. Entries match the entire normalized E.164 caller number.
+     */
+    @Generated
+    private List<String> allowedCallingNumbers;
+
+    /**
+     * Creates an instance of SipTelephonyBinding class.
+     *
+     * @param id the id value to set.
+     * @param connectionName the connectionName value to set.
+     * @param status the status value to set.
+     * @param incomingCallUrl the incomingCallUrl value to set.
+     */
+    @Generated
+    private SipTelephonyBinding(String id, String connectionName, TelephonyBindingStatus status,
+        String incomingCallUrl) {
+        super(id, connectionName, status, incomingCallUrl);
+    }
+
+    /**
+     * Get the provider property: The telephony provider.
+     *
+     * @return the provider value.
+     */
+    @Generated
+    @Override
+    public TelephonyProvider getProvider() {
+        return this.provider;
+    }
+
+    /**
+     * Get the phoneNumber property: For UI display only.
+     *
+     * @return the phoneNumber value.
+     */
+    @Generated
+    public String getPhoneNumber() {
+        return this.phoneNumber;
+    }
+
+    /**
+     * Get the allowedCallingNumbers property: Omit or send [] to allow any caller. Entries match the entire normalized
+     * E.164 caller number.
+     *
+     * @return the allowedCallingNumbers value.
+     */
+    @Generated
+    public List<String> getAllowedCallingNumbers() {
+        return this.allowedCallingNumbers;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", getId());
+        jsonWriter.writeStringField("connection_name", getConnectionName());
+        jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().toString());
+        jsonWriter.writeStringField("incoming_call_url", getIncomingCallUrl());
+        jsonWriter.writeStringField("label", getLabel());
+        jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
+        jsonWriter.writeStringField("phone_number", this.phoneNumber);
+        jsonWriter.writeArrayField("allowed_calling_numbers", this.allowedCallingNumbers,
+            (writer, element) -> writer.writeString(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of SipTelephonyBinding from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of SipTelephonyBinding if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the SipTelephonyBinding.
+     */
+    @Generated
+    public static SipTelephonyBinding fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            String connectionName = null;
+            TelephonyBindingStatus status = null;
+            String incomingCallUrl = null;
+            String label = null;
+            TelephonyProvider provider = TelephonyProvider.SIP;
+            String phoneNumber = null;
+            List<String> allowedCallingNumbers = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("connection_name".equals(fieldName)) {
+                    connectionName = reader.getString();
+                } else if ("status".equals(fieldName)) {
+                    status = TelephonyBindingStatus.fromString(reader.getString());
+                } else if ("incoming_call_url".equals(fieldName)) {
+                    incomingCallUrl = reader.getString();
+                } else if ("label".equals(fieldName)) {
+                    label = reader.getString();
+                } else if ("provider".equals(fieldName)) {
+                    provider = TelephonyProvider.fromString(reader.getString());
+                } else if ("phone_number".equals(fieldName)) {
+                    phoneNumber = reader.getString();
+                } else if ("allowed_calling_numbers".equals(fieldName)) {
+                    allowedCallingNumbers = reader.readArray(reader1 -> reader1.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            SipTelephonyBinding deserializedSipTelephonyBinding
+                = new SipTelephonyBinding(id, connectionName, status, incomingCallUrl);
+            deserializedSipTelephonyBinding.setLabel(label);
+            deserializedSipTelephonyBinding.provider = provider;
+            deserializedSipTelephonyBinding.phoneNumber = phoneNumber;
+            deserializedSipTelephonyBinding.allowedCallingNumbers = allowedCallingNumbers;
+            return deserializedSipTelephonyBinding;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBindingListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBindingListItem.java
new file mode 100644
index 0000000000000..32c4448d73399
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBindingListItem.java
@@ -0,0 +1,161 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * A SIP binding returned in a list, including its entity tag.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class SipTelephonyBindingListItem extends TelephonyBindingListItem {
+
+    /*
+     * The telephony provider.
+     */
+    @Generated
+    private TelephonyProvider provider = TelephonyProvider.SIP;
+
+    /*
+     * For UI display only.
+     */
+    @Generated
+    private String phoneNumber;
+
+    /*
+     * Omit or send [] to allow any caller. Entries match the entire normalized E.164 caller number.
+     */
+    @Generated
+    private List<String> allowedCallingNumbers;
+
+    /**
+     * Creates an instance of SipTelephonyBindingListItem class.
+     *
+     * @param id the id value to set.
+     * @param connectionName the connectionName value to set.
+     * @param status the status value to set.
+     * @param incomingCallUrl the incomingCallUrl value to set.
+     */
+    @Generated
+    private SipTelephonyBindingListItem(String id, String connectionName, TelephonyBindingStatus status,
+        String incomingCallUrl) {
+        super(id, connectionName, status, incomingCallUrl);
+    }
+
+    /**
+     * Get the provider property: The telephony provider.
+     *
+     * @return the provider value.
+     */
+    @Generated
+    @Override
+    public TelephonyProvider getProvider() {
+        return this.provider;
+    }
+
+    /**
+     * Get the phoneNumber property: For UI display only.
+     *
+     * @return the phoneNumber value.
+     */
+    @Generated
+    public String getPhoneNumber() {
+        return this.phoneNumber;
+    }
+
+    /**
+     * Get the allowedCallingNumbers property: Omit or send [] to allow any caller. Entries match the entire normalized
+     * E.164 caller number.
+     *
+     * @return the allowedCallingNumbers value.
+     */
+    @Generated
+    public List<String> getAllowedCallingNumbers() {
+        return this.allowedCallingNumbers;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", getId());
+        jsonWriter.writeStringField("connection_name", getConnectionName());
+        jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().toString());
+        jsonWriter.writeStringField("incoming_call_url", getIncomingCallUrl());
+        jsonWriter.writeStringField("label", getLabel());
+        jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
+        jsonWriter.writeStringField("phone_number", this.phoneNumber);
+        jsonWriter.writeArrayField("allowed_calling_numbers", this.allowedCallingNumbers,
+            (writer, element) -> writer.writeString(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of SipTelephonyBindingListItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of SipTelephonyBindingListItem if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the SipTelephonyBindingListItem.
+     */
+    @Generated
+    public static SipTelephonyBindingListItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            String connectionName = null;
+            TelephonyBindingStatus status = null;
+            String incomingCallUrl = null;
+            String eTag = null;
+            String label = null;
+            TelephonyProvider provider = TelephonyProvider.SIP;
+            String phoneNumber = null;
+            List<String> allowedCallingNumbers = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("connection_name".equals(fieldName)) {
+                    connectionName = reader.getString();
+                } else if ("status".equals(fieldName)) {
+                    status = TelephonyBindingStatus.fromString(reader.getString());
+                } else if ("incoming_call_url".equals(fieldName)) {
+                    incomingCallUrl = reader.getString();
+                } else if ("etag".equals(fieldName)) {
+                    eTag = reader.getString();
+                } else if ("label".equals(fieldName)) {
+                    label = reader.getString();
+                } else if ("provider".equals(fieldName)) {
+                    provider = TelephonyProvider.fromString(reader.getString());
+                } else if ("phone_number".equals(fieldName)) {
+                    phoneNumber = reader.getString();
+                } else if ("allowed_calling_numbers".equals(fieldName)) {
+                    allowedCallingNumbers = reader.readArray(reader1 -> reader1.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            SipTelephonyBindingListItem deserializedSipTelephonyBindingListItem
+                = new SipTelephonyBindingListItem(id, connectionName, status, incomingCallUrl);
+            deserializedSipTelephonyBindingListItem.setETag(eTag);
+            deserializedSipTelephonyBindingListItem.setLabel(label);
+            deserializedSipTelephonyBindingListItem.provider = provider;
+            deserializedSipTelephonyBindingListItem.phoneNumber = phoneNumber;
+            deserializedSipTelephonyBindingListItem.allowedCallingNumbers = allowedCallingNumbers;
+            return deserializedSipTelephonyBindingListItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java
index 35518decb6848..eb14d0a89a1bd 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java
@@ -44,7 +44,7 @@ public class TelephonyBinding implements JsonSerializable<TelephonyBinding> {
     private final TelephonyBindingStatus status;
 
     /*
-     * The service-generated webhook URL to configure with the telephony provider.
+     * The service-generated webhook URL to configure with the telephony provider. For SIP bindings, this is a SIP URI.
      */
     @Generated
     private final String incomingCallUrl;
@@ -119,7 +119,8 @@ public TelephonyBindingStatus getStatus() {
     }
 
     /**
-     * Get the incomingCallUrl property: The service-generated webhook URL to configure with the telephony provider.
+     * Get the incomingCallUrl property: The service-generated webhook URL to configure with the telephony provider. For
+     * SIP bindings, this is a SIP URI.
      *
      * @return the incomingCallUrl value.
      */
@@ -175,6 +176,8 @@ public static TelephonyBinding fromJson(JsonReader jsonReader) throws IOExceptio
                     return TeamsPhoneExtensibilityTelephonyBinding.fromJson(readerToUse.reset());
                 } else if ("twilio".equals(discriminatorValue)) {
                     return TwilioTelephonyBinding.fromJson(readerToUse.reset());
+                } else if ("sip".equals(discriminatorValue)) {
+                    return SipTelephonyBinding.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java
index 66fced7f239bd..9b7eb075f2e95 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java
@@ -44,7 +44,7 @@ public class TelephonyBindingListItem implements JsonSerializable<TelephonyBindi
     private final TelephonyBindingStatus status;
 
     /*
-     * The service-generated webhook URL to configure with the telephony provider.
+     * The service-generated webhook URL to configure with the telephony provider. For SIP bindings, this is a SIP URI.
      */
     @Generated
     private final String incomingCallUrl;
@@ -119,7 +119,8 @@ public TelephonyBindingStatus getStatus() {
     }
 
     /**
-     * Get the incomingCallUrl property: The service-generated webhook URL to configure with the telephony provider.
+     * Get the incomingCallUrl property: The service-generated webhook URL to configure with the telephony provider. For
+     * SIP bindings, this is a SIP URI.
      *
      * @return the incomingCallUrl value.
      */
@@ -175,6 +176,8 @@ public static TelephonyBindingListItem fromJson(JsonReader jsonReader) throws IO
                     return TeamsPhoneExtensibilityTelephonyBindingListItem.fromJson(readerToUse.reset());
                 } else if ("twilio".equals(discriminatorValue)) {
                     return TwilioTelephonyBindingListItem.fromJson(readerToUse.reset());
+                } else if ("sip".equals(discriminatorValue)) {
+                    return SipTelephonyBindingListItem.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java
index c45eaf6b1e47f..cb0fd62532f39 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java
@@ -395,8 +395,8 @@ public static TelephonyCallJob fromJson(JsonReader jsonReader) throws IOExceptio
     }
 
     /*
-     * The Foundry connection name in the current project used to originate the call. Its category selects Twilio or
-     * Azure Communication Services / Teams Phone extensibility. No inbound telephony binding is required.
+     * The Foundry connection name in the current project used to originate the call. Its category selects Twilio, Azure
+     * Communication Services / Teams Phone extensibility, or SIP. No inbound telephony binding is required.
      */
     @Generated
     private final String connectionName;
@@ -412,8 +412,8 @@ public static TelephonyCallJob fromJson(JsonReader jsonReader) throws IOExceptio
 
     /**
      * Get the connectionName property: The Foundry connection name in the current project used to originate the call.
-     * Its category selects Twilio or Azure Communication Services / Teams Phone extensibility. No inbound telephony
-     * binding is required.
+     * Its category selects Twilio, Azure Communication Services / Teams Phone extensibility, or SIP. No inbound
+     * telephony binding is required.
      *
      * @return the connectionName value.
      */
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyProvider.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyProvider.java
index 186b65b4613cd..11f991092c76e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyProvider.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyProvider.java
@@ -57,4 +57,10 @@ public static Collection<TelephonyProvider> values() {
      */
     @Generated
     public static final TelephonyProvider TEAMS_PHONE_EXTENSIBILITY = fromString("teams_phone_extensibility");
+
+    /**
+     * Session Initiation Protocol.
+     */
+    @Generated
+    public static final TelephonyProvider SIP = fromString("sip");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java
index 79aaee8a3f24a..43122499052ea 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java
@@ -13,6 +13,7 @@
 import com.azure.json.JsonWriter;
 import java.io.IOException;
 import java.util.HashSet;
+import java.util.List;
 import java.util.Set;
 
 /**
@@ -36,15 +37,15 @@ public final class UpdateTelephonyBindingInput implements JsonSerializable<Updat
     private String label;
 
     /*
-     * The replacement Foundry connection name. This property is valid only for a Teams Phone extensibility binding; a
+     * The replacement Foundry connection name. This property is valid for Teams Phone extensibility and SIP bindings; a
      * Twilio binding's connection is immutable.
      */
     @Generated
     private String connectionName;
 
     /*
-     * The replacement Teams Phone extensibility display phone number. Omit it to preserve the current value; use null
-     * to clear it. This property is valid only for a Teams Phone extensibility binding.
+     * The replacement Teams Phone extensibility or SIP display phone number. Omit it to preserve the current value; use
+     * null to clear it. This property is valid only for Teams Phone extensibility and SIP bindings.
      */
     @Generated
     private String phoneNumber;
@@ -137,8 +138,8 @@ public UpdateTelephonyBindingInput setLabel(String label) {
     }
 
     /**
-     * Get the connectionName property: The replacement Foundry connection name. This property is valid only for a Teams
-     * Phone extensibility binding; a Twilio binding's connection is immutable.
+     * Get the connectionName property: The replacement Foundry connection name. This property is valid for Teams Phone
+     * extensibility and SIP bindings; a Twilio binding's connection is immutable.
      *
      * @return the connectionName value.
      */
@@ -148,8 +149,8 @@ public String getConnectionName() {
     }
 
     /**
-     * Set the connectionName property: The replacement Foundry connection name. This property is valid only for a Teams
-     * Phone extensibility binding; a Twilio binding's connection is immutable.
+     * Set the connectionName property: The replacement Foundry connection name. This property is valid for Teams Phone
+     * extensibility and SIP bindings; a Twilio binding's connection is immutable.
      *
      * @param connectionName the connectionName value to set.
      * @return the UpdateTelephonyBindingInput object itself.
@@ -162,8 +163,9 @@ public UpdateTelephonyBindingInput setConnectionName(String connectionName) {
     }
 
     /**
-     * Get the phoneNumber property: The replacement Teams Phone extensibility display phone number. Omit it to preserve
-     * the current value; use null to clear it. This property is valid only for a Teams Phone extensibility binding.
+     * Get the phoneNumber property: The replacement Teams Phone extensibility or SIP display phone number. Omit it to
+     * preserve the current value; use null to clear it. This property is valid only for Teams Phone extensibility and
+     * SIP bindings.
      *
      * @return the phoneNumber value.
      */
@@ -173,8 +175,9 @@ public String getPhoneNumber() {
     }
 
     /**
-     * Set the phoneNumber property: The replacement Teams Phone extensibility display phone number. Omit it to preserve
-     * the current value; use null to clear it. This property is valid only for a Teams Phone extensibility binding.
+     * Set the phoneNumber property: The replacement Teams Phone extensibility or SIP display phone number. Omit it to
+     * preserve the current value; use null to clear it. This property is valid only for Teams Phone extensibility and
+     * SIP bindings.
      *
      * @param phoneNumber the phoneNumber value to set.
      * @return the UpdateTelephonyBindingInput object itself.
@@ -200,6 +203,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             jsonWriter.writeStringField("label", this.label);
             jsonWriter.writeStringField("connection_name", this.connectionName);
             jsonWriter.writeStringField("phone_number", this.phoneNumber);
+            jsonWriter.writeArrayField("allowed_calling_numbers", this.allowedCallingNumbers,
+                (writer, element) -> writer.writeString(element));
             return jsonWriter.writeEndObject();
         }
     }
@@ -235,6 +240,14 @@ private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
                 jsonWriter.writeStringField("phone_number", this.phoneNumber);
             }
         }
+        if (updatedProperties.contains("allowedCallingNumbers")) {
+            if (this.allowedCallingNumbers == null) {
+                jsonWriter.writeNullField("allowed_calling_numbers");
+            } else {
+                jsonWriter.writeArrayField("allowed_calling_numbers", this.allowedCallingNumbers,
+                    (writer, element) -> writer.writeString(element));
+            }
+        }
         return jsonWriter.writeEndObject();
     }
 
@@ -262,6 +275,9 @@ public static UpdateTelephonyBindingInput fromJson(JsonReader jsonReader) throws
                     deserializedUpdateTelephonyBindingInput.connectionName = reader.getString();
                 } else if ("phone_number".equals(fieldName)) {
                     deserializedUpdateTelephonyBindingInput.phoneNumber = reader.getString();
+                } else if ("allowed_calling_numbers".equals(fieldName)) {
+                    List<String> allowedCallingNumbers = reader.readArray(reader1 -> reader1.getString());
+                    deserializedUpdateTelephonyBindingInput.allowedCallingNumbers = allowedCallingNumbers;
                 } else {
                     reader.skipChildren();
                 }
@@ -269,4 +285,33 @@ public static UpdateTelephonyBindingInput fromJson(JsonReader jsonReader) throws
             return deserializedUpdateTelephonyBindingInput;
         });
     }
+
+    /*
+     * SIP only. Omit to preserve the restriction; send [] to allow any caller.
+     */
+    @Generated
+    private List<String> allowedCallingNumbers;
+
+    /**
+     * Get the allowedCallingNumbers property: SIP only. Omit to preserve the restriction; send [] to allow any caller.
+     *
+     * @return the allowedCallingNumbers value.
+     */
+    @Generated
+    public List<String> getAllowedCallingNumbers() {
+        return this.allowedCallingNumbers;
+    }
+
+    /**
+     * Set the allowedCallingNumbers property: SIP only. Omit to preserve the restriction; send [] to allow any caller.
+     *
+     * @param allowedCallingNumbers the allowedCallingNumbers value to set.
+     * @return the UpdateTelephonyBindingInput object itself.
+     */
+    @Generated
+    public UpdateTelephonyBindingInput setAllowedCallingNumbers(List<String> allowedCallingNumbers) {
+        this.allowedCallingNumbers = allowedCallingNumbers;
+        this.updatedProperties.add("allowedCallingNumbers");
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java
index 652f10eb1f12f..3b310afba2bdc 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java
@@ -7,28 +7,18 @@
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
 import java.util.List;
 
 /**
- * Output audio configuration for a voice agent.
- * Provider-specific fields are selected by `voice_type`:
- * - `openai`: `voice` and `speed`.
- * - `azure-standard`: `voice`, `voice_locale`, `speed`, `voice_temperature`, `custom_lexicon_url`,
- * `custom_text_normalization_url`, `prefer_locales`, `style`, `pitch`, and `volume`.
- * - `azure-custom`: all `azure-standard` fields except `style`, plus `custom_voice_endpoint_id`.
- * - `azure-personal`: all `azure-standard` fields except `style`, plus `personal_voice_model`.
- * - `avatar-voice-sync`: all `azure-standard` fields except `voice` and `style`, plus `personal_voice_model`; the voice
- * name is derived from the avatar.
- * - `azure-realtime-native`: `voice` and `speed`.
- * `format` and `output_audio_timestamp_types` apply to every voice type.
+ * Output audio configuration for a voice agent. Extends the voice configuration with the session-level `format` and
+ * `output_audio_timestamp_types` settings, which apply to every voice type.
  */
 @Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class VoiceAgentAudioOutputConfiguration implements JsonSerializable<VoiceAgentAudioOutputConfiguration> {
+public final class VoiceAgentAudioOutputConfiguration extends VoiceAgentVoiceConfiguration {
 
     /*
      * The output audio format. Applies to every `voice_type` and defaults to 24 kHz PCM.
@@ -36,93 +26,6 @@ public final class VoiceAgentAudioOutputConfiguration implements JsonSerializabl
     @Generated
     private RealtimeAudioFormat format;
 
-    /*
-     * The voice name or identifier. Applies to `openai`, `azure-standard`, `azure-custom`, `azure-personal`, and
-     * `azure-realtime-native`. It does not apply to `avatar-voice-sync`, which derives the voice name from the avatar.
-     */
-    @Generated
-    private String voice;
-
-    /*
-     * The voice implementation.
-     */
-    @Generated
-    private VoiceType voiceType;
-
-    /*
-     * The enforced BCP-47 output locale. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
-     * `avatar-voice-sync`.
-     */
-    @Generated
-    private String voiceLocale;
-
-    /*
-     * The numeric output speed multiplier. Applies to all known `voice_type` values and defaults to 1.
-     */
-    @Generated
-    private Double speed;
-
-    /*
-     * The voice variation temperature. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
-     * `avatar-voice-sync`.
-     */
-    @Generated
-    private Double voiceTemperature;
-
-    /*
-     * The URL of a custom pronunciation lexicon. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
-     * `avatar-voice-sync`.
-     */
-    @Generated
-    private String customLexiconUrl;
-
-    /*
-     * The URL of a custom text-normalization configuration. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     */
-    @Generated
-    private String customTextNormalizationUrl;
-
-    /*
-     * Preferred BCP-47 locales for multilingual synthesis. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     */
-    @Generated
-    private List<String> preferredLocales;
-
-    /*
-     * The voice speaking style. Applies only when `voice_type` is `azure-standard`.
-     */
-    @Generated
-    private String style;
-
-    /*
-     * The voice pitch adjustment. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
-     * `avatar-voice-sync`.
-     */
-    @Generated
-    private String pitch;
-
-    /*
-     * The voice volume adjustment. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
-     * `avatar-voice-sync`.
-     */
-    @Generated
-    private String volume;
-
-    /*
-     * The Azure custom-voice deployment endpoint identifier. Applies only when `voice_type` is `azure-custom`.
-     */
-    @Generated
-    private String customVoiceEndpointId;
-
-    /*
-     * The Azure personal or avatar voice model. Applies only when `voice_type` is `azure-personal` or
-     * `avatar-voice-sync`.
-     */
-    @Generated
-    private String personalVoiceModel;
-
     /*
      * Timestamp kinds to include with output audio. Applies to every `voice_type`.
      */
@@ -159,312 +62,132 @@ public VoiceAgentAudioOutputConfiguration setFormat(RealtimeAudioFormat format)
     }
 
     /**
-     * Get the voice property: The voice name or identifier. Applies to `openai`, `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `azure-realtime-native`. It does not apply to `avatar-voice-sync`, which derives the voice
-     * name from the avatar.
-     *
-     * @return the voice value.
-     */
-    @Generated
-    public String getVoice() {
-        return this.voice;
-    }
-
-    /**
-     * Set the voice property: The voice name or identifier. Applies to `openai`, `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `azure-realtime-native`. It does not apply to `avatar-voice-sync`, which derives the voice
-     * name from the avatar.
-     *
-     * @param voice the voice value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setVoice(String voice) {
-        this.voice = voice;
+        super.setVoice(voice);
         return this;
     }
 
     /**
-     * Get the voiceType property: The voice implementation.
-     *
-     * @return the voiceType value.
-     */
-    @Generated
-    public VoiceType getVoiceType() {
-        return this.voiceType;
-    }
-
-    /**
-     * Set the voiceType property: The voice implementation.
-     *
-     * @param voiceType the voiceType value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setVoiceType(VoiceType voiceType) {
-        this.voiceType = voiceType;
+        super.setVoiceType(voiceType);
         return this;
     }
 
     /**
-     * Get the voiceLocale property: The enforced BCP-47 output locale. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @return the voiceLocale value.
-     */
-    @Generated
-    public String getVoiceLocale() {
-        return this.voiceLocale;
-    }
-
-    /**
-     * Set the voiceLocale property: The enforced BCP-47 output locale. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @param voiceLocale the voiceLocale value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setVoiceLocale(String voiceLocale) {
-        this.voiceLocale = voiceLocale;
+        super.setVoiceLocale(voiceLocale);
         return this;
     }
 
     /**
-     * Get the speed property: The numeric output speed multiplier. Applies to all known `voice_type` values and
-     * defaults to 1.
-     *
-     * @return the speed value.
-     */
-    @Generated
-    public Double getSpeed() {
-        return this.speed;
-    }
-
-    /**
-     * Set the speed property: The numeric output speed multiplier. Applies to all known `voice_type` values and
-     * defaults to 1.
-     *
-     * @param speed the speed value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setSpeed(Double speed) {
-        this.speed = speed;
+        super.setSpeed(speed);
         return this;
     }
 
     /**
-     * Get the voiceTemperature property: The voice variation temperature. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @return the voiceTemperature value.
-     */
-    @Generated
-    public Double getVoiceTemperature() {
-        return this.voiceTemperature;
-    }
-
-    /**
-     * Set the voiceTemperature property: The voice variation temperature. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @param voiceTemperature the voiceTemperature value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setVoiceTemperature(Double voiceTemperature) {
-        this.voiceTemperature = voiceTemperature;
+        super.setVoiceTemperature(voiceTemperature);
         return this;
     }
 
     /**
-     * Get the customLexiconUrl property: The URL of a custom pronunciation lexicon. Applies to `azure-standard`,
-     * `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @return the customLexiconUrl value.
-     */
-    @Generated
-    public String getCustomLexiconUrl() {
-        return this.customLexiconUrl;
-    }
-
-    /**
-     * Set the customLexiconUrl property: The URL of a custom pronunciation lexicon. Applies to `azure-standard`,
-     * `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @param customLexiconUrl the customLexiconUrl value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setCustomLexiconUrl(String customLexiconUrl) {
-        this.customLexiconUrl = customLexiconUrl;
+        super.setCustomLexiconUrl(customLexiconUrl);
         return this;
     }
 
     /**
-     * Get the customTextNormalizationUrl property: The URL of a custom text-normalization configuration. Applies to
-     * `azure-standard`, `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @return the customTextNormalizationUrl value.
-     */
-    @Generated
-    public String getCustomTextNormalizationUrl() {
-        return this.customTextNormalizationUrl;
-    }
-
-    /**
-     * Set the customTextNormalizationUrl property: The URL of a custom text-normalization configuration. Applies to
-     * `azure-standard`, `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @param customTextNormalizationUrl the customTextNormalizationUrl value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setCustomTextNormalizationUrl(String customTextNormalizationUrl) {
-        this.customTextNormalizationUrl = customTextNormalizationUrl;
+        super.setCustomTextNormalizationUrl(customTextNormalizationUrl);
         return this;
     }
 
     /**
-     * Get the preferredLocales property: Preferred BCP-47 locales for multilingual synthesis. Applies to
-     * `azure-standard`, `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @return the preferredLocales value.
-     */
-    @Generated
-    public List<String> getPreferredLocales() {
-        return this.preferredLocales;
-    }
-
-    /**
-     * Set the preferredLocales property: Preferred BCP-47 locales for multilingual synthesis. Applies to
-     * `azure-standard`, `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @param preferredLocales the preferredLocales value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setPreferredLocales(List<String> preferredLocales) {
-        this.preferredLocales = preferredLocales;
+        super.setPreferredLocales(preferredLocales);
         return this;
     }
 
     /**
-     * Get the style property: The voice speaking style. Applies only when `voice_type` is `azure-standard`.
-     *
-     * @return the style value.
-     */
-    @Generated
-    public String getStyle() {
-        return this.style;
-    }
-
-    /**
-     * Set the style property: The voice speaking style. Applies only when `voice_type` is `azure-standard`.
-     *
-     * @param style the style value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setStyle(String style) {
-        this.style = style;
+        super.setStyle(style);
         return this;
     }
 
     /**
-     * Get the pitch property: The voice pitch adjustment. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @return the pitch value.
-     */
-    @Generated
-    public String getPitch() {
-        return this.pitch;
-    }
-
-    /**
-     * Set the pitch property: The voice pitch adjustment. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @param pitch the pitch value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setPitch(String pitch) {
-        this.pitch = pitch;
+        super.setPitch(pitch);
         return this;
     }
 
     /**
-     * Get the volume property: The voice volume adjustment. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @return the volume value.
-     */
-    @Generated
-    public String getVolume() {
-        return this.volume;
-    }
-
-    /**
-     * Set the volume property: The voice volume adjustment. Applies to `azure-standard`, `azure-custom`,
-     * `azure-personal`, and `avatar-voice-sync`.
-     *
-     * @param volume the volume value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setVolume(String volume) {
-        this.volume = volume;
+        super.setVolume(volume);
         return this;
     }
 
     /**
-     * Get the customVoiceEndpointId property: The Azure custom-voice deployment endpoint identifier. Applies only when
-     * `voice_type` is `azure-custom`.
-     *
-     * @return the customVoiceEndpointId value.
-     */
-    @Generated
-    public String getCustomVoiceEndpointId() {
-        return this.customVoiceEndpointId;
-    }
-
-    /**
-     * Set the customVoiceEndpointId property: The Azure custom-voice deployment endpoint identifier. Applies only when
-     * `voice_type` is `azure-custom`.
-     *
-     * @param customVoiceEndpointId the customVoiceEndpointId value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setCustomVoiceEndpointId(String customVoiceEndpointId) {
-        this.customVoiceEndpointId = customVoiceEndpointId;
+        super.setCustomVoiceEndpointId(customVoiceEndpointId);
         return this;
     }
 
     /**
-     * Get the personalVoiceModel property: The Azure personal or avatar voice model. Applies only when `voice_type` is
-     * `azure-personal` or `avatar-voice-sync`.
-     *
-     * @return the personalVoiceModel value.
-     */
-    @Generated
-    public String getPersonalVoiceModel() {
-        return this.personalVoiceModel;
-    }
-
-    /**
-     * Set the personalVoiceModel property: The Azure personal or avatar voice model. Applies only when `voice_type` is
-     * `azure-personal` or `avatar-voice-sync`.
-     *
-     * @param personalVoiceModel the personalVoiceModel value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentAudioOutputConfiguration setPersonalVoiceModel(String personalVoiceModel) {
-        this.personalVoiceModel = personalVoiceModel;
+        super.setPersonalVoiceModel(personalVoiceModel);
         return this;
     }
 
@@ -500,21 +223,21 @@ public List<VoiceAgentAudioTimestampType> getOutputAudioTimestampTypes() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("format", this.format);
-        jsonWriter.writeStringField("voice", this.voice);
-        jsonWriter.writeStringField("voice_type", this.voiceType == null ? null : this.voiceType.toString());
-        jsonWriter.writeStringField("voice_locale", this.voiceLocale);
-        jsonWriter.writeNumberField("speed", this.speed);
-        jsonWriter.writeNumberField("voice_temperature", this.voiceTemperature);
-        jsonWriter.writeStringField("custom_lexicon_url", this.customLexiconUrl);
-        jsonWriter.writeStringField("custom_text_normalization_url", this.customTextNormalizationUrl);
-        jsonWriter.writeArrayField("prefer_locales", this.preferredLocales,
+        jsonWriter.writeStringField("voice", getVoice());
+        jsonWriter.writeStringField("voice_type", getVoiceType() == null ? null : getVoiceType().toString());
+        jsonWriter.writeStringField("voice_locale", getVoiceLocale());
+        jsonWriter.writeNumberField("speed", getSpeed());
+        jsonWriter.writeNumberField("voice_temperature", getVoiceTemperature());
+        jsonWriter.writeStringField("custom_lexicon_url", getCustomLexiconUrl());
+        jsonWriter.writeStringField("custom_text_normalization_url", getCustomTextNormalizationUrl());
+        jsonWriter.writeArrayField("prefer_locales", getPreferredLocales(),
             (writer, element) -> writer.writeString(element));
-        jsonWriter.writeStringField("style", this.style);
-        jsonWriter.writeStringField("pitch", this.pitch);
-        jsonWriter.writeStringField("volume", this.volume);
-        jsonWriter.writeStringField("custom_voice_endpoint_id", this.customVoiceEndpointId);
-        jsonWriter.writeStringField("personal_voice_model", this.personalVoiceModel);
+        jsonWriter.writeStringField("style", getStyle());
+        jsonWriter.writeStringField("pitch", getPitch());
+        jsonWriter.writeStringField("volume", getVolume());
+        jsonWriter.writeStringField("custom_voice_endpoint_id", getCustomVoiceEndpointId());
+        jsonWriter.writeStringField("personal_voice_model", getPersonalVoiceModel());
+        jsonWriter.writeJsonField("format", this.format);
         jsonWriter.writeArrayField("output_audio_timestamp_types", this.outputAudioTimestampTypes,
             (writer, element) -> writer.writeString(element == null ? null : element.toString()));
         return jsonWriter.writeEndObject();
@@ -536,36 +259,37 @@ public static VoiceAgentAudioOutputConfiguration fromJson(JsonReader jsonReader)
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("format".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.format = RealtimeAudioFormat.fromJson(reader);
-                } else if ("voice".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.voice = reader.getString();
+                if ("voice".equals(fieldName)) {
+                    deserializedVoiceAgentAudioOutputConfiguration.setVoice(reader.getString());
                 } else if ("voice_type".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.voiceType = VoiceType.fromString(reader.getString());
+                    deserializedVoiceAgentAudioOutputConfiguration
+                        .setVoiceType(VoiceType.fromString(reader.getString()));
                 } else if ("voice_locale".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.voiceLocale = reader.getString();
+                    deserializedVoiceAgentAudioOutputConfiguration.setVoiceLocale(reader.getString());
                 } else if ("speed".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.speed = reader.getNullable(JsonReader::getDouble);
+                    deserializedVoiceAgentAudioOutputConfiguration.setSpeed(reader.getNullable(JsonReader::getDouble));
                 } else if ("voice_temperature".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.voiceTemperature
-                        = reader.getNullable(JsonReader::getDouble);
+                    deserializedVoiceAgentAudioOutputConfiguration
+                        .setVoiceTemperature(reader.getNullable(JsonReader::getDouble));
                 } else if ("custom_lexicon_url".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.customLexiconUrl = reader.getString();
+                    deserializedVoiceAgentAudioOutputConfiguration.setCustomLexiconUrl(reader.getString());
                 } else if ("custom_text_normalization_url".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.customTextNormalizationUrl = reader.getString();
+                    deserializedVoiceAgentAudioOutputConfiguration.setCustomTextNormalizationUrl(reader.getString());
                 } else if ("prefer_locales".equals(fieldName)) {
                     List<String> preferredLocales = reader.readArray(reader1 -> reader1.getString());
-                    deserializedVoiceAgentAudioOutputConfiguration.preferredLocales = preferredLocales;
+                    deserializedVoiceAgentAudioOutputConfiguration.setPreferredLocales(preferredLocales);
                 } else if ("style".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.style = reader.getString();
+                    deserializedVoiceAgentAudioOutputConfiguration.setStyle(reader.getString());
                 } else if ("pitch".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.pitch = reader.getString();
+                    deserializedVoiceAgentAudioOutputConfiguration.setPitch(reader.getString());
                 } else if ("volume".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.volume = reader.getString();
+                    deserializedVoiceAgentAudioOutputConfiguration.setVolume(reader.getString());
                 } else if ("custom_voice_endpoint_id".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.customVoiceEndpointId = reader.getString();
+                    deserializedVoiceAgentAudioOutputConfiguration.setCustomVoiceEndpointId(reader.getString());
                 } else if ("personal_voice_model".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.personalVoiceModel = reader.getString();
+                    deserializedVoiceAgentAudioOutputConfiguration.setPersonalVoiceModel(reader.getString());
+                } else if ("format".equals(fieldName)) {
+                    deserializedVoiceAgentAudioOutputConfiguration.format = RealtimeAudioFormat.fromJson(reader);
                 } else if ("output_audio_timestamp_types".equals(fieldName)) {
                     List<VoiceAgentAudioTimestampType> outputAudioTimestampTypes
                         = reader.readArray(reader1 -> VoiceAgentAudioTimestampType.fromString(reader1.getString()));
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
index 4889f1247220e..b12034874819f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
@@ -10,10 +10,6 @@
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
-import com.openai.models.responses.ResponseCreateParams;
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
 import java.io.IOException;
 import java.util.List;
 import java.util.Map;
@@ -327,9 +323,9 @@ public VoiceAgentDefinition setOutputModalities(List<VoiceOutputModality> output
      *
      * @return the maxOutputTokens value.
      */
-    BinaryData getMaxOutputTokens() {
+    public VoiceAgentMaxOutputTokens getMaxOutputTokens() {
         // AI Tooling: union type
-        return this.maxOutputTokens;
+        return this.maxOutputTokens == null ? null : this.maxOutputTokens.toObject(VoiceAgentMaxOutputTokens.class);
     }
 
     /**
@@ -338,9 +334,9 @@ BinaryData getMaxOutputTokens() {
      * @param maxOutputTokens the maxOutputTokens value to set.
      * @return the VoiceAgentDefinition object itself.
      */
-    VoiceAgentDefinition setMaxOutputTokens(BinaryData maxOutputTokens) {
+    public VoiceAgentDefinition setMaxOutputTokens(VoiceAgentMaxOutputTokens maxOutputTokens) {
         // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens;
+        this.maxOutputTokens = maxOutputTokens == null ? null : BinaryData.fromObject(maxOutputTokens);
         return this;
     }
 
@@ -421,11 +417,10 @@ public VoiceAgentDefinition setTools(List<VoiceAgentTool> tools) {
      * `required` requires at least one tool call, and a specific function or MCP tool can be selected with an object.
      * Defaults to `auto`.
      *
-     * @return the toolChoice value.
+     * @return the tool choice, or {@code null} when absent or JSON null.
      */
-    BinaryData getToolChoice() {
-        // AI Tooling: union type
-        return this.toolChoice;
+    public VoiceAgentToolChoice getToolChoice() {
+        return this.toolChoice == null ? null : this.toolChoice.toObject(VoiceAgentToolChoice.class);
     }
 
     /**
@@ -434,12 +429,11 @@ BinaryData getToolChoice() {
      * `required` requires at least one tool call, and a specific function or MCP tool can be selected with an object.
      * Defaults to `auto`.
      *
-     * @param toolChoice the toolChoice value to set.
+     * @param toolChoice the tool choice, or {@code null} to clear the property.
      * @return the VoiceAgentDefinition object itself.
      */
-    VoiceAgentDefinition setToolChoice(BinaryData toolChoice) {
-        // AI Tooling: union type
-        this.toolChoice = toolChoice;
+    public VoiceAgentDefinition setToolChoice(VoiceAgentToolChoice toolChoice) {
+        this.toolChoice = toolChoice == null ? null : BinaryData.fromObject(toolChoice);
         return this;
     }
 
@@ -651,171 +645,9 @@ public static VoiceAgentDefinition fromJson(JsonReader jsonReader) throws IOExce
         });
     }
 
-    /**
-     * Set the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @param maxOutputTokens the maximum number of output tokens to set.
-     * @return the VoiceAgentDefinition object itself.
-     */
-    public VoiceAgentDefinition setMaxOutputTokens(long maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = BinaryData.fromObject(maxOutputTokens);
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
-     */
-    public Long getMaxOutputTokensAsLong() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(Long.class);
-    }
-
-    /**
-     * Set the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @param maxOutputTokens the token-limit string to set, for example {@code "inf"} for an unlimited count.
-     * @return the VoiceAgentDefinition object itself.
-     */
-    public VoiceAgentDefinition setMaxOutputTokens(String maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens == null ? null : BinaryData.fromObject(maxOutputTokens);
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public String getMaxOutputTokensAsString() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(String.class);
-    }
-
-    /**
-     * Set the toolChoice property: How the model chooses tools for generated responses.
-     *
-     * @param toolChoice the {@link ToolChoiceOptions} mode to set ({@code NONE}, {@code AUTO} or {@code REQUIRED}).
-     * @return the VoiceAgentDefinition object itself.
-     */
-    public VoiceAgentDefinition setToolChoice(ToolChoiceOptions toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Set the toolChoice property to a specific function tool: How the model chooses tools for generated responses.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceFunction} to set, or null to clear.
-     * @return the VoiceAgentDefinition object itself.
-     */
-    public VoiceAgentDefinition setToolChoice(ToolChoiceFunction toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceFunction}: How the model chooses tools for
-     * generated responses.
-     *
-     * @return the toolChoice value as a ToolChoiceFunction, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceFunction getToolChoiceAsToolChoiceFunction() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isFunction()) {
-            return null;
-        }
-        return choice.asFunction();
-    }
-
-    /**
-     * Set the toolChoice property to a specific MCP tool: How the model chooses tools for generated responses.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceMcp} to set, or null to clear.
-     * @return the VoiceAgentDefinition object itself.
-     */
-    public VoiceAgentDefinition setToolChoice(ToolChoiceMcp toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceMcp}: How the model chooses tools for generated
-     * responses.
-     *
-     * @return the toolChoice value as a ToolChoiceMcp, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceMcp getToolChoiceAsToolChoiceMcp() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isMcp()) {
-            return null;
-        }
-        return choice.asMcp();
-    }
-
-    private ResponseCreateParams.ToolChoice getOpenAIToolChoice() {
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!json.startsWith("{")) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ResponseCreateParams.ToolChoice.class);
-    }
-
-    /**
-     * Get the toolChoice property: How the model chooses tools for generated responses.
-     *
-     * @return the toolChoice value as a {@link ToolChoiceOptions}, or {@code null} when it is not set or holds another
-     * variant.
-     */
-    public ToolChoiceOptions getToolChoiceAsToolChoiceOptions() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ToolChoiceOptions.class);
-    }
-
     /*
-     * Optional configuration for sibling Foundry text agents that this voice agent may consult as background
-     * specialists.
+     * Optional subagent configuration. Set `subagent_type` to `delegate` for delegated background specialists or
+     * `inline` for inline voice subagents.
      */
     @Generated
     private VoiceAgentSubagentConfiguration subagentConfiguration;
@@ -873,8 +705,8 @@ public VoiceAgentDefinition setAvatar(VoiceAgentAvatarConfiguration avatar) {
     }
 
     /**
-     * Get the subagentConfiguration property: Optional configuration for sibling Foundry text agents that this voice
-     * agent may consult as background specialists.
+     * Get the subagentConfiguration property: Optional subagent configuration. Set `subagent_type` to `delegate` for
+     * delegated background specialists or `inline` for inline voice subagents.
      *
      * @return the subagentConfiguration value.
      */
@@ -884,8 +716,8 @@ public VoiceAgentSubagentConfiguration getSubagentConfiguration() {
     }
 
     /**
-     * Set the subagentConfiguration property: Optional configuration for sibling Foundry text agents that this voice
-     * agent may consult as background specialists.
+     * Set the subagentConfiguration property: Optional subagent configuration. Set `subagent_type` to `delegate` for
+     * delegated background specialists or `inline` for inline voice subagents.
      *
      * @param subagentConfiguration the subagentConfiguration value to set.
      * @return the VoiceAgentDefinition object itself.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDelegateSubagentConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDelegateSubagentConfiguration.java
new file mode 100644
index 0000000000000..1a066ba32ad52
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDelegateSubagentConfiguration.java
@@ -0,0 +1,109 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * Configuration for referenced Foundry agents invoked as delegated background specialists.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentDelegateSubagentConfiguration extends VoiceAgentSubagentConfiguration {
+
+    /*
+     * The subagent mode.
+     */
+    @Generated
+    private VoiceAgentSubagentType subagentType = VoiceAgentSubagentType.DELEGATE;
+
+    /*
+     * The sibling Foundry text agents, in the same project, that this Voice Agent may consult.
+     */
+    @Generated
+    private final List<VoiceAgentSubagent> subagents;
+
+    /**
+     * Creates an instance of VoiceAgentDelegateSubagentConfiguration class.
+     *
+     * @param subagents the subagents value to set.
+     */
+    @Generated
+    public VoiceAgentDelegateSubagentConfiguration(List<VoiceAgentSubagent> subagents) {
+        this.subagents = subagents;
+    }
+
+    /**
+     * Get the subagentType property: The subagent mode.
+     *
+     * @return the subagentType value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSubagentType getSubagentType() {
+        return this.subagentType;
+    }
+
+    /**
+     * Get the subagents property: The sibling Foundry text agents, in the same project, that this Voice Agent may
+     * consult.
+     *
+     * @return the subagents value.
+     */
+    @Generated
+    public List<VoiceAgentSubagent> getSubagents() {
+        return this.subagents;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeArrayField("subagents", this.subagents, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("subagent_type", this.subagentType == null ? null : this.subagentType.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentDelegateSubagentConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentDelegateSubagentConfiguration if the JsonReader was pointing to an instance of
+     * it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentDelegateSubagentConfiguration.
+     */
+    @Generated
+    public static VoiceAgentDelegateSubagentConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            List<VoiceAgentSubagent> subagents = null;
+            VoiceAgentSubagentType subagentType = VoiceAgentSubagentType.DELEGATE;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("subagents".equals(fieldName)) {
+                    subagents = reader.readArray(reader1 -> VoiceAgentSubagent.fromJson(reader1));
+                } else if ("subagent_type".equals(fieldName)) {
+                    subagentType = VoiceAgentSubagentType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentDelegateSubagentConfiguration deserializedVoiceAgentDelegateSubagentConfiguration
+                = new VoiceAgentDelegateSubagentConfiguration(subagents);
+            deserializedVoiceAgentDelegateSubagentConfiguration.subagentType = subagentType;
+            return deserializedVoiceAgentDelegateSubagentConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffAbortReason.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffAbortReason.java
new file mode 100644
index 0000000000000..23c1e690e5361
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffAbortReason.java
@@ -0,0 +1,58 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * Why a server-managed handoff ended before target commit.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public enum VoiceAgentHandoffAbortReason {
+
+    /**
+     * Enum value user_interruption.
+     */
+    USER_INTERRUPTION("user_interruption"),
+    /**
+     * Enum value error.
+     */
+    ERROR("error");
+
+    /**
+     * The actual serialized value for a VoiceAgentHandoffAbortReason instance.
+     */
+    private final String value;
+
+    VoiceAgentHandoffAbortReason(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentHandoffAbortReason instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentHandoffAbortReason object, or null if unable to parse.
+     */
+    public static VoiceAgentHandoffAbortReason fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentHandoffAbortReason[] items = VoiceAgentHandoffAbortReason.values();
+        for (VoiceAgentHandoffAbortReason item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java
new file mode 100644
index 0000000000000..f646d2f857e1f
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java
@@ -0,0 +1,291 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * One allowed outgoing handoff from an inline voice subagent.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentHandoffCondition implements JsonSerializable<VoiceAgentHandoffCondition> {
+
+    /*
+     * The handoff condition identifier.
+     */
+    @Generated
+    private final String id;
+
+    /*
+     * The target subagent identifier or `$entrypoint`. The containing subagent supplies the source.
+     */
+    @Generated
+    private final String target;
+
+    /*
+     * Natural-language routing guidance supplied alongside the active subagent instructions, from 1 through 500
+     * characters. This is not an executable Boolean predicate.
+     */
+    @Generated
+    private final String condition;
+
+    /*
+     * Whether user interruption before commit cancels the pending handoff. If omitted, the service defaults to false.
+     */
+    @Generated
+    private Boolean cancelOnInterruption;
+
+    /*
+     * The minimum delay before target activation, in milliseconds, from 0 through 10000. If omitted, the service
+     * defaults to 0.
+     */
+    @Generated
+    private Long delay;
+
+    /*
+     * 
+     * Optional deterministic source-voice announcement played before target activation. Supported by cascaded
+     * pipelines and realtime pipelines using local Azure TTS; model-native realtime voice requires omission or null.
+     * At most 500 characters. If omitted or null, no announcement is played.
+     */
+    @Generated
+    private String transferMessage;
+
+    /*
+     * Whether Voice Live automatically starts a response after target activation. If omitted, the service defaults to
+     * `auto`.
+     */
+    @Generated
+    private VoiceAgentHandoffTargetResponse targetResponse;
+
+    /**
+     * Creates an instance of VoiceAgentHandoffCondition class.
+     *
+     * @param id the id value to set.
+     * @param target the target value to set.
+     * @param condition the condition value to set.
+     */
+    @Generated
+    public VoiceAgentHandoffCondition(String id, String target, String condition) {
+        this.id = id;
+        this.target = target;
+        this.condition = condition;
+    }
+
+    /**
+     * Get the id property: The handoff condition identifier.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Get the target property: The target subagent identifier or `$entrypoint`. The containing subagent supplies the
+     * source.
+     *
+     * @return the target value.
+     */
+    @Generated
+    public String getTarget() {
+        return this.target;
+    }
+
+    /**
+     * Get the condition property: Natural-language routing guidance supplied alongside the active subagent
+     * instructions, from 1 through 500 characters. This is not an executable Boolean predicate.
+     *
+     * @return the condition value.
+     */
+    @Generated
+    public String getCondition() {
+        return this.condition;
+    }
+
+    /**
+     * Get the cancelOnInterruption property: Whether user interruption before commit cancels the pending handoff. If
+     * omitted, the service defaults to false.
+     *
+     * @return the cancelOnInterruption value.
+     */
+    @Generated
+    public Boolean isCancelOnInterruption() {
+        return this.cancelOnInterruption;
+    }
+
+    /**
+     * Set the cancelOnInterruption property: Whether user interruption before commit cancels the pending handoff. If
+     * omitted, the service defaults to false.
+     *
+     * @param cancelOnInterruption the cancelOnInterruption value to set.
+     * @return the VoiceAgentHandoffCondition object itself.
+     */
+    @Generated
+    public VoiceAgentHandoffCondition setCancelOnInterruption(Boolean cancelOnInterruption) {
+        this.cancelOnInterruption = cancelOnInterruption;
+        return this;
+    }
+
+    /**
+     * Get the delay property: The minimum delay before target activation, in milliseconds, from 0 through 10000. If
+     * omitted, the service defaults to 0.
+     *
+     * @return the delay value.
+     */
+    @Generated
+    public Duration getDelay() {
+        if (this.delay == null) {
+            return null;
+        }
+        return Duration.ofMillis(this.delay);
+    }
+
+    /**
+     * Set the delay property: The minimum delay before target activation, in milliseconds, from 0 through 10000. If
+     * omitted, the service defaults to 0.
+     *
+     * @param delay the delay value to set.
+     * @return the VoiceAgentHandoffCondition object itself.
+     */
+    @Generated
+    public VoiceAgentHandoffCondition setDelay(Duration delay) {
+        if (delay == null) {
+            this.delay = null;
+        } else {
+            this.delay = delay.toMillis();
+        }
+        return this;
+    }
+
+    /**
+     * Get the transferMessage property:
+     * Optional deterministic source-voice announcement played before target activation. Supported by cascaded
+     * pipelines and realtime pipelines using local Azure TTS; model-native realtime voice requires omission or null.
+     * At most 500 characters. If omitted or null, no announcement is played.
+     *
+     * @return the transferMessage value.
+     */
+    @Generated
+    public String getTransferMessage() {
+        return this.transferMessage;
+    }
+
+    /**
+     * Set the transferMessage property:
+     * Optional deterministic source-voice announcement played before target activation. Supported by cascaded
+     * pipelines and realtime pipelines using local Azure TTS; model-native realtime voice requires omission or null.
+     * At most 500 characters. If omitted or null, no announcement is played.
+     *
+     * @param transferMessage the transferMessage value to set.
+     * @return the VoiceAgentHandoffCondition object itself.
+     */
+    @Generated
+    public VoiceAgentHandoffCondition setTransferMessage(String transferMessage) {
+        this.transferMessage = transferMessage;
+        return this;
+    }
+
+    /**
+     * Get the targetResponse property: Whether Voice Live automatically starts a response after target activation. If
+     * omitted, the service defaults to `auto`.
+     *
+     * @return the targetResponse value.
+     */
+    @Generated
+    public VoiceAgentHandoffTargetResponse getTargetResponse() {
+        return this.targetResponse;
+    }
+
+    /**
+     * Set the targetResponse property: Whether Voice Live automatically starts a response after target activation. If
+     * omitted, the service defaults to `auto`.
+     *
+     * @param targetResponse the targetResponse value to set.
+     * @return the VoiceAgentHandoffCondition object itself.
+     */
+    @Generated
+    public VoiceAgentHandoffCondition setTargetResponse(VoiceAgentHandoffTargetResponse targetResponse) {
+        this.targetResponse = targetResponse;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", this.id);
+        jsonWriter.writeStringField("target", this.target);
+        jsonWriter.writeStringField("condition", this.condition);
+        jsonWriter.writeBooleanField("cancel_on_interruption", this.cancelOnInterruption);
+        jsonWriter.writeNumberField("delay_ms", this.delay);
+        jsonWriter.writeStringField("transfer_message", this.transferMessage);
+        jsonWriter.writeStringField("target_response",
+            this.targetResponse == null ? null : this.targetResponse.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentHandoffCondition from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentHandoffCondition if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentHandoffCondition.
+     */
+    @Generated
+    public static VoiceAgentHandoffCondition fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            String target = null;
+            String condition = null;
+            Boolean cancelOnInterruption = null;
+            Long delay = null;
+            String transferMessage = null;
+            VoiceAgentHandoffTargetResponse targetResponse = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("target".equals(fieldName)) {
+                    target = reader.getString();
+                } else if ("condition".equals(fieldName)) {
+                    condition = reader.getString();
+                } else if ("cancel_on_interruption".equals(fieldName)) {
+                    cancelOnInterruption = reader.getNullable(JsonReader::getBoolean);
+                } else if ("delay_ms".equals(fieldName)) {
+                    delay = reader.getNullable(JsonReader::getLong);
+                } else if ("transfer_message".equals(fieldName)) {
+                    transferMessage = reader.getString();
+                } else if ("target_response".equals(fieldName)) {
+                    targetResponse = VoiceAgentHandoffTargetResponse.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentHandoffCondition deserializedVoiceAgentHandoffCondition
+                = new VoiceAgentHandoffCondition(id, target, condition);
+            deserializedVoiceAgentHandoffCondition.cancelOnInterruption = cancelOnInterruption;
+            deserializedVoiceAgentHandoffCondition.delay = delay;
+            deserializedVoiceAgentHandoffCondition.transferMessage = transferMessage;
+            deserializedVoiceAgentHandoffCondition.targetResponse = targetResponse;
+            return deserializedVoiceAgentHandoffCondition;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffEdgeState.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffEdgeState.java
new file mode 100644
index 0000000000000..1e2087b70a6fc
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffEdgeState.java
@@ -0,0 +1,219 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * Non-sensitive topology metadata for one compiled handoff edge.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentHandoffEdgeState implements JsonSerializable<VoiceAgentHandoffEdgeState> {
+
+    /*
+     * The edge identifier.
+     */
+    @Generated
+    private final String id;
+
+    /*
+     * The source node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String source;
+
+    /*
+     * The target node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String target;
+
+    /*
+     * Whether user interruption before commit cancels the pending handoff.
+     */
+    @Generated
+    private Boolean cancelOnInterruption;
+
+    /*
+     * The minimum delay before target activation, in milliseconds.
+     */
+    @Generated
+    private Long delay;
+
+    /*
+     * The deterministic source-voice announcement played before target activation.
+     */
+    @Generated
+    private String transferMessage;
+
+    /*
+     * Whether Voice Live automatically starts a response after target activation.
+     */
+    @Generated
+    private VoiceAgentHandoffTargetResponse targetResponse;
+
+    /**
+     * Creates an instance of VoiceAgentHandoffEdgeState class.
+     *
+     * @param id the id value to set.
+     * @param source the source value to set.
+     * @param target the target value to set.
+     */
+    @Generated
+    private VoiceAgentHandoffEdgeState(String id, String source, String target) {
+        this.id = id;
+        this.source = source;
+        this.target = target;
+    }
+
+    /**
+     * Get the id property: The edge identifier.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Get the source property: The source node identifier or `$entrypoint`.
+     *
+     * @return the source value.
+     */
+    @Generated
+    public String getSource() {
+        return this.source;
+    }
+
+    /**
+     * Get the target property: The target node identifier or `$entrypoint`.
+     *
+     * @return the target value.
+     */
+    @Generated
+    public String getTarget() {
+        return this.target;
+    }
+
+    /**
+     * Get the cancelOnInterruption property: Whether user interruption before commit cancels the pending handoff.
+     *
+     * @return the cancelOnInterruption value.
+     */
+    @Generated
+    public Boolean isCancelOnInterruption() {
+        return this.cancelOnInterruption;
+    }
+
+    /**
+     * Get the delay property: The minimum delay before target activation, in milliseconds.
+     *
+     * @return the delay value.
+     */
+    @Generated
+    public Duration getDelay() {
+        if (this.delay == null) {
+            return null;
+        }
+        return Duration.ofMillis(this.delay);
+    }
+
+    /**
+     * Get the transferMessage property: The deterministic source-voice announcement played before target activation.
+     *
+     * @return the transferMessage value.
+     */
+    @Generated
+    public String getTransferMessage() {
+        return this.transferMessage;
+    }
+
+    /**
+     * Get the targetResponse property: Whether Voice Live automatically starts a response after target activation.
+     *
+     * @return the targetResponse value.
+     */
+    @Generated
+    public VoiceAgentHandoffTargetResponse getTargetResponse() {
+        return this.targetResponse;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", this.id);
+        jsonWriter.writeStringField("source", this.source);
+        jsonWriter.writeStringField("target", this.target);
+        jsonWriter.writeBooleanField("cancel_on_interruption", this.cancelOnInterruption);
+        jsonWriter.writeNumberField("delay_ms", this.delay);
+        jsonWriter.writeStringField("transfer_message", this.transferMessage);
+        jsonWriter.writeStringField("target_response",
+            this.targetResponse == null ? null : this.targetResponse.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentHandoffEdgeState from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentHandoffEdgeState if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentHandoffEdgeState.
+     */
+    @Generated
+    public static VoiceAgentHandoffEdgeState fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            String source = null;
+            String target = null;
+            Boolean cancelOnInterruption = null;
+            Long delay = null;
+            String transferMessage = null;
+            VoiceAgentHandoffTargetResponse targetResponse = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("source".equals(fieldName)) {
+                    source = reader.getString();
+                } else if ("target".equals(fieldName)) {
+                    target = reader.getString();
+                } else if ("cancel_on_interruption".equals(fieldName)) {
+                    cancelOnInterruption = reader.getNullable(JsonReader::getBoolean);
+                } else if ("delay_ms".equals(fieldName)) {
+                    delay = reader.getNullable(JsonReader::getLong);
+                } else if ("transfer_message".equals(fieldName)) {
+                    transferMessage = reader.getString();
+                } else if ("target_response".equals(fieldName)) {
+                    targetResponse = VoiceAgentHandoffTargetResponse.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentHandoffEdgeState deserializedVoiceAgentHandoffEdgeState
+                = new VoiceAgentHandoffEdgeState(id, source, target);
+            deserializedVoiceAgentHandoffEdgeState.cancelOnInterruption = cancelOnInterruption;
+            deserializedVoiceAgentHandoffEdgeState.delay = delay;
+            deserializedVoiceAgentHandoffEdgeState.transferMessage = transferMessage;
+            deserializedVoiceAgentHandoffEdgeState.targetResponse = targetResponse;
+            return deserializedVoiceAgentHandoffEdgeState;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffNodeState.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffNodeState.java
new file mode 100644
index 0000000000000..25d34849f5525
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffNodeState.java
@@ -0,0 +1,129 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Non-sensitive topology metadata for one compiled handoff node.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentHandoffNodeState implements JsonSerializable<VoiceAgentHandoffNodeState> {
+
+    /*
+     * The node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String id;
+
+    /*
+     * The display-only node description. This value is not provided to the model.
+     */
+    @Generated
+    private final String displayDescription;
+
+    /*
+     * Whether this is the implicit `$entrypoint` node.
+     */
+    @Generated
+    private Boolean implicit;
+
+    /**
+     * Creates an instance of VoiceAgentHandoffNodeState class.
+     *
+     * @param id the id value to set.
+     * @param displayDescription the displayDescription value to set.
+     */
+    @Generated
+    private VoiceAgentHandoffNodeState(String id, String displayDescription) {
+        this.id = id;
+        this.displayDescription = displayDescription;
+    }
+
+    /**
+     * Get the id property: The node identifier or `$entrypoint`.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Get the displayDescription property: The display-only node description. This value is not provided to the model.
+     *
+     * @return the displayDescription value.
+     */
+    @Generated
+    public String getDisplayDescription() {
+        return this.displayDescription;
+    }
+
+    /**
+     * Get the implicit property: Whether this is the implicit `$entrypoint` node.
+     *
+     * @return the implicit value.
+     */
+    @Generated
+    public Boolean isImplicit() {
+        return this.implicit;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", this.id);
+        jsonWriter.writeStringField("description", this.displayDescription);
+        jsonWriter.writeBooleanField("implicit", this.implicit);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentHandoffNodeState from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentHandoffNodeState if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentHandoffNodeState.
+     */
+    @Generated
+    public static VoiceAgentHandoffNodeState fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            String displayDescription = null;
+            Boolean implicit = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("description".equals(fieldName)) {
+                    displayDescription = reader.getString();
+                } else if ("implicit".equals(fieldName)) {
+                    implicit = reader.getNullable(JsonReader::getBoolean);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentHandoffNodeState deserializedVoiceAgentHandoffNodeState
+                = new VoiceAgentHandoffNodeState(id, displayDescription);
+            deserializedVoiceAgentHandoffNodeState.implicit = implicit;
+            return deserializedVoiceAgentHandoffNodeState;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPipelineFamily.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPipelineFamily.java
new file mode 100644
index 0000000000000..8249f01672952
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPipelineFamily.java
@@ -0,0 +1,58 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * The immutable pipeline family selected for a voice-agent handoff graph.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public enum VoiceAgentHandoffPipelineFamily {
+
+    /**
+     * Enum value cascaded.
+     */
+    CASCADED("cascaded"),
+    /**
+     * Enum value realtime.
+     */
+    REALTIME("realtime");
+
+    /**
+     * The actual serialized value for a VoiceAgentHandoffPipelineFamily instance.
+     */
+    private final String value;
+
+    VoiceAgentHandoffPipelineFamily(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentHandoffPipelineFamily instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentHandoffPipelineFamily object, or null if unable to parse.
+     */
+    public static VoiceAgentHandoffPipelineFamily fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentHandoffPipelineFamily[] items = VoiceAgentHandoffPipelineFamily.values();
+        for (VoiceAgentHandoffPipelineFamily item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPolicy.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPolicy.java
new file mode 100644
index 0000000000000..63975238459f4
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPolicy.java
@@ -0,0 +1,129 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Session-wide limits shared by all handoff conditions in one Voice Agent session.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentHandoffPolicy implements JsonSerializable<VoiceAgentHandoffPolicy> {
+
+    /*
+     * The maximum number of successfully completed handoffs in one session, from 1 through 100. If omitted, the service
+     * defaults to 16.
+     */
+    @Generated
+    private Integer maxTransfers;
+
+    /*
+     * The maximum number of attempted handoffs, from 1 through 100. If omitted, the service uses `max_transfers`. The
+     * service requires this value to be greater than or equal to `max_transfers`.
+     */
+    @Generated
+    private Integer maxAttempts;
+
+    /**
+     * Creates an instance of VoiceAgentHandoffPolicy class.
+     */
+    @Generated
+    public VoiceAgentHandoffPolicy() {
+    }
+
+    /**
+     * Get the maxTransfers property: The maximum number of successfully completed handoffs in one session, from 1
+     * through 100. If omitted, the service defaults to 16.
+     *
+     * @return the maxTransfers value.
+     */
+    @Generated
+    public Integer getMaxTransfers() {
+        return this.maxTransfers;
+    }
+
+    /**
+     * Set the maxTransfers property: The maximum number of successfully completed handoffs in one session, from 1
+     * through 100. If omitted, the service defaults to 16.
+     *
+     * @param maxTransfers the maxTransfers value to set.
+     * @return the VoiceAgentHandoffPolicy object itself.
+     */
+    @Generated
+    public VoiceAgentHandoffPolicy setMaxTransfers(Integer maxTransfers) {
+        this.maxTransfers = maxTransfers;
+        return this;
+    }
+
+    /**
+     * Get the maxAttempts property: The maximum number of attempted handoffs, from 1 through 100. If omitted, the
+     * service uses `max_transfers`. The service requires this value to be greater than or equal to `max_transfers`.
+     *
+     * @return the maxAttempts value.
+     */
+    @Generated
+    public Integer getMaxAttempts() {
+        return this.maxAttempts;
+    }
+
+    /**
+     * Set the maxAttempts property: The maximum number of attempted handoffs, from 1 through 100. If omitted, the
+     * service uses `max_transfers`. The service requires this value to be greater than or equal to `max_transfers`.
+     *
+     * @param maxAttempts the maxAttempts value to set.
+     * @return the VoiceAgentHandoffPolicy object itself.
+     */
+    @Generated
+    public VoiceAgentHandoffPolicy setMaxAttempts(Integer maxAttempts) {
+        this.maxAttempts = maxAttempts;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeNumberField("max_transfers", this.maxTransfers);
+        jsonWriter.writeNumberField("max_attempts", this.maxAttempts);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentHandoffPolicy from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentHandoffPolicy if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentHandoffPolicy.
+     */
+    @Generated
+    public static VoiceAgentHandoffPolicy fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentHandoffPolicy deserializedVoiceAgentHandoffPolicy = new VoiceAgentHandoffPolicy();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("max_transfers".equals(fieldName)) {
+                    deserializedVoiceAgentHandoffPolicy.maxTransfers = reader.getNullable(JsonReader::getInt);
+                } else if ("max_attempts".equals(fieldName)) {
+                    deserializedVoiceAgentHandoffPolicy.maxAttempts = reader.getNullable(JsonReader::getInt);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentHandoffPolicy;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffReasoningEffort.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffReasoningEffort.java
new file mode 100644
index 0000000000000..ad29c2a6fb263
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffReasoningEffort.java
@@ -0,0 +1,74 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * Reasoning effort applied by a compatible handoff-node model.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public enum VoiceAgentHandoffReasoningEffort {
+
+    /**
+     * Enum value none.
+     */
+    NONE("none"),
+    /**
+     * Enum value minimal.
+     */
+    MINIMAL("minimal"),
+    /**
+     * Enum value low.
+     */
+    LOW("low"),
+    /**
+     * Enum value medium.
+     */
+    MEDIUM("medium"),
+    /**
+     * Enum value high.
+     */
+    HIGH("high"),
+    /**
+     * Enum value xhigh.
+     */
+    XHIGH("xhigh");
+
+    /**
+     * The actual serialized value for a VoiceAgentHandoffReasoningEffort instance.
+     */
+    private final String value;
+
+    VoiceAgentHandoffReasoningEffort(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentHandoffReasoningEffort instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentHandoffReasoningEffort object, or null if unable to parse.
+     */
+    public static VoiceAgentHandoffReasoningEffort fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentHandoffReasoningEffort[] items = VoiceAgentHandoffReasoningEffort.values();
+        for (VoiceAgentHandoffReasoningEffort item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffState.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffState.java
new file mode 100644
index 0000000000000..f4896abba92cb
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffState.java
@@ -0,0 +1,269 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * The effective topology and runtime state of a voice-agent handoff graph.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentHandoffState implements JsonSerializable<VoiceAgentHandoffState> {
+
+    /*
+     * The immutable execution pipeline family.
+     */
+    @Generated
+    private final VoiceAgentHandoffPipelineFamily pipelineFamily;
+
+    /*
+     * The currently committed node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String activeNodeId;
+
+    /*
+     * The monotonically increasing generation of the committed active-node configuration.
+     */
+    @Generated
+    private final int nodeGeneration;
+
+    /*
+     * The number of successfully completed handoffs.
+     */
+    @Generated
+    private final int transferCount;
+
+    /*
+     * The number of unique reserved handoff attempts.
+     */
+    @Generated
+    private final int attemptCount;
+
+    /*
+     * The edge identifiers currently available from the active node.
+     */
+    @Generated
+    private final List<String> availableEdgeIds;
+
+    /*
+     * The generated handoff function visible to the active model, or null when no route is available.
+     */
+    @Generated
+    private final VoiceAgentFunctionTool transferTool;
+
+    /*
+     * The compiled handoff nodes, including the implicit or explicit `$entrypoint`.
+     */
+    @Generated
+    private final List<VoiceAgentHandoffNodeState> nodes;
+
+    /*
+     * The compiled handoff edges.
+     */
+    @Generated
+    private final List<VoiceAgentHandoffEdgeState> edges;
+
+    /**
+     * Creates an instance of VoiceAgentHandoffState class.
+     *
+     * @param pipelineFamily the pipelineFamily value to set.
+     * @param activeNodeId the activeNodeId value to set.
+     * @param nodeGeneration the nodeGeneration value to set.
+     * @param transferCount the transferCount value to set.
+     * @param attemptCount the attemptCount value to set.
+     * @param availableEdgeIds the availableEdgeIds value to set.
+     * @param transferTool the transferTool value to set.
+     * @param nodes the nodes value to set.
+     * @param edges the edges value to set.
+     */
+    @Generated
+    private VoiceAgentHandoffState(VoiceAgentHandoffPipelineFamily pipelineFamily, String activeNodeId,
+        int nodeGeneration, int transferCount, int attemptCount, List<String> availableEdgeIds,
+        VoiceAgentFunctionTool transferTool, List<VoiceAgentHandoffNodeState> nodes,
+        List<VoiceAgentHandoffEdgeState> edges) {
+        this.pipelineFamily = pipelineFamily;
+        this.activeNodeId = activeNodeId;
+        this.nodeGeneration = nodeGeneration;
+        this.transferCount = transferCount;
+        this.attemptCount = attemptCount;
+        this.availableEdgeIds = availableEdgeIds;
+        this.transferTool = transferTool;
+        this.nodes = nodes;
+        this.edges = edges;
+    }
+
+    /**
+     * Get the pipelineFamily property: The immutable execution pipeline family.
+     *
+     * @return the pipelineFamily value.
+     */
+    @Generated
+    public VoiceAgentHandoffPipelineFamily getPipelineFamily() {
+        return this.pipelineFamily;
+    }
+
+    /**
+     * Get the activeNodeId property: The currently committed node identifier or `$entrypoint`.
+     *
+     * @return the activeNodeId value.
+     */
+    @Generated
+    public String getActiveNodeId() {
+        return this.activeNodeId;
+    }
+
+    /**
+     * Get the nodeGeneration property: The monotonically increasing generation of the committed active-node
+     * configuration.
+     *
+     * @return the nodeGeneration value.
+     */
+    @Generated
+    public int getNodeGeneration() {
+        return this.nodeGeneration;
+    }
+
+    /**
+     * Get the transferCount property: The number of successfully completed handoffs.
+     *
+     * @return the transferCount value.
+     */
+    @Generated
+    public int getTransferCount() {
+        return this.transferCount;
+    }
+
+    /**
+     * Get the attemptCount property: The number of unique reserved handoff attempts.
+     *
+     * @return the attemptCount value.
+     */
+    @Generated
+    public int getAttemptCount() {
+        return this.attemptCount;
+    }
+
+    /**
+     * Get the availableEdgeIds property: The edge identifiers currently available from the active node.
+     *
+     * @return the availableEdgeIds value.
+     */
+    @Generated
+    public List<String> getAvailableEdgeIds() {
+        return this.availableEdgeIds;
+    }
+
+    /**
+     * Get the transferTool property: The generated handoff function visible to the active model, or null when no route
+     * is available.
+     *
+     * @return the transferTool value.
+     */
+    @Generated
+    public VoiceAgentFunctionTool getTransferTool() {
+        return this.transferTool;
+    }
+
+    /**
+     * Get the nodes property: The compiled handoff nodes, including the implicit or explicit `$entrypoint`.
+     *
+     * @return the nodes value.
+     */
+    @Generated
+    public List<VoiceAgentHandoffNodeState> getNodes() {
+        return this.nodes;
+    }
+
+    /**
+     * Get the edges property: The compiled handoff edges.
+     *
+     * @return the edges value.
+     */
+    @Generated
+    public List<VoiceAgentHandoffEdgeState> getEdges() {
+        return this.edges;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("pipeline_family",
+            this.pipelineFamily == null ? null : this.pipelineFamily.toString());
+        jsonWriter.writeStringField("active_node_id", this.activeNodeId);
+        jsonWriter.writeIntField("node_generation", this.nodeGeneration);
+        jsonWriter.writeIntField("transfer_count", this.transferCount);
+        jsonWriter.writeIntField("attempt_count", this.attemptCount);
+        jsonWriter.writeArrayField("available_edge_ids", this.availableEdgeIds,
+            (writer, element) -> writer.writeString(element));
+        jsonWriter.writeJsonField("transfer_tool", this.transferTool);
+        jsonWriter.writeArrayField("nodes", this.nodes, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeArrayField("edges", this.edges, (writer, element) -> writer.writeJson(element));
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentHandoffState from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentHandoffState if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentHandoffState.
+     */
+    @Generated
+    public static VoiceAgentHandoffState fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentHandoffPipelineFamily pipelineFamily = null;
+            String activeNodeId = null;
+            int nodeGeneration = 0;
+            int transferCount = 0;
+            int attemptCount = 0;
+            List<String> availableEdgeIds = null;
+            VoiceAgentFunctionTool transferTool = null;
+            List<VoiceAgentHandoffNodeState> nodes = null;
+            List<VoiceAgentHandoffEdgeState> edges = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("pipeline_family".equals(fieldName)) {
+                    pipelineFamily = VoiceAgentHandoffPipelineFamily.fromString(reader.getString());
+                } else if ("active_node_id".equals(fieldName)) {
+                    activeNodeId = reader.getString();
+                } else if ("node_generation".equals(fieldName)) {
+                    nodeGeneration = reader.getInt();
+                } else if ("transfer_count".equals(fieldName)) {
+                    transferCount = reader.getInt();
+                } else if ("attempt_count".equals(fieldName)) {
+                    attemptCount = reader.getInt();
+                } else if ("available_edge_ids".equals(fieldName)) {
+                    availableEdgeIds = reader.readArray(reader1 -> reader1.getString());
+                } else if ("transfer_tool".equals(fieldName)) {
+                    transferTool = VoiceAgentFunctionTool.fromJson(reader);
+                } else if ("nodes".equals(fieldName)) {
+                    nodes = reader.readArray(reader1 -> VoiceAgentHandoffNodeState.fromJson(reader1));
+                } else if ("edges".equals(fieldName)) {
+                    edges = reader.readArray(reader1 -> VoiceAgentHandoffEdgeState.fromJson(reader1));
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return new VoiceAgentHandoffState(pipelineFamily, activeNodeId, nodeGeneration, transferCount, attemptCount,
+                availableEdgeIds, transferTool, nodes, edges);
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffTargetResponse.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffTargetResponse.java
new file mode 100644
index 0000000000000..028167bbcd4a3
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffTargetResponse.java
@@ -0,0 +1,58 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * Whether Voice Live automatically starts a response after a handoff target becomes active.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public enum VoiceAgentHandoffTargetResponse {
+
+    /**
+     * Enum value auto.
+     */
+    AUTO("auto"),
+    /**
+     * Enum value none.
+     */
+    NONE("none");
+
+    /**
+     * The actual serialized value for a VoiceAgentHandoffTargetResponse instance.
+     */
+    private final String value;
+
+    VoiceAgentHandoffTargetResponse(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentHandoffTargetResponse instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentHandoffTargetResponse object, or null if unable to parse.
+     */
+    public static VoiceAgentHandoffTargetResponse fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentHandoffTargetResponse[] items = VoiceAgentHandoffTargetResponse.values();
+        for (VoiceAgentHandoffTargetResponse item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffVoiceAdaptation.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffVoiceAdaptation.java
new file mode 100644
index 0000000000000..3c67dfd521a4e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffVoiceAdaptation.java
@@ -0,0 +1,78 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Voice-optimized instruction adaptation applied while a handoff node is active.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentHandoffVoiceAdaptation implements JsonSerializable<VoiceAgentHandoffVoiceAdaptation> {
+
+    /*
+     * The adaptation strategy. Currently only `auto` is supported.
+     */
+    @Generated
+    private final String type = "auto";
+
+    /**
+     * Creates an instance of VoiceAgentHandoffVoiceAdaptation class.
+     */
+    @Generated
+    public VoiceAgentHandoffVoiceAdaptation() {
+    }
+
+    /**
+     * Get the type property: The adaptation strategy. Currently only `auto` is supported.
+     *
+     * @return the type value.
+     */
+    @Generated
+    public String getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentHandoffVoiceAdaptation from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentHandoffVoiceAdaptation if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentHandoffVoiceAdaptation.
+     */
+    @Generated
+    public static VoiceAgentHandoffVoiceAdaptation fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentHandoffVoiceAdaptation deserializedVoiceAgentHandoffVoiceAdaptation
+                = new VoiceAgentHandoffVoiceAdaptation();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                reader.skipChildren();
+            }
+            return deserializedVoiceAgentHandoffVoiceAdaptation;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInlineSubagentConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInlineSubagentConfiguration.java
new file mode 100644
index 0000000000000..cfd4edde27ef8
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInlineSubagentConfiguration.java
@@ -0,0 +1,149 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * Configuration for inline voice subagents that may become active through Handoff.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentInlineSubagentConfiguration extends VoiceAgentSubagentConfiguration {
+
+    /*
+     * The subagent mode.
+     */
+    @Generated
+    private VoiceAgentSubagentType subagentType = VoiceAgentSubagentType.INLINE;
+
+    /*
+     * Inline voice subagents owned and versioned with the parent Voice Agent. `$entrypoint` must be first, followed
+     * by at least one specialist and at most 31 additional subagents. Each subagent declares its outgoing
+     * `handoff_conditions`; condition identifiers and the 128-condition limit apply across the entire Agent.
+     */
+    @Generated
+    private final List<InlineVoiceSubagent> subagents;
+
+    /*
+     * Session-wide Handoff limits. Requires `$entrypoint` with at least one outgoing condition. When omitted, the
+     * service permits up to 16 completed and 16 attempted handoffs.
+     */
+    @Generated
+    private VoiceAgentHandoffPolicy handoffPolicy;
+
+    /**
+     * Creates an instance of VoiceAgentInlineSubagentConfiguration class.
+     *
+     * @param subagents the subagents value to set.
+     */
+    @Generated
+    public VoiceAgentInlineSubagentConfiguration(List<InlineVoiceSubagent> subagents) {
+        this.subagents = subagents;
+    }
+
+    /**
+     * Get the subagentType property: The subagent mode.
+     *
+     * @return the subagentType value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSubagentType getSubagentType() {
+        return this.subagentType;
+    }
+
+    /**
+     * Get the subagents property: Inline voice subagents owned and versioned with the parent Voice Agent. `$entrypoint`
+     * must be first, followed
+     * by at least one specialist and at most 31 additional subagents. Each subagent declares its outgoing
+     * `handoff_conditions`; condition identifiers and the 128-condition limit apply across the entire Agent.
+     *
+     * @return the subagents value.
+     */
+    @Generated
+    public List<InlineVoiceSubagent> getSubagents() {
+        return this.subagents;
+    }
+
+    /**
+     * Get the handoffPolicy property: Session-wide Handoff limits. Requires `$entrypoint` with at least one outgoing
+     * condition. When omitted, the service permits up to 16 completed and 16 attempted handoffs.
+     *
+     * @return the handoffPolicy value.
+     */
+    @Generated
+    public VoiceAgentHandoffPolicy getHandoffPolicy() {
+        return this.handoffPolicy;
+    }
+
+    /**
+     * Set the handoffPolicy property: Session-wide Handoff limits. Requires `$entrypoint` with at least one outgoing
+     * condition. When omitted, the service permits up to 16 completed and 16 attempted handoffs.
+     *
+     * @param handoffPolicy the handoffPolicy value to set.
+     * @return the VoiceAgentInlineSubagentConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentInlineSubagentConfiguration setHandoffPolicy(VoiceAgentHandoffPolicy handoffPolicy) {
+        this.handoffPolicy = handoffPolicy;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeArrayField("subagents", this.subagents, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("subagent_type", this.subagentType == null ? null : this.subagentType.toString());
+        jsonWriter.writeJsonField("handoff_policy", this.handoffPolicy);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentInlineSubagentConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentInlineSubagentConfiguration if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentInlineSubagentConfiguration.
+     */
+    @Generated
+    public static VoiceAgentInlineSubagentConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            List<InlineVoiceSubagent> subagents = null;
+            VoiceAgentSubagentType subagentType = VoiceAgentSubagentType.INLINE;
+            VoiceAgentHandoffPolicy handoffPolicy = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("subagents".equals(fieldName)) {
+                    subagents = reader.readArray(reader1 -> InlineVoiceSubagent.fromJson(reader1));
+                } else if ("subagent_type".equals(fieldName)) {
+                    subagentType = VoiceAgentSubagentType.fromString(reader.getString());
+                } else if ("handoff_policy".equals(fieldName)) {
+                    handoffPolicy = VoiceAgentHandoffPolicy.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentInlineSubagentConfiguration deserializedVoiceAgentInlineSubagentConfiguration
+                = new VoiceAgentInlineSubagentConfiguration(subagents);
+            deserializedVoiceAgentInlineSubagentConfiguration.subagentType = subagentType;
+            deserializedVoiceAgentInlineSubagentConfiguration.handoffPolicy = handoffPolicy;
+            return deserializedVoiceAgentInlineSubagentConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java
index 002ae2f8f0648..3ed97a17e36a9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java
@@ -10,10 +10,6 @@
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
-import com.openai.models.responses.ResponseCreateParams;
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
 import java.io.IOException;
 
 /**
@@ -75,22 +71,20 @@ public String getPrompt() {
     /**
      * Get the toolChoice property: The tool-selection policy for the opening response. Defaults to `none`.
      *
-     * @return the toolChoice value.
+     * @return the tool choice, or {@code null} when absent or JSON null.
      */
-    BinaryData getToolChoice() {
-        // AI Tooling: union type
-        return this.toolChoice;
+    public VoiceAgentToolChoice getToolChoice() {
+        return this.toolChoice == null ? null : this.toolChoice.toObject(VoiceAgentToolChoice.class);
     }
 
     /**
      * Set the toolChoice property: The tool-selection policy for the opening response. Defaults to `none`.
      *
-     * @param toolChoice the toolChoice value to set.
+     * @param toolChoice the tool choice, or {@code null} to clear the property.
      * @return the VoiceAgentLlmGeneratedGreetingConfiguration object itself.
      */
-    VoiceAgentLlmGeneratedGreetingConfiguration setToolChoice(BinaryData toolChoice) {
-        // AI Tooling: union type
-        this.toolChoice = toolChoice;
+    public VoiceAgentLlmGeneratedGreetingConfiguration setToolChoice(VoiceAgentToolChoice toolChoice) {
+        this.toolChoice = toolChoice == null ? null : BinaryData.fromObject(toolChoice);
         return this;
     }
 
@@ -146,110 +140,4 @@ public static VoiceAgentLlmGeneratedGreetingConfiguration fromJson(JsonReader js
             return deserializedVoiceAgentLlmGeneratedGreetingConfiguration;
         });
     }
-
-    /**
-     * Set the toolChoice property: The tool-selection policy for the opening response. Defaults to `none`.
-     *
-     * @param toolChoice the {@link ToolChoiceOptions} mode to set ({@code NONE}, {@code AUTO} or {@code REQUIRED}).
-     * @return the VoiceAgentLlmGeneratedGreetingConfiguration object itself.
-     */
-    public VoiceAgentLlmGeneratedGreetingConfiguration setToolChoice(ToolChoiceOptions toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Set the toolChoice property to a specific function tool: The tool-selection policy for the opening response.
-     * Defaults to `none`.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceFunction} to set, or null to clear.
-     * @return the VoiceAgentLlmGeneratedGreetingConfiguration object itself.
-     */
-    public VoiceAgentLlmGeneratedGreetingConfiguration setToolChoice(ToolChoiceFunction toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceFunction}: The tool-selection policy for the
-     * opening response. Defaults to `none`.
-     *
-     * @return the toolChoice value as a ToolChoiceFunction, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceFunction getToolChoiceAsToolChoiceFunction() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isFunction()) {
-            return null;
-        }
-        return choice.asFunction();
-    }
-
-    /**
-     * Set the toolChoice property to a specific MCP tool: The tool-selection policy for the opening response. Defaults
-     * to `none`.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceMcp} to set, or null to clear.
-     * @return the VoiceAgentLlmGeneratedGreetingConfiguration object itself.
-     */
-    public VoiceAgentLlmGeneratedGreetingConfiguration setToolChoice(ToolChoiceMcp toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceMcp}: The tool-selection policy for the opening
-     * response. Defaults to `none`.
-     *
-     * @return the toolChoice value as a ToolChoiceMcp, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceMcp getToolChoiceAsToolChoiceMcp() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isMcp()) {
-            return null;
-        }
-        return choice.asMcp();
-    }
-
-    private ResponseCreateParams.ToolChoice getOpenAIToolChoice() {
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!json.startsWith("{")) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ResponseCreateParams.ToolChoice.class);
-    }
-
-    /**
-     * Get the toolChoice property: The tool-selection policy for the opening response. Defaults to `none`.
-     *
-     * @return the toolChoice value as a {@link ToolChoiceOptions}, or {@code null} when it is not set or holds another
-     * variant.
-     */
-    public ToolChoiceOptions getToolChoiceAsToolChoiceOptions() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ToolChoiceOptions.class);
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokens.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokens.java
new file mode 100644
index 0000000000000..fee44faa9226c
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokens.java
@@ -0,0 +1,101 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Immutable;
+import com.azure.core.util.logging.ClientLogger;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonWriter;
+
+import java.io.IOException;
+
+/**
+ * An output-token limit for a voice agent, expressed as a token count or the model's maximum available output tokens.
+ *
+ * <p>Use {@code VoiceAgentMaxOutputTokens.of(1024)} for a numeric limit or {@link #MAXIMUM} for the {@code "inf"} variant.
+ * The same type can be used with {@code setMaxOutputTokens} and {@code setMaxResponseOutputTokens}.
+ * Pass {@code null} to a model's setter to clear the property.</p>
+ *
+ * <p>Unrecognized string values read from JSON are preserved when serialized again. For those values,
+ * {@link #asInteger()} returns {@code null} and {@link #isMaximum()} returns {@code false}.</p>
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentMaxOutputTokens implements JsonSerializable<VoiceAgentMaxOutputTokens> {
+    private static final ClientLogger LOGGER = new ClientLogger(VoiceAgentMaxOutputTokens.class);
+
+    /**
+     * Uses the model's maximum available output tokens, represented as {@code "inf"} in JSON.
+     */
+    public static final VoiceAgentMaxOutputTokens MAXIMUM = new VoiceAgentMaxOutputTokens(null, "inf");
+
+    private final Integer count;
+
+    private final String stringValue;
+
+    private VoiceAgentMaxOutputTokens(Integer count, String stringValue) {
+        this.count = count;
+        this.stringValue = stringValue;
+    }
+
+    /**
+     * Creates a numeric output-token limit. The service validates the count for the selected model and operation.
+     *
+     * @param count the maximum number of output tokens.
+     * @return the token limit.
+     */
+    public static VoiceAgentMaxOutputTokens of(int count) {
+        return new VoiceAgentMaxOutputTokens(count, null);
+    }
+
+    /**
+     * Gets the numeric output-token limit.
+     *
+     * @return the count, or {@code null} if this limit holds a string variant.
+     */
+    public Integer asInteger() {
+        return count;
+    }
+
+    /**
+     * Gets whether this limit uses the model's maximum available output tokens.
+     *
+     * @return {@code true} for the {@code "inf"} variant; otherwise, {@code false}.
+     */
+    public boolean isMaximum() {
+        return "inf".equals(stringValue);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        return count == null ? jsonWriter.writeString(stringValue) : jsonWriter.writeInt(count);
+    }
+
+    /**
+     * Reads a token limit from a JSON integer or string.
+     *
+     * @param jsonReader the JSON reader.
+     * @return the token limit, or {@code null} for JSON null.
+     * @throws IOException if the JSON cannot be read.
+     * @throws IllegalStateException if the value is not an integer representable as an int or a string.
+     */
+    public static VoiceAgentMaxOutputTokens fromJson(JsonReader jsonReader) throws IOException {
+        Object value = jsonReader.readUntyped();
+        if (value == null) {
+            return null;
+        }
+        if (value instanceof Integer) {
+            return of((Integer) value);
+        }
+        if (value instanceof String) {
+            return "inf".equals(value) ? MAXIMUM : new VoiceAgentMaxOutputTokens(null, (String) value);
+        }
+        throw LOGGER.logExceptionAsError(new IllegalStateException("Token limit must be a JSON integer or string."));
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java
index 1ca6dc1ac4134..2408f60f335ee 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java
@@ -134,9 +134,9 @@ public List<RealtimeConversationItem> getOutput() {
      *
      * @return the maxOutputTokens value.
      */
-    BinaryData getMaxOutputTokens() {
+    public VoiceAgentMaxOutputTokens getMaxOutputTokens() {
         // AI Tooling: union type
-        return this.maxOutputTokens;
+        return this.maxOutputTokens == null ? null : this.maxOutputTokens.toObject(VoiceAgentMaxOutputTokens.class);
     }
 
     /**
@@ -243,9 +243,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("conversation_id", getConversationId());
         jsonWriter.writeArrayField("output_modalities", getOutputModalities(),
             (writer, element) -> writer.writeString(element == null ? null : element.toString()));
-        if (getMaxOutputTokens() != null) {
+        if (this.maxOutputTokens != null) {
             jsonWriter.writeFieldName("max_output_tokens");
-            getMaxOutputTokens().writeTo(jsonWriter);
+            this.maxOutputTokens.writeTo(jsonWriter);
         }
         jsonWriter.writeJsonField("audio", this.audio);
         jsonWriter.writeArrayField("output", this.output, (writer, element) -> writer.writeJson(element));
@@ -326,40 +326,4 @@ public static VoiceAgentRealtimeResponse fromJson(JsonReader jsonReader) throws
     public VoiceResponseObjectType getObjectType() {
         return this.objectType;
     }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
-     * tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
-     */
-    public Long getMaxOutputTokensAsLong() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(Long.class);
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
-     * tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public String getMaxOutputTokensAsString() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(String.class);
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java
index 42c2e67b88a05..261effb6d1c79 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java
@@ -15,10 +15,6 @@
 import com.openai.models.realtime.RealtimeReasoning;
 import com.openai.models.realtime.RealtimeResponseCreateParams;
 import com.openai.models.realtime.RealtimeResponseCreateParams.Conversation;
-import com.openai.models.responses.ResponseCreateParams;
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
 import java.io.IOException;
 import java.util.List;
 import java.util.Map;
@@ -220,23 +216,21 @@ public VoiceAgentResponseCreateOptions setToolsAsOpenAITools(List<RealtimeRespon
      * Get the toolChoice property: How the model chooses tools. Provide one of the string modes or force a specific
      * function/MCP tool.
      *
-     * @return the toolChoice value.
+     * @return the tool choice, or {@code null} when absent or JSON null.
      */
-    BinaryData getToolChoice() {
-        // AI Tooling: union type
-        return this.toolChoice;
+    public VoiceAgentToolChoice getToolChoice() {
+        return this.toolChoice == null ? null : this.toolChoice.toObject(VoiceAgentToolChoice.class);
     }
 
     /**
      * Set the toolChoice property: How the model chooses tools. Provide one of the string modes or force a specific
      * function/MCP tool.
      *
-     * @param toolChoice the toolChoice value to set.
+     * @param toolChoice the tool choice, or {@code null} to clear the property.
      * @return the VoiceAgentResponseCreateOptions object itself.
      */
-    VoiceAgentResponseCreateOptions setToolChoice(BinaryData toolChoice) {
-        // AI Tooling: union type
-        this.toolChoice = toolChoice;
+    public VoiceAgentResponseCreateOptions setToolChoice(VoiceAgentToolChoice toolChoice) {
+        this.toolChoice = toolChoice == null ? null : BinaryData.fromObject(toolChoice);
         return this;
     }
 
@@ -294,9 +288,9 @@ public VoiceAgentResponseCreateOptions setReasoning(RealtimeReasoning reasoning)
      *
      * @return the maxOutputTokens value.
      */
-    BinaryData getMaxOutputTokens() {
+    public VoiceAgentMaxOutputTokens getMaxOutputTokens() {
         // AI Tooling: union type
-        return this.maxOutputTokens;
+        return this.maxOutputTokens == null ? null : this.maxOutputTokens.toObject(VoiceAgentMaxOutputTokens.class);
     }
 
     /**
@@ -308,9 +302,9 @@ BinaryData getMaxOutputTokens() {
      * @param maxOutputTokens the maxOutputTokens value to set.
      * @return the VoiceAgentResponseCreateOptions object itself.
      */
-    VoiceAgentResponseCreateOptions setMaxOutputTokens(BinaryData maxOutputTokens) {
+    public VoiceAgentResponseCreateOptions setMaxOutputTokens(VoiceAgentMaxOutputTokens maxOutputTokens) {
         // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens;
+        this.maxOutputTokens = maxOutputTokens == null ? null : BinaryData.fromObject(maxOutputTokens);
         return this;
     }
 
@@ -574,166 +568,6 @@ public static VoiceAgentResponseCreateOptions fromJson(JsonReader jsonReader) th
         });
     }
 
-    /**
-     * Set the toolChoice property: How the model chooses tools.
-     *
-     * @param toolChoice the {@link ToolChoiceOptions} mode to set ({@code NONE}, {@code AUTO} or {@code REQUIRED}).
-     * @return the VoiceAgentResponseCreateOptions object itself.
-     */
-    public VoiceAgentResponseCreateOptions setToolChoice(ToolChoiceOptions toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Set the toolChoice property to a specific function tool: How the model chooses tools.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceFunction} to set, or null to clear.
-     * @return the VoiceAgentResponseCreateOptions object itself.
-     */
-    public VoiceAgentResponseCreateOptions setToolChoice(ToolChoiceFunction toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceFunction}: How the model chooses tools.
-     *
-     * @return the toolChoice value as a ToolChoiceFunction, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceFunction getToolChoiceAsToolChoiceFunction() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isFunction()) {
-            return null;
-        }
-        return choice.asFunction();
-    }
-
-    /**
-     * Set the toolChoice property to a specific MCP tool: How the model chooses tools.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceMcp} to set, or null to clear.
-     * @return the VoiceAgentResponseCreateOptions object itself.
-     */
-    public VoiceAgentResponseCreateOptions setToolChoice(ToolChoiceMcp toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceMcp}: How the model chooses tools.
-     *
-     * @return the toolChoice value as a ToolChoiceMcp, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceMcp getToolChoiceAsToolChoiceMcp() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isMcp()) {
-            return null;
-        }
-        return choice.asMcp();
-    }
-
-    private ResponseCreateParams.ToolChoice getOpenAIToolChoice() {
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!json.startsWith("{")) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ResponseCreateParams.ToolChoice.class);
-    }
-
-    /**
-     * Set the maxOutputTokens property: Maximum number of output tokens for a single assistant response.
-     *
-     * @param maxOutputTokens the maximum number of output tokens to set.
-     * @return the VoiceAgentResponseCreateOptions object itself.
-     */
-    public VoiceAgentResponseCreateOptions setMaxOutputTokens(long maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = BinaryData.fromObject(maxOutputTokens);
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response.
-     *
-     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
-     */
-    public Long getMaxOutputTokensAsLong() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(Long.class);
-    }
-
-    /**
-     * Set the maxOutputTokens property: Maximum number of output tokens for a single assistant response.
-     *
-     * @param maxOutputTokens the token-limit string to set, for example {@code "inf"} for an unlimited count.
-     * @return the VoiceAgentResponseCreateOptions object itself.
-     */
-    public VoiceAgentResponseCreateOptions setMaxOutputTokens(String maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens == null ? null : BinaryData.fromObject(maxOutputTokens);
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response.
-     *
-     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public String getMaxOutputTokensAsString() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(String.class);
-    }
-
-    /**
-     * Get the toolChoice property: How the model chooses tools.
-     *
-     * @return the toolChoice value as a {@link ToolChoiceOptions}, or {@code null} when it is not set or holds another
-     * variant.
-     */
-    public ToolChoiceOptions getToolChoiceAsToolChoiceOptions() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ToolChoiceOptions.class);
-    }
-
     /**
      * Set the conversation property: Controls which conversation the response is added to. Currently supports
      * `auto` and `none`, with `auto` as the default value. The `auto` value
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffAbortedEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffAbortedEvent.java
new file mode 100644
index 0000000000000..7a09ffafbe5dd
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffAbortedEvent.java
@@ -0,0 +1,337 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import com.openai.models.realtime.RealtimeError;
+import java.io.IOException;
+
+/**
+ * The `session.handoff.aborted` server event.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSessionHandoffAbortedEvent extends RealtimeServerEvent {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private RealtimeServerEventType type = RealtimeServerEventType.SESSION_HANDOFF_ABORTED;
+
+    /*
+     * The server-generated event identifier.
+     */
+    @Generated
+    private final String eventId;
+
+    /*
+     * The server-generated handoff attempt identifier.
+     */
+    @Generated
+    private final String handoffId;
+
+    /*
+     * The configured edge selected for this handoff.
+     */
+    @Generated
+    private final String edgeId;
+
+    /*
+     * The source node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String fromNodeId;
+
+    /*
+     * The target node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String toNodeId;
+
+    /*
+     * The model active before the handoff.
+     */
+    @Generated
+    private final String fromModel;
+
+    /*
+     * The model prepared for the target behavior.
+     */
+    @Generated
+    private final String toModel;
+
+    /*
+     * The function-call identifier that initiated the handoff.
+     */
+    @Generated
+    private final String toolCallId;
+
+    /*
+     * The source generation for started or aborted events, and the committed target generation for completed events.
+     */
+    @Generated
+    private final int nodeGeneration;
+
+    /*
+     * Why the handoff ended before target commit.
+     */
+    @Generated
+    private final VoiceAgentHandoffAbortReason reason;
+
+    /*
+     * The handoff failure detail when `reason` is `error`.
+     */
+    @Generated
+    private RealtimeError error;
+
+    /**
+     * Creates an instance of VoiceAgentSessionHandoffAbortedEvent class.
+     *
+     * @param eventId the eventId value to set.
+     * @param handoffId the handoffId value to set.
+     * @param edgeId the edgeId value to set.
+     * @param fromNodeId the fromNodeId value to set.
+     * @param toNodeId the toNodeId value to set.
+     * @param fromModel the fromModel value to set.
+     * @param toModel the toModel value to set.
+     * @param toolCallId the toolCallId value to set.
+     * @param nodeGeneration the nodeGeneration value to set.
+     * @param reason the reason value to set.
+     */
+    @Generated
+    private VoiceAgentSessionHandoffAbortedEvent(String eventId, String handoffId, String edgeId, String fromNodeId,
+        String toNodeId, String fromModel, String toModel, String toolCallId, int nodeGeneration,
+        VoiceAgentHandoffAbortReason reason) {
+        this.eventId = eventId;
+        this.handoffId = handoffId;
+        this.edgeId = edgeId;
+        this.fromNodeId = fromNodeId;
+        this.toNodeId = toNodeId;
+        this.fromModel = fromModel;
+        this.toModel = toModel;
+        this.toolCallId = toolCallId;
+        this.nodeGeneration = nodeGeneration;
+        this.reason = reason;
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public RealtimeServerEventType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the eventId property: The server-generated event identifier.
+     *
+     * @return the eventId value.
+     */
+    @Generated
+    public String getEventId() {
+        return this.eventId;
+    }
+
+    /**
+     * Get the handoffId property: The server-generated handoff attempt identifier.
+     *
+     * @return the handoffId value.
+     */
+    @Generated
+    public String getHandoffId() {
+        return this.handoffId;
+    }
+
+    /**
+     * Get the edgeId property: The configured edge selected for this handoff.
+     *
+     * @return the edgeId value.
+     */
+    @Generated
+    public String getEdgeId() {
+        return this.edgeId;
+    }
+
+    /**
+     * Get the fromNodeId property: The source node identifier or `$entrypoint`.
+     *
+     * @return the fromNodeId value.
+     */
+    @Generated
+    public String getFromNodeId() {
+        return this.fromNodeId;
+    }
+
+    /**
+     * Get the toNodeId property: The target node identifier or `$entrypoint`.
+     *
+     * @return the toNodeId value.
+     */
+    @Generated
+    public String getToNodeId() {
+        return this.toNodeId;
+    }
+
+    /**
+     * Get the fromModel property: The model active before the handoff.
+     *
+     * @return the fromModel value.
+     */
+    @Generated
+    public String getFromModel() {
+        return this.fromModel;
+    }
+
+    /**
+     * Get the toModel property: The model prepared for the target behavior.
+     *
+     * @return the toModel value.
+     */
+    @Generated
+    public String getToModel() {
+        return this.toModel;
+    }
+
+    /**
+     * Get the toolCallId property: The function-call identifier that initiated the handoff.
+     *
+     * @return the toolCallId value.
+     */
+    @Generated
+    public String getToolCallId() {
+        return this.toolCallId;
+    }
+
+    /**
+     * Get the nodeGeneration property: The source generation for started or aborted events, and the committed target
+     * generation for completed events.
+     *
+     * @return the nodeGeneration value.
+     */
+    @Generated
+    public int getNodeGeneration() {
+        return this.nodeGeneration;
+    }
+
+    /**
+     * Get the reason property: Why the handoff ended before target commit.
+     *
+     * @return the reason value.
+     */
+    @Generated
+    public VoiceAgentHandoffAbortReason getReason() {
+        return this.reason;
+    }
+
+    /**
+     * Get the error property: The handoff failure detail when `reason` is `error`.
+     *
+     * @return the error value.
+     */
+    @Generated
+    public RealtimeError getError() {
+        return this.error;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        // AI Tooling: openai-java de-dup
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("event_id", this.eventId);
+        jsonWriter.writeStringField("handoff_id", this.handoffId);
+        jsonWriter.writeStringField("edge_id", this.edgeId);
+        jsonWriter.writeStringField("from_node_id", this.fromNodeId);
+        jsonWriter.writeStringField("to_node_id", this.toNodeId);
+        jsonWriter.writeStringField("from_model", this.fromModel);
+        jsonWriter.writeStringField("to_model", this.toModel);
+        jsonWriter.writeStringField("tool_call_id", this.toolCallId);
+        jsonWriter.writeIntField("node_generation", this.nodeGeneration);
+        jsonWriter.writeStringField("reason", this.reason == null ? null : this.reason.toString());
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        if (this.error != null) {
+            jsonWriter.writeFieldName("error");
+            OpenAIJsonHelper.toBinaryData(this.error).writeTo(jsonWriter);
+        }
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSessionHandoffAbortedEvent from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSessionHandoffAbortedEvent if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentSessionHandoffAbortedEvent.
+     */
+    public static VoiceAgentSessionHandoffAbortedEvent fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: openai-java de-dup
+        return jsonReader.readObject(reader -> {
+            String eventId = null;
+            String handoffId = null;
+            String edgeId = null;
+            String fromNodeId = null;
+            String toNodeId = null;
+            String fromModel = null;
+            String toModel = null;
+            String toolCallId = null;
+            int nodeGeneration = 0;
+            VoiceAgentHandoffAbortReason reason = null;
+            RealtimeServerEventType type = RealtimeServerEventType.SESSION_HANDOFF_ABORTED;
+            RealtimeError error = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("event_id".equals(fieldName)) {
+                    eventId = reader.getString();
+                } else if ("handoff_id".equals(fieldName)) {
+                    handoffId = reader.getString();
+                } else if ("edge_id".equals(fieldName)) {
+                    edgeId = reader.getString();
+                } else if ("from_node_id".equals(fieldName)) {
+                    fromNodeId = reader.getString();
+                } else if ("to_node_id".equals(fieldName)) {
+                    toNodeId = reader.getString();
+                } else if ("from_model".equals(fieldName)) {
+                    fromModel = reader.getString();
+                } else if ("to_model".equals(fieldName)) {
+                    toModel = reader.getString();
+                } else if ("tool_call_id".equals(fieldName)) {
+                    toolCallId = reader.getString();
+                } else if ("node_generation".equals(fieldName)) {
+                    nodeGeneration = reader.getInt();
+                } else if ("reason".equals(fieldName)) {
+                    reason = VoiceAgentHandoffAbortReason.fromString(reader.getString());
+                } else if ("type".equals(fieldName)) {
+                    type = RealtimeServerEventType.fromString(reader.getString());
+                } else if ("error".equals(fieldName)) {
+                    BinaryData errorData = reader.getNullable(r -> BinaryData.fromObject(r.readUntyped()));
+                    error = OpenAIJsonHelper.fromBinaryData(errorData, RealtimeError.class);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentSessionHandoffAbortedEvent deserializedVoiceAgentSessionHandoffAbortedEvent
+                = new VoiceAgentSessionHandoffAbortedEvent(eventId, handoffId, edgeId, fromNodeId, toNodeId, fromModel,
+                    toModel, toolCallId, nodeGeneration, reason);
+            deserializedVoiceAgentSessionHandoffAbortedEvent.type = type;
+            deserializedVoiceAgentSessionHandoffAbortedEvent.error = error;
+            return deserializedVoiceAgentSessionHandoffAbortedEvent;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffCompletedEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffCompletedEvent.java
new file mode 100644
index 0000000000000..2c8f0eff5822d
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffCompletedEvent.java
@@ -0,0 +1,340 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * The `session.handoff.completed` server event.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSessionHandoffCompletedEvent extends RealtimeServerEvent {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private RealtimeServerEventType type = RealtimeServerEventType.SESSION_HANDOFF_COMPLETED;
+
+    /*
+     * The server-generated event identifier.
+     */
+    @Generated
+    private final String eventId;
+
+    /*
+     * The server-generated handoff attempt identifier.
+     */
+    @Generated
+    private final String handoffId;
+
+    /*
+     * The configured edge selected for this handoff.
+     */
+    @Generated
+    private final String edgeId;
+
+    /*
+     * The source node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String fromNodeId;
+
+    /*
+     * The target node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String toNodeId;
+
+    /*
+     * The model active before the handoff.
+     */
+    @Generated
+    private final String fromModel;
+
+    /*
+     * The model prepared for the target behavior.
+     */
+    @Generated
+    private final String toModel;
+
+    /*
+     * The function-call identifier that initiated the handoff.
+     */
+    @Generated
+    private final String toolCallId;
+
+    /*
+     * The source generation for started or aborted events, and the committed target generation for completed events.
+     */
+    @Generated
+    private final int nodeGeneration;
+
+    /*
+     * The target-preparation duration.
+     */
+    @Generated
+    private final long prepareDuration;
+
+    /*
+     * The total handoff duration.
+     */
+    @Generated
+    private final long duration;
+
+    /**
+     * Creates an instance of VoiceAgentSessionHandoffCompletedEvent class.
+     *
+     * @param eventId the eventId value to set.
+     * @param handoffId the handoffId value to set.
+     * @param edgeId the edgeId value to set.
+     * @param fromNodeId the fromNodeId value to set.
+     * @param toNodeId the toNodeId value to set.
+     * @param fromModel the fromModel value to set.
+     * @param toModel the toModel value to set.
+     * @param toolCallId the toolCallId value to set.
+     * @param nodeGeneration the nodeGeneration value to set.
+     * @param prepareDuration the prepareDuration value to set.
+     * @param duration the duration value to set.
+     */
+    @Generated
+    private VoiceAgentSessionHandoffCompletedEvent(String eventId, String handoffId, String edgeId, String fromNodeId,
+        String toNodeId, String fromModel, String toModel, String toolCallId, int nodeGeneration,
+        Duration prepareDuration, Duration duration) {
+        this.eventId = eventId;
+        this.handoffId = handoffId;
+        this.edgeId = edgeId;
+        this.fromNodeId = fromNodeId;
+        this.toNodeId = toNodeId;
+        this.fromModel = fromModel;
+        this.toModel = toModel;
+        this.toolCallId = toolCallId;
+        this.nodeGeneration = nodeGeneration;
+        if (prepareDuration == null) {
+            this.prepareDuration = 0L;
+        } else {
+            this.prepareDuration = prepareDuration.toMillis();
+        }
+        if (duration == null) {
+            this.duration = 0L;
+        } else {
+            this.duration = duration.toMillis();
+        }
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public RealtimeServerEventType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the eventId property: The server-generated event identifier.
+     *
+     * @return the eventId value.
+     */
+    @Generated
+    public String getEventId() {
+        return this.eventId;
+    }
+
+    /**
+     * Get the handoffId property: The server-generated handoff attempt identifier.
+     *
+     * @return the handoffId value.
+     */
+    @Generated
+    public String getHandoffId() {
+        return this.handoffId;
+    }
+
+    /**
+     * Get the edgeId property: The configured edge selected for this handoff.
+     *
+     * @return the edgeId value.
+     */
+    @Generated
+    public String getEdgeId() {
+        return this.edgeId;
+    }
+
+    /**
+     * Get the fromNodeId property: The source node identifier or `$entrypoint`.
+     *
+     * @return the fromNodeId value.
+     */
+    @Generated
+    public String getFromNodeId() {
+        return this.fromNodeId;
+    }
+
+    /**
+     * Get the toNodeId property: The target node identifier or `$entrypoint`.
+     *
+     * @return the toNodeId value.
+     */
+    @Generated
+    public String getToNodeId() {
+        return this.toNodeId;
+    }
+
+    /**
+     * Get the fromModel property: The model active before the handoff.
+     *
+     * @return the fromModel value.
+     */
+    @Generated
+    public String getFromModel() {
+        return this.fromModel;
+    }
+
+    /**
+     * Get the toModel property: The model prepared for the target behavior.
+     *
+     * @return the toModel value.
+     */
+    @Generated
+    public String getToModel() {
+        return this.toModel;
+    }
+
+    /**
+     * Get the toolCallId property: The function-call identifier that initiated the handoff.
+     *
+     * @return the toolCallId value.
+     */
+    @Generated
+    public String getToolCallId() {
+        return this.toolCallId;
+    }
+
+    /**
+     * Get the nodeGeneration property: The source generation for started or aborted events, and the committed target
+     * generation for completed events.
+     *
+     * @return the nodeGeneration value.
+     */
+    @Generated
+    public int getNodeGeneration() {
+        return this.nodeGeneration;
+    }
+
+    /**
+     * Get the prepareDuration property: The target-preparation duration.
+     *
+     * @return the prepareDuration value.
+     */
+    @Generated
+    public Duration getPrepareDuration() {
+        return Duration.ofMillis(this.prepareDuration);
+    }
+
+    /**
+     * Get the duration property: The total handoff duration.
+     *
+     * @return the duration value.
+     */
+    @Generated
+    public Duration getDuration() {
+        return Duration.ofMillis(this.duration);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("event_id", this.eventId);
+        jsonWriter.writeStringField("handoff_id", this.handoffId);
+        jsonWriter.writeStringField("edge_id", this.edgeId);
+        jsonWriter.writeStringField("from_node_id", this.fromNodeId);
+        jsonWriter.writeStringField("to_node_id", this.toNodeId);
+        jsonWriter.writeStringField("from_model", this.fromModel);
+        jsonWriter.writeStringField("to_model", this.toModel);
+        jsonWriter.writeStringField("tool_call_id", this.toolCallId);
+        jsonWriter.writeIntField("node_generation", this.nodeGeneration);
+        jsonWriter.writeLongField("prepare_duration_ms", this.prepareDuration);
+        jsonWriter.writeLongField("duration_ms", this.duration);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSessionHandoffCompletedEvent from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSessionHandoffCompletedEvent if the JsonReader was pointing to an instance of
+     * it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentSessionHandoffCompletedEvent.
+     */
+    @Generated
+    public static VoiceAgentSessionHandoffCompletedEvent fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String eventId = null;
+            String handoffId = null;
+            String edgeId = null;
+            String fromNodeId = null;
+            String toNodeId = null;
+            String fromModel = null;
+            String toModel = null;
+            String toolCallId = null;
+            int nodeGeneration = 0;
+            Duration prepareDuration = null;
+            Duration duration = null;
+            RealtimeServerEventType type = RealtimeServerEventType.SESSION_HANDOFF_COMPLETED;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("event_id".equals(fieldName)) {
+                    eventId = reader.getString();
+                } else if ("handoff_id".equals(fieldName)) {
+                    handoffId = reader.getString();
+                } else if ("edge_id".equals(fieldName)) {
+                    edgeId = reader.getString();
+                } else if ("from_node_id".equals(fieldName)) {
+                    fromNodeId = reader.getString();
+                } else if ("to_node_id".equals(fieldName)) {
+                    toNodeId = reader.getString();
+                } else if ("from_model".equals(fieldName)) {
+                    fromModel = reader.getString();
+                } else if ("to_model".equals(fieldName)) {
+                    toModel = reader.getString();
+                } else if ("tool_call_id".equals(fieldName)) {
+                    toolCallId = reader.getString();
+                } else if ("node_generation".equals(fieldName)) {
+                    nodeGeneration = reader.getInt();
+                } else if ("prepare_duration_ms".equals(fieldName)) {
+                    prepareDuration = Duration.ofMillis(reader.getLong());
+                } else if ("duration_ms".equals(fieldName)) {
+                    duration = Duration.ofMillis(reader.getLong());
+                } else if ("type".equals(fieldName)) {
+                    type = RealtimeServerEventType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentSessionHandoffCompletedEvent deserializedVoiceAgentSessionHandoffCompletedEvent
+                = new VoiceAgentSessionHandoffCompletedEvent(eventId, handoffId, edgeId, fromNodeId, toNodeId,
+                    fromModel, toModel, toolCallId, nodeGeneration, prepareDuration, duration);
+            deserializedVoiceAgentSessionHandoffCompletedEvent.type = type;
+            return deserializedVoiceAgentSessionHandoffCompletedEvent;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffStartedEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffStartedEvent.java
new file mode 100644
index 0000000000000..3e998a499c70f
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffStartedEvent.java
@@ -0,0 +1,286 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * The `session.handoff.started` server event.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSessionHandoffStartedEvent extends RealtimeServerEvent {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private RealtimeServerEventType type = RealtimeServerEventType.SESSION_HANDOFF_STARTED;
+
+    /*
+     * The server-generated event identifier.
+     */
+    @Generated
+    private final String eventId;
+
+    /*
+     * The server-generated handoff attempt identifier.
+     */
+    @Generated
+    private final String handoffId;
+
+    /*
+     * The configured edge selected for this handoff.
+     */
+    @Generated
+    private final String edgeId;
+
+    /*
+     * The source node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String fromNodeId;
+
+    /*
+     * The target node identifier or `$entrypoint`.
+     */
+    @Generated
+    private final String toNodeId;
+
+    /*
+     * The model active before the handoff.
+     */
+    @Generated
+    private final String fromModel;
+
+    /*
+     * The model prepared for the target behavior.
+     */
+    @Generated
+    private final String toModel;
+
+    /*
+     * The function-call identifier that initiated the handoff.
+     */
+    @Generated
+    private final String toolCallId;
+
+    /*
+     * The source generation for started or aborted events, and the committed target generation for completed events.
+     */
+    @Generated
+    private final int nodeGeneration;
+
+    /**
+     * Creates an instance of VoiceAgentSessionHandoffStartedEvent class.
+     *
+     * @param eventId the eventId value to set.
+     * @param handoffId the handoffId value to set.
+     * @param edgeId the edgeId value to set.
+     * @param fromNodeId the fromNodeId value to set.
+     * @param toNodeId the toNodeId value to set.
+     * @param fromModel the fromModel value to set.
+     * @param toModel the toModel value to set.
+     * @param toolCallId the toolCallId value to set.
+     * @param nodeGeneration the nodeGeneration value to set.
+     */
+    @Generated
+    private VoiceAgentSessionHandoffStartedEvent(String eventId, String handoffId, String edgeId, String fromNodeId,
+        String toNodeId, String fromModel, String toModel, String toolCallId, int nodeGeneration) {
+        this.eventId = eventId;
+        this.handoffId = handoffId;
+        this.edgeId = edgeId;
+        this.fromNodeId = fromNodeId;
+        this.toNodeId = toNodeId;
+        this.fromModel = fromModel;
+        this.toModel = toModel;
+        this.toolCallId = toolCallId;
+        this.nodeGeneration = nodeGeneration;
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public RealtimeServerEventType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the eventId property: The server-generated event identifier.
+     *
+     * @return the eventId value.
+     */
+    @Generated
+    public String getEventId() {
+        return this.eventId;
+    }
+
+    /**
+     * Get the handoffId property: The server-generated handoff attempt identifier.
+     *
+     * @return the handoffId value.
+     */
+    @Generated
+    public String getHandoffId() {
+        return this.handoffId;
+    }
+
+    /**
+     * Get the edgeId property: The configured edge selected for this handoff.
+     *
+     * @return the edgeId value.
+     */
+    @Generated
+    public String getEdgeId() {
+        return this.edgeId;
+    }
+
+    /**
+     * Get the fromNodeId property: The source node identifier or `$entrypoint`.
+     *
+     * @return the fromNodeId value.
+     */
+    @Generated
+    public String getFromNodeId() {
+        return this.fromNodeId;
+    }
+
+    /**
+     * Get the toNodeId property: The target node identifier or `$entrypoint`.
+     *
+     * @return the toNodeId value.
+     */
+    @Generated
+    public String getToNodeId() {
+        return this.toNodeId;
+    }
+
+    /**
+     * Get the fromModel property: The model active before the handoff.
+     *
+     * @return the fromModel value.
+     */
+    @Generated
+    public String getFromModel() {
+        return this.fromModel;
+    }
+
+    /**
+     * Get the toModel property: The model prepared for the target behavior.
+     *
+     * @return the toModel value.
+     */
+    @Generated
+    public String getToModel() {
+        return this.toModel;
+    }
+
+    /**
+     * Get the toolCallId property: The function-call identifier that initiated the handoff.
+     *
+     * @return the toolCallId value.
+     */
+    @Generated
+    public String getToolCallId() {
+        return this.toolCallId;
+    }
+
+    /**
+     * Get the nodeGeneration property: The source generation for started or aborted events, and the committed target
+     * generation for completed events.
+     *
+     * @return the nodeGeneration value.
+     */
+    @Generated
+    public int getNodeGeneration() {
+        return this.nodeGeneration;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("event_id", this.eventId);
+        jsonWriter.writeStringField("handoff_id", this.handoffId);
+        jsonWriter.writeStringField("edge_id", this.edgeId);
+        jsonWriter.writeStringField("from_node_id", this.fromNodeId);
+        jsonWriter.writeStringField("to_node_id", this.toNodeId);
+        jsonWriter.writeStringField("from_model", this.fromModel);
+        jsonWriter.writeStringField("to_model", this.toModel);
+        jsonWriter.writeStringField("tool_call_id", this.toolCallId);
+        jsonWriter.writeIntField("node_generation", this.nodeGeneration);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSessionHandoffStartedEvent from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSessionHandoffStartedEvent if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentSessionHandoffStartedEvent.
+     */
+    @Generated
+    public static VoiceAgentSessionHandoffStartedEvent fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String eventId = null;
+            String handoffId = null;
+            String edgeId = null;
+            String fromNodeId = null;
+            String toNodeId = null;
+            String fromModel = null;
+            String toModel = null;
+            String toolCallId = null;
+            int nodeGeneration = 0;
+            RealtimeServerEventType type = RealtimeServerEventType.SESSION_HANDOFF_STARTED;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("event_id".equals(fieldName)) {
+                    eventId = reader.getString();
+                } else if ("handoff_id".equals(fieldName)) {
+                    handoffId = reader.getString();
+                } else if ("edge_id".equals(fieldName)) {
+                    edgeId = reader.getString();
+                } else if ("from_node_id".equals(fieldName)) {
+                    fromNodeId = reader.getString();
+                } else if ("to_node_id".equals(fieldName)) {
+                    toNodeId = reader.getString();
+                } else if ("from_model".equals(fieldName)) {
+                    fromModel = reader.getString();
+                } else if ("to_model".equals(fieldName)) {
+                    toModel = reader.getString();
+                } else if ("tool_call_id".equals(fieldName)) {
+                    toolCallId = reader.getString();
+                } else if ("node_generation".equals(fieldName)) {
+                    nodeGeneration = reader.getInt();
+                } else if ("type".equals(fieldName)) {
+                    type = RealtimeServerEventType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentSessionHandoffStartedEvent deserializedVoiceAgentSessionHandoffStartedEvent
+                = new VoiceAgentSessionHandoffStartedEvent(eventId, handoffId, edgeId, fromNodeId, toNodeId, fromModel,
+                    toModel, toolCallId, nodeGeneration);
+            deserializedVoiceAgentSessionHandoffStartedEvent.type = type;
+            return deserializedVoiceAgentSessionHandoffStartedEvent;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java
index e45301cb7d821..be3a9d82f9689 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java
@@ -13,10 +13,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import com.openai.models.realtime.RealtimeReasoning;
-import com.openai.models.responses.ResponseCreateParams;
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
 import java.io.IOException;
 import java.time.Instant;
 import java.time.OffsetDateTime;
@@ -199,9 +195,9 @@ public Double getTemperature() {
      *
      * @return the maxOutputTokens value.
      */
-    BinaryData getMaxOutputTokens() {
+    public VoiceAgentMaxOutputTokens getMaxOutputTokens() {
         // AI Tooling: union type
-        return this.maxOutputTokens;
+        return this.maxOutputTokens == null ? null : this.maxOutputTokens.toObject(VoiceAgentMaxOutputTokens.class);
     }
 
     /**
@@ -257,11 +253,10 @@ public List<VoiceAgentTool> getTools() {
     /**
      * Get the toolChoice property: Tool-selection behavior for the session.
      *
-     * @return the toolChoice value.
+     * @return the tool choice, or {@code null} when absent or JSON null.
      */
-    BinaryData getToolChoice() {
-        // AI Tooling: union type
-        return this.toolChoice;
+    public VoiceAgentToolChoice getToolChoice() {
+        return this.toolChoice == null ? null : this.toolChoice.toObject(VoiceAgentToolChoice.class);
     }
 
     /**
@@ -404,6 +399,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeMapField("metadata", this.metadata, (writer, element) -> writer.writeString(element));
         jsonWriter.writeJsonField("interim_response", this.interimResponse);
         jsonWriter.writeJsonField("greeting", this.greeting);
+        jsonWriter.writeJsonField("handoff", this.handoff);
         jsonWriter.writeNumberField("expires_at", this.expiresAt);
         return jsonWriter.writeEndObject();
     }
@@ -437,6 +433,7 @@ public static VoiceAgentSessionResponseConfiguration fromJson(JsonReader jsonRea
             Map<String, String> metadata = null;
             VoiceAgentInterimResponseConfiguration interimResponse = null;
             VoiceAgentGreetingConfiguration greeting = null;
+            VoiceAgentHandoffState handoff = null;
             Long expiresAt = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
@@ -481,6 +478,8 @@ public static VoiceAgentSessionResponseConfiguration fromJson(JsonReader jsonRea
                     interimResponse = VoiceAgentInterimResponseConfiguration.fromJson(reader);
                 } else if ("greeting".equals(fieldName)) {
                     greeting = VoiceAgentGreetingConfiguration.fromJson(reader);
+                } else if ("handoff".equals(fieldName)) {
+                    handoff = VoiceAgentHandoffState.fromJson(reader);
                 } else if ("expires_at".equals(fieldName)) {
                     expiresAt = reader.getNullable(JsonReader::getLong);
                 } else {
@@ -504,106 +503,25 @@ public static VoiceAgentSessionResponseConfiguration fromJson(JsonReader jsonRea
             deserializedVoiceAgentSessionResponseConfiguration.metadata = metadata;
             deserializedVoiceAgentSessionResponseConfiguration.interimResponse = interimResponse;
             deserializedVoiceAgentSessionResponseConfiguration.greeting = greeting;
+            deserializedVoiceAgentSessionResponseConfiguration.handoff = handoff;
             deserializedVoiceAgentSessionResponseConfiguration.expiresAt = expiresAt;
             return deserializedVoiceAgentSessionResponseConfiguration;
         });
     }
 
-    /**
-     * Get the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
-     */
-    public Long getMaxOutputTokensAsLong() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(Long.class);
-    }
-
-    /**
-     * Get the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public String getMaxOutputTokensAsString() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(String.class);
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceFunction}: Tool-selection behavior for the
-     * session.
-     *
-     * @return the toolChoice value as a ToolChoiceFunction, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceFunction getToolChoiceAsToolChoiceFunction() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isFunction()) {
-            return null;
-        }
-        return choice.asFunction();
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceMcp}: Tool-selection behavior for the session.
-     *
-     * @return the toolChoice value as a ToolChoiceMcp, or {@code null} if it is not set or holds another variant.
+    /*
+     * The effective handoff topology and runtime state, when handoff is configured.
      */
-    public ToolChoiceMcp getToolChoiceAsToolChoiceMcp() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isMcp()) {
-            return null;
-        }
-        return choice.asMcp();
-    }
-
-    private ResponseCreateParams.ToolChoice getOpenAIToolChoice() {
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!json.startsWith("{")) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ResponseCreateParams.ToolChoice.class);
-    }
+    @Generated
+    private VoiceAgentHandoffState handoff;
 
     /**
-     * Get the toolChoice property: Tool-selection behavior for the session.
+     * Get the handoff property: The effective handoff topology and runtime state, when handoff is configured.
      *
-     * @return the toolChoice value as a {@link ToolChoiceOptions}, or {@code null} when it is not set or holds another
-     * variant.
+     * @return the handoff value.
      */
-    public ToolChoiceOptions getToolChoiceAsToolChoiceOptions() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ToolChoiceOptions.class);
+    @Generated
+    public VoiceAgentHandoffState getHandoff() {
+        return this.handoff;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java
index 985dbfdb31402..bb584a47582f1 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java
@@ -13,10 +13,6 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import com.openai.models.realtime.RealtimeReasoning;
-import com.openai.models.responses.ResponseCreateParams;
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
 import java.io.IOException;
 import java.util.List;
 import java.util.Map;
@@ -191,9 +187,9 @@ public VoiceAgentSessionUpdateConfiguration setTemperature(Double temperature) {
      *
      * @return the maxOutputTokens value.
      */
-    BinaryData getMaxOutputTokens() {
+    public VoiceAgentMaxOutputTokens getMaxOutputTokens() {
         // AI Tooling: union type
-        return this.maxOutputTokens;
+        return this.maxOutputTokens == null ? null : this.maxOutputTokens.toObject(VoiceAgentMaxOutputTokens.class);
     }
 
     /**
@@ -202,9 +198,9 @@ BinaryData getMaxOutputTokens() {
      * @param maxOutputTokens the maxOutputTokens value to set.
      * @return the VoiceAgentSessionUpdateConfiguration object itself.
      */
-    VoiceAgentSessionUpdateConfiguration setMaxOutputTokens(BinaryData maxOutputTokens) {
+    public VoiceAgentSessionUpdateConfiguration setMaxOutputTokens(VoiceAgentMaxOutputTokens maxOutputTokens) {
         // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens;
+        this.maxOutputTokens = maxOutputTokens == null ? null : BinaryData.fromObject(maxOutputTokens);
         return this;
     }
 
@@ -321,22 +317,20 @@ public VoiceAgentSessionUpdateConfiguration setTools(List<VoiceAgentTool> tools)
     /**
      * Get the toolChoice property: Tool-selection behavior for the session.
      *
-     * @return the toolChoice value.
+     * @return the tool choice, or {@code null} when absent or JSON null.
      */
-    BinaryData getToolChoice() {
-        // AI Tooling: union type
-        return this.toolChoice;
+    public VoiceAgentToolChoice getToolChoice() {
+        return this.toolChoice == null ? null : this.toolChoice.toObject(VoiceAgentToolChoice.class);
     }
 
     /**
      * Set the toolChoice property: Tool-selection behavior for the session.
      *
-     * @param toolChoice the toolChoice value to set.
+     * @param toolChoice the tool choice, or {@code null} to clear the property.
      * @return the VoiceAgentSessionUpdateConfiguration object itself.
      */
-    VoiceAgentSessionUpdateConfiguration setToolChoice(BinaryData toolChoice) {
-        // AI Tooling: union type
-        this.toolChoice = toolChoice;
+    public VoiceAgentSessionUpdateConfiguration setToolChoice(VoiceAgentToolChoice toolChoice) {
+        this.toolChoice = toolChoice == null ? null : BinaryData.fromObject(toolChoice);
         return this;
     }
 
@@ -583,165 +577,4 @@ public static VoiceAgentSessionUpdateConfiguration fromJson(JsonReader jsonReade
             return deserializedVoiceAgentSessionUpdateConfiguration;
         });
     }
-
-    /**
-     * Set the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @param maxOutputTokens the maximum number of output tokens to set.
-     * @return the VoiceAgentSessionUpdateConfiguration object itself.
-     */
-    public VoiceAgentSessionUpdateConfiguration setMaxOutputTokens(long maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = BinaryData.fromObject(maxOutputTokens);
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
-     */
-    public Long getMaxOutputTokensAsLong() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(Long.class);
-    }
-
-    /**
-     * Set the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @param maxOutputTokens the token-limit string to set, for example {@code "inf"} for an unlimited count.
-     * @return the VoiceAgentSessionUpdateConfiguration object itself.
-     */
-    public VoiceAgentSessionUpdateConfiguration setMaxOutputTokens(String maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens == null ? null : BinaryData.fromObject(maxOutputTokens);
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: The maximum output-token count for one response.
-     *
-     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public String getMaxOutputTokensAsString() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(String.class);
-    }
-
-    /**
-     * Set the toolChoice property: Tool-selection behavior for the session.
-     *
-     * @param toolChoice the {@link ToolChoiceOptions} mode to set ({@code NONE}, {@code AUTO} or {@code REQUIRED}).
-     * @return the VoiceAgentSessionUpdateConfiguration object itself.
-     */
-    public VoiceAgentSessionUpdateConfiguration setToolChoice(ToolChoiceOptions toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Set the toolChoice property to a specific function tool: Tool-selection behavior for the session.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceFunction} to set, or null to clear.
-     * @return the VoiceAgentSessionUpdateConfiguration object itself.
-     */
-    public VoiceAgentSessionUpdateConfiguration setToolChoice(ToolChoiceFunction toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceFunction}: Tool-selection behavior for the
-     * session.
-     *
-     * @return the toolChoice value as a ToolChoiceFunction, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceFunction getToolChoiceAsToolChoiceFunction() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isFunction()) {
-            return null;
-        }
-        return choice.asFunction();
-    }
-
-    /**
-     * Set the toolChoice property to a specific MCP tool: Tool-selection behavior for the session.
-     *
-     * @param toolChoice the openai-java {@link ToolChoiceMcp} to set, or null to clear.
-     * @return the VoiceAgentSessionUpdateConfiguration object itself.
-     */
-    public VoiceAgentSessionUpdateConfiguration setToolChoice(ToolChoiceMcp toolChoice) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.toolChoice = com.azure.ai.agents.implementation.OpenAIJsonHelper.toBinaryData(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property as an openai-java {@link ToolChoiceMcp}: Tool-selection behavior for the session.
-     *
-     * @return the toolChoice value as a ToolChoiceMcp, or {@code null} if it is not set or holds another variant.
-     */
-    public ToolChoiceMcp getToolChoiceAsToolChoiceMcp() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        ResponseCreateParams.ToolChoice choice = getOpenAIToolChoice();
-        if (choice == null || !choice.isMcp()) {
-            return null;
-        }
-        return choice.asMcp();
-    }
-
-    private ResponseCreateParams.ToolChoice getOpenAIToolChoice() {
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!json.startsWith("{")) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ResponseCreateParams.ToolChoice.class);
-    }
-
-    /**
-     * Get the toolChoice property: Tool-selection behavior for the session.
-     *
-     * @return the toolChoice value as a {@link ToolChoiceOptions}, or {@code null} when it is not set or holds another
-     * variant.
-     */
-    public ToolChoiceOptions getToolChoiceAsToolChoiceOptions() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        if (this.toolChoice == null) {
-            return null;
-        }
-        String json = this.toolChoice.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.toolChoice,
-            ToolChoiceOptions.class);
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java
index 31fe251b63d48..c8411982c6f02 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java
@@ -11,76 +11,102 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
-import java.util.List;
 
 /**
- * Configuration for sibling Foundry text agents that a voice agent may consult.
+ * Configuration for delegated background specialists or inline voice subagents. For compatibility with existing
+ * delegate configurations, the service treats an omitted `subagent_type` as `delegate`.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class VoiceAgentSubagentConfiguration implements JsonSerializable<VoiceAgentSubagentConfiguration> {
+public class VoiceAgentSubagentConfiguration implements JsonSerializable<VoiceAgentSubagentConfiguration> {
 
-    /*
-     * The sibling Foundry text agents, in the same project, that this voice agent may consult.
+    /**
+     * {@inheritDoc}
      */
     @Generated
-    private final List<VoiceAgentSubagent> subagents;
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("subagent_type", this.subagentType == null ? null : this.subagentType.toString());
+        return jsonWriter.writeEndObject();
+    }
 
     /**
-     * Creates an instance of VoiceAgentSubagentConfiguration class.
+     * Reads an instance of VoiceAgentSubagentConfiguration from the JsonReader.
      *
-     * @param subagents the subagents value to set.
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSubagentConfiguration if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentSubagentConfiguration.
      */
     @Generated
-    public VoiceAgentSubagentConfiguration(List<VoiceAgentSubagent> subagents) {
-        this.subagents = subagents;
+    public static VoiceAgentSubagentConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String discriminatorValue = null;
+            try (JsonReader readerToUse = reader.bufferObject()) {
+                // Prepare for reading
+                readerToUse.nextToken();
+                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
+                    String fieldName = readerToUse.getFieldName();
+                    readerToUse.nextToken();
+                    if ("subagent_type".equals(fieldName)) {
+                        discriminatorValue = readerToUse.getString();
+                        break;
+                    } else {
+                        readerToUse.skipChildren();
+                    }
+                }
+                // Use the discriminator value to determine which subtype should be deserialized.
+                if ("delegate".equals(discriminatorValue)) {
+                    return VoiceAgentDelegateSubagentConfiguration.fromJson(readerToUse.reset());
+                } else if ("inline".equals(discriminatorValue)) {
+                    return VoiceAgentInlineSubagentConfiguration.fromJson(readerToUse.reset());
+                } else {
+                    return fromJsonKnownDiscriminator(readerToUse.reset());
+                }
+            }
+        });
     }
 
-    /**
-     * Get the subagents property: The sibling Foundry text agents, in the same project, that this voice agent may
-     * consult.
-     *
-     * @return the subagents value.
+    /*
+     * The subagent mode.
      */
     @Generated
-    public List<VoiceAgentSubagent> getSubagents() {
-        return this.subagents;
-    }
+    private VoiceAgentSubagentType subagentType = VoiceAgentSubagentType.fromString("VoiceAgentSubagentConfiguration");
 
     /**
-     * {@inheritDoc}
+     * Creates an instance of VoiceAgentSubagentConfiguration class.
      */
     @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeArrayField("subagents", this.subagents, (writer, element) -> writer.writeJson(element));
-        return jsonWriter.writeEndObject();
+    protected VoiceAgentSubagentConfiguration() {
     }
 
     /**
-     * Reads an instance of VoiceAgentSubagentConfiguration from the JsonReader.
+     * Get the subagentType property: The subagent mode.
      *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of VoiceAgentSubagentConfiguration if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the VoiceAgentSubagentConfiguration.
+     * @return the subagentType value.
      */
     @Generated
-    public static VoiceAgentSubagentConfiguration fromJson(JsonReader jsonReader) throws IOException {
+    public VoiceAgentSubagentType getSubagentType() {
+        return this.subagentType;
+    }
+
+    @Generated
+    static VoiceAgentSubagentConfiguration fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            List<VoiceAgentSubagent> subagents = null;
+            VoiceAgentSubagentConfiguration deserializedVoiceAgentSubagentConfiguration
+                = new VoiceAgentSubagentConfiguration();
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("subagents".equals(fieldName)) {
-                    subagents = reader.readArray(reader1 -> VoiceAgentSubagent.fromJson(reader1));
+                if ("subagent_type".equals(fieldName)) {
+                    deserializedVoiceAgentSubagentConfiguration.subagentType
+                        = VoiceAgentSubagentType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
             }
-            return new VoiceAgentSubagentConfiguration(subagents);
+            return deserializedVoiceAgentSubagentConfiguration;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentType.java
new file mode 100644
index 0000000000000..a6f5779a78f3a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentType.java
@@ -0,0 +1,59 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The subagent configuration mode. Additional modes may be added over time.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSubagentType extends ExpandableStringEnum<VoiceAgentSubagentType> {
+
+    /**
+     * Referenced Foundry agents invoked as delegated background specialists.
+     */
+    @Generated
+    public static final VoiceAgentSubagentType DELEGATE = fromString("delegate");
+
+    /**
+     * Inline voice behaviors that may become active through Handoff.
+     */
+    @Generated
+    public static final VoiceAgentSubagentType INLINE = fromString("inline");
+
+    /**
+     * Creates a new instance of VoiceAgentSubagentType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentSubagentType() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentSubagentType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentSubagentType.
+     */
+    @Generated
+    public static VoiceAgentSubagentType fromString(String name) {
+        return fromString(name, VoiceAgentSubagentType.class);
+    }
+
+    /**
+     * Gets known VoiceAgentSubagentType values.
+     *
+     * @return known VoiceAgentSubagentType values.
+     */
+    @Generated
+    public static Collection<VoiceAgentSubagentType> values() {
+        return values(VoiceAgentSubagentType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolChoice.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolChoice.java
new file mode 100644
index 0000000000000..f04f137aedb49
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolChoice.java
@@ -0,0 +1,157 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Immutable;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.logging.ClientLogger;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonWriter;
+import com.openai.models.responses.ResponseCreateParams;
+import com.openai.models.responses.ToolChoiceFunction;
+import com.openai.models.responses.ToolChoiceMcp;
+import com.openai.models.responses.ToolChoiceOptions;
+
+import java.io.IOException;
+import java.util.Map;
+import java.util.Objects;
+
+/**
+ * Tool-selection behavior for a voice agent: a mode, a specific function, or a specific MCP tool.
+ *
+ * <p>Create a choice using {@link #ofMode(ToolChoiceOptions)}, {@link #ofFunction(ToolChoiceFunction)}, or
+ * {@link #ofMcp(ToolChoiceMcp)}. Pass {@code null} to a model's {@code setToolChoice} method to clear the property;
+ * the factories do not accept {@code null}.</p>
+ *
+ * <p>Use {@link #getMode()}, {@link #getFunction()}, or {@link #getMcp()} to read the selected variant. Getters for
+ * other variants return {@code null}. Unrecognized choices read from JSON are preserved when serialized again;
+ * all three getters return {@code null} for an unrecognized choice.</p>
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentToolChoice implements JsonSerializable<VoiceAgentToolChoice> {
+    private static final ClientLogger LOGGER = new ClientLogger(VoiceAgentToolChoice.class);
+
+    private final ResponseCreateParams.ToolChoice value;
+
+    private final BinaryData unknownValue;
+
+    private VoiceAgentToolChoice(ResponseCreateParams.ToolChoice value) {
+        this.value = value;
+        this.unknownValue = null;
+    }
+
+    private VoiceAgentToolChoice(BinaryData unknownValue) {
+        this.value = null;
+        this.unknownValue = unknownValue;
+    }
+
+    /**
+     * Creates a choice using a tool-selection mode, such as {@link ToolChoiceOptions#AUTO}.
+     *
+     * @param mode the tool-selection mode.
+     * @return the tool choice.
+     * @throws NullPointerException if {@code mode} is null.
+     */
+    public static VoiceAgentToolChoice ofMode(ToolChoiceOptions mode) {
+        return new VoiceAgentToolChoice(
+            ResponseCreateParams.ToolChoice.ofOptions(Objects.requireNonNull(mode, "'mode' cannot be null.")));
+    }
+
+    /**
+     * Creates a choice that selects a specific function tool.
+     *
+     * @param function the function tool to select.
+     * @return the tool choice.
+     * @throws NullPointerException if {@code function} is null.
+     */
+    public static VoiceAgentToolChoice ofFunction(ToolChoiceFunction function) {
+        return new VoiceAgentToolChoice(
+            ResponseCreateParams.ToolChoice.ofFunction(Objects.requireNonNull(function, "'function' cannot be null.")));
+    }
+
+    /**
+     * Creates a choice that selects a specific MCP tool.
+     *
+     * @param mcp the MCP tool to select.
+     * @return the tool choice.
+     * @throws NullPointerException if {@code mcp} is null.
+     */
+    public static VoiceAgentToolChoice ofMcp(ToolChoiceMcp mcp) {
+        return new VoiceAgentToolChoice(
+            ResponseCreateParams.ToolChoice.ofMcp(Objects.requireNonNull(mcp, "'mcp' cannot be null.")));
+    }
+
+    /**
+     * Gets the tool-selection mode.
+     *
+     * @return the mode, or {@code null} if this choice holds another variant.
+     */
+    public ToolChoiceOptions getMode() {
+        return value == null ? null : value.options().orElse(null);
+    }
+
+    /**
+     * Gets the specific function tool selected by this choice.
+     *
+     * @return the function tool, or {@code null} if this choice holds another variant.
+     */
+    public ToolChoiceFunction getFunction() {
+        return value == null ? null : value.function().orElse(null);
+    }
+
+    /**
+     * Gets the specific MCP tool selected by this choice.
+     *
+     * @return the MCP tool, or {@code null} if this choice holds another variant.
+     */
+    public ToolChoiceMcp getMcp() {
+        return value == null ? null : value.mcp().orElse(null);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        if (unknownValue != null) {
+            unknownValue.writeTo(jsonWriter);
+        } else {
+            OpenAIJsonHelper.toBinaryData(value).writeTo(jsonWriter);
+        }
+        return jsonWriter;
+    }
+
+    /**
+     * Reads a tool choice from a JSON string or object.
+     *
+     * @param jsonReader the JSON reader.
+     * @return the tool choice, or null for JSON null.
+     * @throws IOException if the JSON cannot be read.
+     */
+    public static VoiceAgentToolChoice fromJson(JsonReader jsonReader) throws IOException {
+        Object payload = jsonReader.readUntyped();
+        if (payload == null) {
+            return null;
+        }
+        BinaryData data = BinaryData.fromObject(payload);
+        if (payload instanceof String) {
+            return ofMode(OpenAIJsonHelper.fromBinaryData(data, ToolChoiceOptions.class));
+        }
+        if (payload instanceof Map) {
+            Object type = ((Map<?, ?>) payload).get("type");
+            if ("function".equals(type)) {
+                return ofFunction(OpenAIJsonHelper.fromBinaryData(data, ToolChoiceFunction.class));
+            }
+            if ("mcp".equals(type)) {
+                return ofMcp(OpenAIJsonHelper.fromBinaryData(data, ToolChoiceMcp.class));
+            }
+            return new VoiceAgentToolChoice(data);
+        }
+        throw LOGGER.logExceptionAsError(new IllegalStateException("Tool choice must be a JSON string or object."));
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentVoiceConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentVoiceConfiguration.java
new file mode 100644
index 0000000000000..01eb3f105cf7c
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentVoiceConfiguration.java
@@ -0,0 +1,511 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * Voice output configuration. Inline subagents use it directly as their voice override, and the session-level
+ * output audio configuration extends it.
+ * Provider-specific fields are selected by `voice_type`:
+ * - `openai`: `voice` and `speed`.
+ * - `azure-standard`: `voice`, `voice_locale`, `speed`, `voice_temperature`, `custom_lexicon_url`,
+ * `custom_text_normalization_url`, `prefer_locales`, `style`, `pitch`, and `volume`.
+ * - `azure-custom`: all `azure-standard` fields except `style`, plus `custom_voice_endpoint_id`.
+ * - `azure-personal`: all `azure-standard` fields except `style`, plus `personal_voice_model`.
+ * - `avatar-voice-sync`: all `azure-standard` fields except `voice` and `style`, plus `personal_voice_model`;
+ * the voice name is derived from the avatar.
+ * - `azure-realtime-native`: `voice` and `speed`.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public class VoiceAgentVoiceConfiguration implements JsonSerializable<VoiceAgentVoiceConfiguration> {
+
+    /*
+     * The voice name or identifier. Applies to `openai`, `azure-standard`, `azure-custom`, `azure-personal`, and
+     * `azure-realtime-native`. It does not apply to `avatar-voice-sync`, which derives the voice name from the avatar.
+     */
+    @Generated
+    private String voice;
+
+    /*
+     * The voice implementation.
+     */
+    @Generated
+    private VoiceType voiceType;
+
+    /*
+     * The enforced BCP-47 output locale. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
+     * `avatar-voice-sync`.
+     */
+    @Generated
+    private String voiceLocale;
+
+    /*
+     * The numeric output speed multiplier. Applies to all known `voice_type` values and defaults to 1.
+     */
+    @Generated
+    private Double speed;
+
+    /*
+     * The voice variation temperature. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
+     * `avatar-voice-sync`.
+     */
+    @Generated
+    private Double voiceTemperature;
+
+    /*
+     * The URL of a custom pronunciation lexicon. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
+     * `avatar-voice-sync`.
+     */
+    @Generated
+    private String customLexiconUrl;
+
+    /*
+     * The URL of a custom text-normalization configuration. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     */
+    @Generated
+    private String customTextNormalizationUrl;
+
+    /*
+     * Preferred BCP-47 locales for multilingual synthesis. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     */
+    @Generated
+    private List<String> preferredLocales;
+
+    /*
+     * The voice speaking style. Applies only when `voice_type` is `azure-standard`.
+     */
+    @Generated
+    private String style;
+
+    /*
+     * The voice pitch adjustment. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
+     * `avatar-voice-sync`.
+     */
+    @Generated
+    private String pitch;
+
+    /*
+     * The voice volume adjustment. Applies to `azure-standard`, `azure-custom`, `azure-personal`, and
+     * `avatar-voice-sync`.
+     */
+    @Generated
+    private String volume;
+
+    /*
+     * The Azure custom-voice deployment endpoint identifier. Applies only when `voice_type` is `azure-custom`.
+     */
+    @Generated
+    private String customVoiceEndpointId;
+
+    /*
+     * The Azure personal or avatar voice model. Applies only when `voice_type` is `azure-personal` or
+     * `avatar-voice-sync`.
+     */
+    @Generated
+    private String personalVoiceModel;
+
+    /**
+     * Creates an instance of VoiceAgentVoiceConfiguration class.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration() {
+    }
+
+    /**
+     * Get the voice property: The voice name or identifier. Applies to `openai`, `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `azure-realtime-native`. It does not apply to `avatar-voice-sync`, which derives the voice
+     * name from the avatar.
+     *
+     * @return the voice value.
+     */
+    @Generated
+    public String getVoice() {
+        return this.voice;
+    }
+
+    /**
+     * Set the voice property: The voice name or identifier. Applies to `openai`, `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `azure-realtime-native`. It does not apply to `avatar-voice-sync`, which derives the voice
+     * name from the avatar.
+     *
+     * @param voice the voice value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setVoice(String voice) {
+        this.voice = voice;
+        return this;
+    }
+
+    /**
+     * Get the voiceType property: The voice implementation.
+     *
+     * @return the voiceType value.
+     */
+    @Generated
+    public VoiceType getVoiceType() {
+        return this.voiceType;
+    }
+
+    /**
+     * Set the voiceType property: The voice implementation.
+     *
+     * @param voiceType the voiceType value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setVoiceType(VoiceType voiceType) {
+        this.voiceType = voiceType;
+        return this;
+    }
+
+    /**
+     * Get the voiceLocale property: The enforced BCP-47 output locale. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @return the voiceLocale value.
+     */
+    @Generated
+    public String getVoiceLocale() {
+        return this.voiceLocale;
+    }
+
+    /**
+     * Set the voiceLocale property: The enforced BCP-47 output locale. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @param voiceLocale the voiceLocale value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setVoiceLocale(String voiceLocale) {
+        this.voiceLocale = voiceLocale;
+        return this;
+    }
+
+    /**
+     * Get the speed property: The numeric output speed multiplier. Applies to all known `voice_type` values and
+     * defaults to 1.
+     *
+     * @return the speed value.
+     */
+    @Generated
+    public Double getSpeed() {
+        return this.speed;
+    }
+
+    /**
+     * Set the speed property: The numeric output speed multiplier. Applies to all known `voice_type` values and
+     * defaults to 1.
+     *
+     * @param speed the speed value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setSpeed(Double speed) {
+        this.speed = speed;
+        return this;
+    }
+
+    /**
+     * Get the voiceTemperature property: The voice variation temperature. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @return the voiceTemperature value.
+     */
+    @Generated
+    public Double getVoiceTemperature() {
+        return this.voiceTemperature;
+    }
+
+    /**
+     * Set the voiceTemperature property: The voice variation temperature. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @param voiceTemperature the voiceTemperature value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setVoiceTemperature(Double voiceTemperature) {
+        this.voiceTemperature = voiceTemperature;
+        return this;
+    }
+
+    /**
+     * Get the customLexiconUrl property: The URL of a custom pronunciation lexicon. Applies to `azure-standard`,
+     * `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @return the customLexiconUrl value.
+     */
+    @Generated
+    public String getCustomLexiconUrl() {
+        return this.customLexiconUrl;
+    }
+
+    /**
+     * Set the customLexiconUrl property: The URL of a custom pronunciation lexicon. Applies to `azure-standard`,
+     * `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @param customLexiconUrl the customLexiconUrl value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setCustomLexiconUrl(String customLexiconUrl) {
+        this.customLexiconUrl = customLexiconUrl;
+        return this;
+    }
+
+    /**
+     * Get the customTextNormalizationUrl property: The URL of a custom text-normalization configuration. Applies to
+     * `azure-standard`, `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @return the customTextNormalizationUrl value.
+     */
+    @Generated
+    public String getCustomTextNormalizationUrl() {
+        return this.customTextNormalizationUrl;
+    }
+
+    /**
+     * Set the customTextNormalizationUrl property: The URL of a custom text-normalization configuration. Applies to
+     * `azure-standard`, `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @param customTextNormalizationUrl the customTextNormalizationUrl value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setCustomTextNormalizationUrl(String customTextNormalizationUrl) {
+        this.customTextNormalizationUrl = customTextNormalizationUrl;
+        return this;
+    }
+
+    /**
+     * Get the preferredLocales property: Preferred BCP-47 locales for multilingual synthesis. Applies to
+     * `azure-standard`, `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @return the preferredLocales value.
+     */
+    @Generated
+    public List<String> getPreferredLocales() {
+        return this.preferredLocales;
+    }
+
+    /**
+     * Set the preferredLocales property: Preferred BCP-47 locales for multilingual synthesis. Applies to
+     * `azure-standard`, `azure-custom`, `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @param preferredLocales the preferredLocales value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setPreferredLocales(List<String> preferredLocales) {
+        this.preferredLocales = preferredLocales;
+        return this;
+    }
+
+    /**
+     * Get the style property: The voice speaking style. Applies only when `voice_type` is `azure-standard`.
+     *
+     * @return the style value.
+     */
+    @Generated
+    public String getStyle() {
+        return this.style;
+    }
+
+    /**
+     * Set the style property: The voice speaking style. Applies only when `voice_type` is `azure-standard`.
+     *
+     * @param style the style value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setStyle(String style) {
+        this.style = style;
+        return this;
+    }
+
+    /**
+     * Get the pitch property: The voice pitch adjustment. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @return the pitch value.
+     */
+    @Generated
+    public String getPitch() {
+        return this.pitch;
+    }
+
+    /**
+     * Set the pitch property: The voice pitch adjustment. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @param pitch the pitch value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setPitch(String pitch) {
+        this.pitch = pitch;
+        return this;
+    }
+
+    /**
+     * Get the volume property: The voice volume adjustment. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @return the volume value.
+     */
+    @Generated
+    public String getVolume() {
+        return this.volume;
+    }
+
+    /**
+     * Set the volume property: The voice volume adjustment. Applies to `azure-standard`, `azure-custom`,
+     * `azure-personal`, and `avatar-voice-sync`.
+     *
+     * @param volume the volume value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setVolume(String volume) {
+        this.volume = volume;
+        return this;
+    }
+
+    /**
+     * Get the customVoiceEndpointId property: The Azure custom-voice deployment endpoint identifier. Applies only when
+     * `voice_type` is `azure-custom`.
+     *
+     * @return the customVoiceEndpointId value.
+     */
+    @Generated
+    public String getCustomVoiceEndpointId() {
+        return this.customVoiceEndpointId;
+    }
+
+    /**
+     * Set the customVoiceEndpointId property: The Azure custom-voice deployment endpoint identifier. Applies only when
+     * `voice_type` is `azure-custom`.
+     *
+     * @param customVoiceEndpointId the customVoiceEndpointId value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setCustomVoiceEndpointId(String customVoiceEndpointId) {
+        this.customVoiceEndpointId = customVoiceEndpointId;
+        return this;
+    }
+
+    /**
+     * Get the personalVoiceModel property: The Azure personal or avatar voice model. Applies only when `voice_type` is
+     * `azure-personal` or `avatar-voice-sync`.
+     *
+     * @return the personalVoiceModel value.
+     */
+    @Generated
+    public String getPersonalVoiceModel() {
+        return this.personalVoiceModel;
+    }
+
+    /**
+     * Set the personalVoiceModel property: The Azure personal or avatar voice model. Applies only when `voice_type` is
+     * `azure-personal` or `avatar-voice-sync`.
+     *
+     * @param personalVoiceModel the personalVoiceModel value to set.
+     * @return the VoiceAgentVoiceConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentVoiceConfiguration setPersonalVoiceModel(String personalVoiceModel) {
+        this.personalVoiceModel = personalVoiceModel;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("voice", this.voice);
+        jsonWriter.writeStringField("voice_type", this.voiceType == null ? null : this.voiceType.toString());
+        jsonWriter.writeStringField("voice_locale", this.voiceLocale);
+        jsonWriter.writeNumberField("speed", this.speed);
+        jsonWriter.writeNumberField("voice_temperature", this.voiceTemperature);
+        jsonWriter.writeStringField("custom_lexicon_url", this.customLexiconUrl);
+        jsonWriter.writeStringField("custom_text_normalization_url", this.customTextNormalizationUrl);
+        jsonWriter.writeArrayField("prefer_locales", this.preferredLocales,
+            (writer, element) -> writer.writeString(element));
+        jsonWriter.writeStringField("style", this.style);
+        jsonWriter.writeStringField("pitch", this.pitch);
+        jsonWriter.writeStringField("volume", this.volume);
+        jsonWriter.writeStringField("custom_voice_endpoint_id", this.customVoiceEndpointId);
+        jsonWriter.writeStringField("personal_voice_model", this.personalVoiceModel);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentVoiceConfiguration from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentVoiceConfiguration if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentVoiceConfiguration.
+     */
+    @Generated
+    public static VoiceAgentVoiceConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentVoiceConfiguration deserializedVoiceAgentVoiceConfiguration = new VoiceAgentVoiceConfiguration();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("voice".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.voice = reader.getString();
+                } else if ("voice_type".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.voiceType = VoiceType.fromString(reader.getString());
+                } else if ("voice_locale".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.voiceLocale = reader.getString();
+                } else if ("speed".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.speed = reader.getNullable(JsonReader::getDouble);
+                } else if ("voice_temperature".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.voiceTemperature
+                        = reader.getNullable(JsonReader::getDouble);
+                } else if ("custom_lexicon_url".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.customLexiconUrl = reader.getString();
+                } else if ("custom_text_normalization_url".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.customTextNormalizationUrl = reader.getString();
+                } else if ("prefer_locales".equals(fieldName)) {
+                    List<String> preferredLocales = reader.readArray(reader1 -> reader1.getString());
+                    deserializedVoiceAgentVoiceConfiguration.preferredLocales = preferredLocales;
+                } else if ("style".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.style = reader.getString();
+                } else if ("pitch".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.pitch = reader.getString();
+                } else if ("volume".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.volume = reader.getString();
+                } else if ("custom_voice_endpoint_id".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.customVoiceEndpointId = reader.getString();
+                } else if ("personal_voice_model".equals(fieldName)) {
+                    deserializedVoiceAgentVoiceConfiguration.personalVoiceModel = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentVoiceConfiguration;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponse.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponse.java
index 7af0690d0fada..105bd5c6be35f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponse.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponse.java
@@ -222,9 +222,9 @@ public OffsetDateTime getCompletedAt() {
      *
      * @return the maxOutputTokens value.
      */
-    BinaryData getMaxOutputTokens() {
+    public VoiceAgentMaxOutputTokens getMaxOutputTokens() {
         // AI Tooling: union type
-        return this.maxOutputTokens;
+        return this.maxOutputTokens == null ? null : this.maxOutputTokens.toObject(VoiceAgentMaxOutputTokens.class);
     }
 
     /**
@@ -293,9 +293,9 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         }
         jsonWriter.writeArrayField("output_modalities", getOutputModalities(),
             (writer, element) -> writer.writeString(element == null ? null : element.toString()));
-        if (getMaxOutputTokens() != null) {
+        if (this.maxOutputTokens != null) {
             jsonWriter.writeFieldName("max_output_tokens");
-            getMaxOutputTokens().writeTo(jsonWriter);
+            this.maxOutputTokens.writeTo(jsonWriter);
         }
         jsonWriter.writeStringField("id", this.id);
         jsonWriter.writeStringField("conversation_id", this.conversationId);
@@ -416,40 +416,4 @@ private VoiceResponse() {
     public VoiceResponseObjectType getObjectType() {
         return this.objectType;
     }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
-     * tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value as a Long, or {@code null} when it is not set or holds another variant.
-     */
-    public Long getMaxOutputTokensAsLong() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(!json.isEmpty() && (Character.isDigit(json.charAt(0)) || json.charAt(0) == '-'))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(Long.class);
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response, inclusive of
-     * tool calls, that was used in this response.
-     *
-     * @return the maxOutputTokens value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public String getMaxOutputTokensAsString() {
-        // AI Tooling: union type
-        if (this.maxOutputTokens == null) {
-            return null;
-        }
-        String json = this.maxOutputTokens.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return this.maxOutputTokens.toObject(String.class);
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index f5cd587aabad3..eb736d90a2984 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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agents/models/SipTelephonyTransferDestination.java","src/main/java/com/azure/ai/agents/models/SkillReference.java","src/main/java/com/azure/ai/agents/models/SkillReferenceParameter.java","src/main/java/com/azure/ai/agents/models/SteeringPromptOptimizationContext.java","src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java","src/main/java/com/azure/ai/agents/models/StructuredOutputDefinition.java","src/main/java/com/azure/ai/agents/models/TargetAttribute.java","src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBinding.java","src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBindingListItem.java","src/main/java/com/azure/ai/agents/models/TeamsTelephonyTransferDestination.java","src/main/java/com/azure/ai/agents/models/TelemetryConfig.java","src/main/java/com/azure/ai/agents/models/TelemetryDataKind.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpoint.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuth.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointAuthType.java","src/main/java/com/azure/ai/agents/models/TelemetryEndpointKind.java","src/main/java/com/azure/ai/agents/models/TelemetryTransportProtocol.java","src/main/java/com/azure/ai/agents/models/TelephonyBinding.java","src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java","src/main/java/com/azure/ai/agents/models/TelephonyBindingStatus.java","src/main/java/com/azure/ai/agents/models/TelephonyCallDurationBasis.java","src/main/java/com/azure/ai/agents/models/TelephonyCallEndReason.java","src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java","src/main/java/com/azure/ai/agents/models/TelephonyCallJobCancellation.java","src/main/java/com/azure/ai/agents/models/TelephonyCallJobSchedule.java","src/main/java/com/azure/ai/agents/models/TelephonyCallJobStatus.java","src/main/java/com/azure/ai/agents/models/TelephonyCallJobTerminalReason.java","src/main/java/com/azure/ai/agents/models/TelephonyCallLifecycleEvent.java","src/main/java/com/azure/ai/agents/models/TelephonyCallLifecycleEventName.java","src/main/java/com/azure/ai/agents/models/TelephonyCallLifecycleEventOutcome.java","src/main/java/com/azure/ai/agents/models/TelephonyCallLifecycleEventReason.java","src/main/java/com/azure/ai/agents/models/TelephonyCallLifecycleEventSource.java","src/main/java/com/azure/ai/agents/models/TelephonyCallPhase.java","src/main/java/com/azure/ai/agents/models/TelephonyCallRecord.java","src/main/java/com/azure/ai/agents/models/TelephonyCallStatus.java","src/main/java/com/azure/ai/agents/models/TelephonyCallSummary.java","src/main/java/com/azure/ai/agents/models/TelephonyCallTimestampSource.java","src/main/java/com/azure/ai/agents/models/TelephonyCallTiming.java","src/main/java/com/azure/ai/agents/models/TelephonyCallTrace.java","src/main/java/com/azure/ai/agents/models/TelephonyCallTraceMode.java","src/main/java/com/azure/ai/agents/models/TelephonyCallTraceStatus.java","src/main/java/com/azure/ai/agents/models/TelephonyOutboundDestination.java","src/main/java/com/azure/ai/agents/models/TelephonyOutboundDestinationType.java","src/main/java/com/azure/ai/agents/models/TelephonyOutboundFixedIntervalRetryPolicy.java","src/main/java/com/azure/ai/agents/models/TelephonyOutboundRetryPolicy.java","src/main/java/com/azure/ai/agents/models/TelephonyOutboundRetryPolicyType.java","src/main/java/com/azure/ai/agents/models/TelephonyProvider.java","src/main/java/com/azure/ai/agents/models/TelephonyTransferDestination.java","src/main/java/com/azure/ai/agents/models/TelephonyTransferDestinationKind.java","src/main/java/com/azure/ai/agents/models/TelephonyTransferTarget.java","src/main/java/com/azure/ai/agents/models/TelephonyTransferTargets.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfiguration.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatJsonObject.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationResponseFormatText.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatConfigurationType.java","src/main/java/com/azure/ai/agents/models/TextResponseFormatJsonSchema.java","src/main/java/com/azure/ai/agents/models/Tool.java","src/main/java/com/azure/ai/agents/models/ToolCallStatus.java","src/main/java/com/azure/ai/agents/models/ToolConfig.java","src/main/java/com/azure/ai/agents/models/ToolFunctionToolType1.java","src/main/java/com/azure/ai/agents/models/ToolProjectConnection.java","src/main/java/com/azure/ai/agents/models/ToolSearchExecutionType.java","src/main/java/com/azure/ai/agents/models/ToolSearchTool.java","src/main/java/com/azure/ai/agents/models/ToolSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxPolicies.java","src/main/java/com/azure/ai/agents/models/ToolboxSearchPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxShellContainerAutoEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellContainerReferenceEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellEnvironment.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicy.java","src/main/java/com/azure/ai/agents/models/ToolboxShellNetworkPolicyDisabled.java","src/main/java/com/azure/ai/agents/models/ToolboxSkill.java","src/main/java/com/azure/ai/agents/models/ToolboxSkillReference.java","src/main/java/com/azure/ai/agents/models/ToolboxTool.java","src/main/java/com/azure/ai/agents/models/ToolboxToolType.java","src/main/java/com/azure/ai/agents/models/ToolboxVersionDetails.java","src/main/java/com/azure/ai/agents/models/ToolboxVersions.java","src/main/java/com/azure/ai/agents/models/TranscriptTextInputTokenDetails.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsage.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageDuration.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageTokens.java","src/main/java/com/azure/ai/agents/models/TranscriptTextUsageType.java","src/main/java/com/azure/ai/agents/models/TranscriptionLanguage.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBinding.java","src/main/java/com/azure/ai/agents/models/TwilioTelephonyBindingListItem.java","src/main/java/com/azure/ai/agents/models/UpdateAgentDetailsOptions.java","src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffect.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationAudioEffectsConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationDefaultInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationInterruptionConfiguration.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationTestCase.java","src/main/java/com/azure/ai/agents/models/UserConversationSimulationUserBehaviorConfiguration.java","src/main/java/com/azure/ai/agents/models/UserProfileMemoryItem.java","src/main/java/com/azure/ai/agents/models/VersionIndicator.java","src/main/java/com/azure/ai/agents/models/VersionIndicatorType.java","src/main/java/com/azure/ai/agents/models/VersionRefIndicator.java","src/main/java/com/azure/ai/agents/models/VersionSelectionRule.java","src/main/java/com/azure/ai/agents/models/VersionSelector.java","src/main/java/com/azure/ai/agents/models/VersionSelectorType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAnimationOutputType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioTimestampType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarIceServer.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarOutputProtocol.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDelegateSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEventGridPostCallDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffEdgeState.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffNodeState.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPipelineFamily.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffReasoningEffort.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffState.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffTargetResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffVoiceAdaptation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInlineSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestinationType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRoutinePostCallDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorkingTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentVoiceConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceIds.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionConfigurationSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionConfigurationSerializationTests.java
index 7a2639d3e40d0..4b0218a6fde5f 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionConfigurationSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionConfigurationSerializationTests.java
@@ -7,9 +7,6 @@
 import com.openai.models.realtime.RealtimeFunctionTool;
 import com.openai.models.realtime.RealtimeToolsConfigUnion;
 import com.openai.models.realtime.RealtimeTruncationRetentionRatio;
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
 import org.junit.jupiter.api.Test;
 
 import java.io.IOException;
@@ -17,7 +14,6 @@
 import java.util.Arrays;
 import java.util.Collections;
 import java.util.List;
-import java.util.Map;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNotNull;
@@ -76,35 +72,6 @@ public void deserializesToolsVariants() throws IOException {
         assertTrue(tools.get(1).isMcp());
     }
 
-    @Test
-    public void toolChoiceVariantsRoundTrip() throws IOException {
-        RealtimeSessionConfiguration request
-            = new RealtimeSessionConfiguration().setToolChoice(ToolChoiceOptions.REQUIRED);
-        assertEquals(ToolChoiceOptions.REQUIRED, request.getToolChoiceAsToolChoiceOptions());
-        assertEquals("required", getSerializedToolChoice(request));
-
-        RealtimeSessionConfiguration stringResult = roundTrip(request);
-        assertEquals(ToolChoiceOptions.REQUIRED, stringResult.getToolChoiceAsToolChoiceOptions());
-        assertNull(stringResult.getToolChoiceAsToolChoiceFunction());
-        assertNull(stringResult.getToolChoiceAsToolChoiceMcp());
-
-        ToolChoiceFunction function = ToolChoiceFunction.builder().name("lookup").build();
-        RealtimeSessionConfiguration functionRequest = new RealtimeSessionConfiguration().setToolChoice(function);
-        assertEquals(parseJson("{\"type\":\"function\",\"name\":\"lookup\"}"),
-            getSerializedToolChoice(functionRequest));
-
-        RealtimeSessionConfiguration functionResult = roundTrip(functionRequest);
-        assertEquals("lookup", functionResult.getToolChoiceAsToolChoiceFunction().name());
-        assertNull(functionResult.getToolChoiceAsToolChoiceOptions());
-        assertNull(functionResult.getToolChoiceAsToolChoiceMcp());
-
-        ToolChoiceMcp mcp = ToolChoiceMcp.builder().serverLabel("server").name("search").build();
-        RealtimeSessionConfiguration mcpResult = roundTrip(new RealtimeSessionConfiguration().setToolChoice(mcp));
-        assertEquals("server", mcpResult.getToolChoiceAsToolChoiceMcp().serverLabel());
-        assertNull(mcpResult.getToolChoiceAsToolChoiceOptions());
-        assertNull(mcpResult.getToolChoiceAsToolChoiceFunction());
-    }
-
     @Test
     public void serverVadDurationsRoundTripAsMilliseconds() throws IOException {
         RealtimeServerVadTurnDetection original
@@ -121,19 +88,6 @@ public void serverVadDurationsRoundTripAsMilliseconds() throws IOException {
         assertEquals(Duration.ofMillis(1500), result.getIdleTimeout());
     }
 
-    @Test
-    public void maxOutputTokensVariantsRoundTrip() throws IOException {
-        RealtimeSessionConfiguration numberResult
-            = roundTrip(new RealtimeSessionConfiguration().setMaxOutputTokens(4096L));
-        assertEquals(4096L, numberResult.getMaxOutputTokensAsLong());
-        assertNull(numberResult.getMaxOutputTokensAsString());
-
-        RealtimeSessionConfiguration stringResult
-            = roundTrip(new RealtimeSessionConfiguration().setMaxOutputTokens("inf"));
-        assertEquals("inf", stringResult.getMaxOutputTokensAsString());
-        assertNull(stringResult.getMaxOutputTokensAsLong());
-    }
-
     @Test
     public void truncationVariantsRoundTrip() throws IOException {
         RealtimeSessionConfiguration stringResult
@@ -152,15 +106,13 @@ public void truncationVariantsRoundTrip() throws IOException {
     @Test
     public void deserializesEveryUnionProperty() throws IOException {
         String json = "{\"type\":\"realtime\",\"tracing\":{\"workflow_name\":\"workflow\"},"
-            + "\"tool_choice\":{\"type\":\"function\",\"name\":\"lookup\"}," + "\"max_output_tokens\":123,"
-            + "\"truncation\":{\"type\":\"retention_ratio\",\"retention_ratio\":0.5}}";
+            + "\"max_output_tokens\":123," + "\"truncation\":{\"type\":\"retention_ratio\",\"retention_ratio\":0.5}}";
 
         RealtimeSessionConfiguration result
             = UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionConfiguration::fromJson);
 
         assertEquals("workflow", result.getTracingAsRealtimeSessionTracingConfiguration().getWorkflowName());
-        assertEquals("lookup", result.getToolChoiceAsToolChoiceFunction().name());
-        assertEquals(123L, result.getMaxOutputTokensAsLong());
+        assertEquals(123, result.getMaxOutputTokens().asInteger());
         assertEquals(0.5, result.getTruncationAsRealtimeTruncationRetentionRatio().retentionRatio());
     }
 
@@ -171,37 +123,22 @@ public void absentAndNullValuesReturnNull() throws IOException {
         assertNull(result.getTracingAsString());
         assertNull(result.getTracingAsRealtimeSessionTracingConfiguration());
         assertNull(result.getToolsAsOpenAITools());
-        assertNull(result.getToolChoiceAsToolChoiceOptions());
-        assertNull(result.getToolChoiceAsToolChoiceFunction());
-        assertNull(result.getToolChoiceAsToolChoiceMcp());
-        assertNull(result.getMaxOutputTokensAsLong());
-        assertNull(result.getMaxOutputTokensAsString());
+        assertNull(result.getMaxOutputTokens());
         assertNull(result.getTruncationAsString());
         assertNull(result.getTruncationAsRealtimeTruncationRetentionRatio());
 
         String serialized
             = UnionTypeSerializationTestUtils.serialize(new RealtimeSessionConfiguration().setTracing((String) null)
                 .setToolsAsOpenAITools(null)
-                .setToolChoice((ToolChoiceOptions) null)
-                .setMaxOutputTokens((String) null)
+                .setMaxOutputTokens(null)
                 .setTruncation((String) null));
         assertNotNull(serialized);
         assertTrue(!serialized.contains("\"tracing\"")
             && !serialized.contains("\"tools\"")
-            && !serialized.contains("\"tool_choice\"")
             && !serialized.contains("\"max_output_tokens\"")
             && !serialized.contains("\"truncation\""));
     }
 
-    private Object getSerializedToolChoice(RealtimeSessionConfiguration value) throws IOException {
-        Object serialized = parseJson(UnionTypeSerializationTestUtils.serialize(value));
-        return ((Map<?, ?>) serialized).get("tool_choice");
-    }
-
-    private Object parseJson(String json) throws IOException {
-        return UnionTypeSerializationTestUtils.deserialize(json, reader -> reader.readUntyped());
-    }
-
     private RealtimeSessionConfiguration roundTrip(RealtimeSessionConfiguration value) throws IOException {
         String json = UnionTypeSerializationTestUtils.serialize(value);
         return UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionConfiguration::fromJson);
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentDefinitionSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentDefinitionSerializationTests.java
index 2a8168adaf6e8..75f80acdb4ea9 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentDefinitionSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentDefinitionSerializationTests.java
@@ -7,9 +7,6 @@
 import com.azure.json.JsonProviders;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonWriter;
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
 import com.openai.models.realtime.RealtimeAudioFormats.AudioPcm.Rate;
 import org.junit.jupiter.api.Test;
 
@@ -21,66 +18,10 @@
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertInstanceOf;
-import static org.junit.jupiter.api.Assertions.assertNull;
 import static org.junit.jupiter.api.Assertions.assertTrue;
 
 public class VoiceAgentDefinitionSerializationTests {
 
-    @Test
-    public void maxOutputTokensVariantsRoundTrip() throws IOException {
-        VoiceAgentDefinition longResult = roundTrip(new VoiceAgentDefinition().setMaxOutputTokens(512L));
-        assertEquals(512L, longResult.getMaxOutputTokensAsLong());
-        assertNull(longResult.getMaxOutputTokensAsString());
-
-        VoiceAgentDefinition stringResult = roundTrip(new VoiceAgentDefinition().setMaxOutputTokens("inf"));
-        assertEquals("inf", stringResult.getMaxOutputTokensAsString());
-        assertNull(stringResult.getMaxOutputTokensAsLong());
-    }
-
-    @Test
-    public void toolChoiceVariantsRoundTrip() throws IOException {
-        VoiceAgentDefinition definition = new VoiceAgentDefinition().setToolChoice(ToolChoiceOptions.AUTO);
-        assertEquals(ToolChoiceOptions.AUTO, definition.getToolChoiceAsToolChoiceOptions());
-
-        VoiceAgentDefinition stringResult = roundTrip(definition);
-        assertEquals(ToolChoiceOptions.AUTO, stringResult.getToolChoiceAsToolChoiceOptions());
-        assertNull(stringResult.getToolChoiceAsToolChoiceFunction());
-        assertNull(stringResult.getToolChoiceAsToolChoiceMcp());
-
-        VoiceAgentDefinition functionResult
-            = roundTrip(new VoiceAgentDefinition().setToolChoice(ToolChoiceFunction.builder().name("lookup").build()));
-        assertEquals("lookup", functionResult.getToolChoiceAsToolChoiceFunction().name());
-        assertNull(functionResult.getToolChoiceAsToolChoiceOptions());
-
-        VoiceAgentDefinition mcpResult = roundTrip(new VoiceAgentDefinition()
-            .setToolChoice(ToolChoiceMcp.builder().serverLabel("server").name("search").build()));
-        assertEquals("server", mcpResult.getToolChoiceAsToolChoiceMcp().serverLabel());
-        assertNull(mcpResult.getToolChoiceAsToolChoiceOptions());
-    }
-
-    @Test
-    public void absentAndNullValuesReturnNull() throws IOException {
-        VoiceAgentDefinition result
-            = UnionTypeSerializationTestUtils.deserialize("{\"kind\":\"voice\"}", VoiceAgentDefinition::fromJson);
-        assertNull(result.getMaxOutputTokensAsLong());
-        assertNull(result.getMaxOutputTokensAsString());
-        assertNull(result.getToolChoiceAsToolChoiceOptions());
-        assertNull(result.getToolChoiceAsToolChoiceFunction());
-        assertNull(result.getToolChoiceAsToolChoiceMcp());
-
-        VoiceAgentDefinition cleared = new VoiceAgentDefinition().setMaxOutputTokens("inf")
-            .setMaxOutputTokens((String) null)
-            .setToolChoice(ToolChoiceOptions.AUTO)
-            .setToolChoice((ToolChoiceOptions) null);
-        assertNull(cleared.getMaxOutputTokensAsString());
-        assertNull(cleared.getToolChoiceAsToolChoiceOptions());
-    }
-
-    private VoiceAgentDefinition roundTrip(VoiceAgentDefinition value) throws IOException {
-        String json = UnionTypeSerializationTestUtils.serialize(value);
-        return UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentDefinition::fromJson);
-    }
-
     @Test
     public void fullVoiceDefinitionRoundTrips() throws IOException {
         RealtimePcmAudioFormat pcm = new RealtimePcmAudioFormat().setRate(Rate._24000);
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentHandoffSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentHandoffSerializationTests.java
new file mode 100644
index 0000000000000..aba0c462a96bb
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentHandoffSerializationTests.java
@@ -0,0 +1,52 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.models;
+
+import org.junit.jupiter.api.Test;
+
+import java.io.IOException;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertInstanceOf;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+public class VoiceAgentHandoffSerializationTests {
+    private static final String EVENT_FIELDS = "\"event_id\":\"event\",\"handoff_id\":\"handoff\",\"edge_id\":\"edge\","
+        + "\"from_node_id\":\"$entrypoint\",\"to_node_id\":\"specialist\",\"from_model\":\"source\","
+        + "\"to_model\":\"target\",\"tool_call_id\":\"call\",\"node_generation\":2";
+
+    @Test
+    public void abortedEventBridgesOpenAIError() throws IOException {
+        String json = "{\"type\":\"session.handoff.aborted\"," + EVENT_FIELDS + ",\"reason\":\"error\","
+            + "\"error\":{\"type\":\"server_error\",\"message\":\"Preparation failed\","
+            + "\"code\":\"handoff_failed\",\"param\":null}}";
+        VoiceAgentSessionHandoffAbortedEvent aborted = assertInstanceOf(VoiceAgentSessionHandoffAbortedEvent.class,
+            UnionTypeSerializationTestUtils.deserialize(json, RealtimeServerEvent::fromJson));
+        assertEquals("Preparation failed", aborted.getError().message());
+        String serialized = UnionTypeSerializationTestUtils.serialize(aborted);
+        assertTrue(serialized.contains("\"message\":\"Preparation failed\""));
+        VoiceAgentSessionHandoffAbortedEvent result = assertInstanceOf(VoiceAgentSessionHandoffAbortedEvent.class,
+            UnionTypeSerializationTestUtils.deserialize(serialized, RealtimeServerEvent::fromJson));
+        assertEquals(VoiceAgentHandoffAbortReason.ERROR, result.getReason());
+        assertEquals("server_error", result.getError().type());
+        assertEquals("handoff_failed", result.getError().code().get());
+    }
+
+    @Test
+    public void abortedEventAllowsAbsentAndNullError() throws IOException {
+        for (String error : new String[] { "", ",\"error\":null" }) {
+            String json = "{\"type\":\"session.handoff.aborted\"," + EVENT_FIELDS + ",\"reason\":\"user_interruption\""
+                + error + "}";
+            VoiceAgentSessionHandoffAbortedEvent value = assertInstanceOf(VoiceAgentSessionHandoffAbortedEvent.class,
+                UnionTypeSerializationTestUtils.deserialize(json, RealtimeServerEvent::fromJson));
+            assertNull(value.getError());
+            assertEquals(VoiceAgentHandoffAbortReason.USER_INTERRUPTION, value.getReason());
+            VoiceAgentSessionHandoffAbortedEvent result
+                = assertInstanceOf(VoiceAgentSessionHandoffAbortedEvent.class, UnionTypeSerializationTestUtils
+                    .deserialize(UnionTypeSerializationTestUtils.serialize(value), RealtimeServerEvent::fromJson));
+            assertNull(result.getError());
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfigurationSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfigurationSerializationTests.java
deleted file mode 100644
index fd84952dbef86..0000000000000
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfigurationSerializationTests.java
+++ /dev/null
@@ -1,60 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-
-package com.azure.ai.agents.models;
-
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
-import org.junit.jupiter.api.Test;
-
-import java.io.IOException;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNull;
-
-public class VoiceAgentLlmGeneratedGreetingConfigurationSerializationTests {
-
-    @Test
-    public void toolChoiceVariantsRoundTrip() throws IOException {
-        VoiceAgentLlmGeneratedGreetingConfiguration config
-            = new VoiceAgentLlmGeneratedGreetingConfiguration("Say hello").setToolChoice(ToolChoiceOptions.NONE);
-        assertEquals(ToolChoiceOptions.NONE, config.getToolChoiceAsToolChoiceOptions());
-
-        VoiceAgentLlmGeneratedGreetingConfiguration optionsResult = roundTrip(config);
-        assertEquals(ToolChoiceOptions.NONE, optionsResult.getToolChoiceAsToolChoiceOptions());
-        assertNull(optionsResult.getToolChoiceAsToolChoiceFunction());
-        assertNull(optionsResult.getToolChoiceAsToolChoiceMcp());
-
-        VoiceAgentLlmGeneratedGreetingConfiguration functionResult
-            = roundTrip(new VoiceAgentLlmGeneratedGreetingConfiguration("Say hello")
-                .setToolChoice(ToolChoiceFunction.builder().name("greet").build()));
-        assertEquals("greet", functionResult.getToolChoiceAsToolChoiceFunction().name());
-        assertNull(functionResult.getToolChoiceAsToolChoiceOptions());
-
-        VoiceAgentLlmGeneratedGreetingConfiguration mcpResult
-            = roundTrip(new VoiceAgentLlmGeneratedGreetingConfiguration("Say hello")
-                .setToolChoice(ToolChoiceMcp.builder().serverLabel("server").build()));
-        assertEquals("server", mcpResult.getToolChoiceAsToolChoiceMcp().serverLabel());
-        assertNull(mcpResult.getToolChoiceAsToolChoiceOptions());
-    }
-
-    @Test
-    public void absentAndNullToolChoiceReturnsNull() throws IOException {
-        VoiceAgentLlmGeneratedGreetingConfiguration result
-            = UnionTypeSerializationTestUtils.deserialize("{\"type\":\"llm_generated\",\"prompt\":\"Say hello\"}",
-                VoiceAgentLlmGeneratedGreetingConfiguration::fromJson);
-        assertNull(result.getToolChoiceAsToolChoiceOptions());
-        assertNull(result.getToolChoiceAsToolChoiceFunction());
-        assertNull(result.getToolChoiceAsToolChoiceMcp());
-
-        result.setToolChoice(ToolChoiceOptions.AUTO).setToolChoice((ToolChoiceOptions) null);
-        assertNull(result.getToolChoiceAsToolChoiceOptions());
-    }
-
-    private VoiceAgentLlmGeneratedGreetingConfiguration roundTrip(VoiceAgentLlmGeneratedGreetingConfiguration value)
-        throws IOException {
-        String json = UnionTypeSerializationTestUtils.serialize(value);
-        return UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentLlmGeneratedGreetingConfiguration::fromJson);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokensSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokensSerializationTests.java
new file mode 100644
index 0000000000000..2c0c3c528e5dd
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokensSerializationTests.java
@@ -0,0 +1,161 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.models;
+
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import org.junit.jupiter.api.Test;
+
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.Map;
+import java.util.function.BiConsumer;
+import java.util.function.Function;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+public class VoiceAgentMaxOutputTokensSerializationTests {
+    @Test
+    public void countsSerializeAsJsonIntegers() throws IOException {
+        for (int count : new int[] { 1, 8192, Integer.MAX_VALUE }) {
+            VoiceAgentMaxOutputTokens limit = VoiceAgentMaxOutputTokens.of(count);
+            String json = UnionTypeSerializationTestUtils.serialize(limit);
+            assertEquals(Integer.toString(count), json);
+            VoiceAgentMaxOutputTokens result
+                = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentMaxOutputTokens::fromJson);
+            assertEquals(count, result.asInteger());
+            assertFalse(result.isMaximum());
+        }
+    }
+
+    @Test
+    public void maximumSerializesAsInfString() throws IOException {
+        String json = UnionTypeSerializationTestUtils.serialize(VoiceAgentMaxOutputTokens.MAXIMUM);
+        assertEquals("\"inf\"", json);
+        VoiceAgentMaxOutputTokens result
+            = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentMaxOutputTokens::fromJson);
+        assertTrue(result.isMaximum());
+        assertNull(result.asInteger());
+    }
+
+    @Test
+    public void unknownStringsArePreservedWithoutBecomingCountsOrMaximum() throws IOException {
+        for (String json : Arrays.asList("\"future_limit\"", "\"1024\"")) {
+            VoiceAgentMaxOutputTokens limit
+                = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentMaxOutputTokens::fromJson);
+            assertNull(limit.asInteger());
+            assertFalse(limit.isMaximum());
+            assertEquals(json, UnionTypeSerializationTestUtils.serialize(limit));
+        }
+    }
+
+    @Test
+    public void nullIsUnsetAndOtherJsonShapesAreRejected() throws IOException {
+        assertNull(UnionTypeSerializationTestUtils.deserialize("null", VoiceAgentMaxOutputTokens::fromJson));
+        for (String json : Arrays.asList("true", "[]", "{}", "1.5", "2147483648", "-2147483649")) {
+            assertThrows(IllegalStateException.class,
+                () -> UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentMaxOutputTokens::fromJson));
+        }
+    }
+
+    @Test
+    public void voiceAgentDefinitionRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"kind\":\"voice\"}", "max_output_tokens", VoiceAgentDefinition::fromJson,
+            VoiceAgentDefinition::getMaxOutputTokens, VoiceAgentDefinition::setMaxOutputTokens);
+    }
+
+    @Test
+    public void inlineVoiceSubagentRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"id\":\"specialist\",\"description\":\"Specialist\"}", "max_response_output_tokens",
+            InlineVoiceSubagent::fromJson, InlineVoiceSubagent::getMaxResponseOutputTokens,
+            InlineVoiceSubagent::setMaxResponseOutputTokens);
+    }
+
+    @Test
+    public void realtimeSessionConfigurationRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"type\":\"realtime\"}", "max_output_tokens", RealtimeSessionConfiguration::fromJson,
+            RealtimeSessionConfiguration::getMaxOutputTokens, RealtimeSessionConfiguration::setMaxOutputTokens);
+    }
+
+    @Test
+    public void responseCreateOptionsRoundTrip() throws IOException {
+        assertModelRoundTrips("{\"instructions\":\"Say hello\"}", "max_output_tokens",
+            VoiceAgentResponseCreateOptions::fromJson, VoiceAgentResponseCreateOptions::getMaxOutputTokens,
+            VoiceAgentResponseCreateOptions::setMaxOutputTokens);
+    }
+
+    @Test
+    public void sessionUpdateConfigurationRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"type\":\"realtime\"}", "max_output_tokens",
+            VoiceAgentSessionUpdateConfiguration::fromJson, VoiceAgentSessionUpdateConfiguration::getMaxOutputTokens,
+            VoiceAgentSessionUpdateConfiguration::setMaxOutputTokens);
+    }
+
+    @Test
+    public void sessionResponseConfigurationRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"id\":\"s\",\"model\":\"m\"}", "max_output_tokens",
+            VoiceAgentSessionResponseConfiguration::fromJson,
+            VoiceAgentSessionResponseConfiguration::getMaxOutputTokens, null);
+    }
+
+    @Test
+    public void realtimeResponseRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"id\":\"r\"}", "max_output_tokens", VoiceAgentRealtimeResponse::fromJson,
+            VoiceAgentRealtimeResponse::getMaxOutputTokens, null);
+    }
+
+    @Test
+    public void persistedResponseRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"id\":\"r\",\"conversation_id\":\"c\"}", "max_output_tokens", VoiceResponse::fromJson,
+            VoiceResponse::getMaxOutputTokens, null);
+    }
+
+    private static <T extends JsonSerializable<?>> void assertModelRoundTrips(String baseJson, String property,
+        UnionTypeSerializationTestUtils.Deserializer<T> deserializer, Function<T, VoiceAgentMaxOutputTokens> getter,
+        BiConsumer<T, VoiceAgentMaxOutputTokens> setter) throws IOException {
+        T unset = UnionTypeSerializationTestUtils.deserialize(baseJson, deserializer);
+        assertNull(getter.apply(unset));
+        assertFalse(properties(unset).containsKey(property));
+        String prefix = baseJson.substring(0, baseJson.length() - 1) + ",\"" + property + "\":";
+        assertNull(getter.apply(UnionTypeSerializationTestUtils.deserialize(prefix + "null}", deserializer)));
+
+        for (String limitJson : Arrays.asList("1024", "\"inf\"", "\"future_limit\"", "\"1024\"")) {
+            VoiceAgentMaxOutputTokens limit
+                = UnionTypeSerializationTestUtils.deserialize(limitJson, VoiceAgentMaxOutputTokens::fromJson);
+            T model = UnionTypeSerializationTestUtils.deserialize(prefix + limitJson + "}", deserializer);
+            assertLimitEquals(limit, getter.apply(model));
+            if (setter != null) {
+                setter.accept(model, null);
+                assertNull(getter.apply(model));
+                assertFalse(properties(model).containsKey(property));
+                setter.accept(model, limit);
+                assertLimitEquals(limit, getter.apply(model));
+            }
+            assertEquals(UnionTypeSerializationTestUtils.deserialize(limitJson, JsonReader::readUntyped),
+                properties(model).get(property));
+            T result = UnionTypeSerializationTestUtils.deserialize(UnionTypeSerializationTestUtils.serialize(model),
+                deserializer);
+            assertLimitEquals(limit, getter.apply(result));
+        }
+    }
+
+    private static void assertLimitEquals(VoiceAgentMaxOutputTokens expected, VoiceAgentMaxOutputTokens actual)
+        throws IOException {
+        assertNotNull(actual);
+        assertEquals(expected.asInteger(), actual.asInteger());
+        assertEquals(expected.isMaximum(), actual.isMaximum());
+        assertEquals(UnionTypeSerializationTestUtils.serialize(expected),
+            UnionTypeSerializationTestUtils.serialize(actual));
+    }
+
+    private static Map<String, Object> properties(JsonSerializable<?> model) throws IOException {
+        return UnionTypeSerializationTestUtils.deserialize(UnionTypeSerializationTestUtils.serialize(model),
+            reader -> reader.readMap(JsonReader::readUntyped));
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseSerializationTests.java
index 31492ab706253..5c5d1f5c53a02 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponseSerializationTests.java
@@ -14,25 +14,6 @@
 
 public class VoiceAgentRealtimeResponseSerializationTests {
 
-    @Test
-    public void maxOutputTokensVariantsRoundTrip() throws IOException {
-        VoiceAgentRealtimeResponse longResult = roundTrip("{\"max_output_tokens\":4096}");
-        assertEquals(4096L, longResult.getMaxOutputTokensAsLong());
-        assertNull(longResult.getMaxOutputTokensAsString());
-
-        VoiceAgentRealtimeResponse stringResult = roundTrip("{\"max_output_tokens\":\"inf\"}");
-        assertEquals("inf", stringResult.getMaxOutputTokensAsString());
-        assertNull(stringResult.getMaxOutputTokensAsLong());
-    }
-
-    @Test
-    public void absentMaxOutputTokensReturnsNull() throws IOException {
-        VoiceAgentRealtimeResponse response
-            = UnionTypeSerializationTestUtils.deserialize("{}", VoiceAgentRealtimeResponse::fromJson);
-        assertNull(response.getMaxOutputTokensAsLong());
-        assertNull(response.getMaxOutputTokensAsString());
-    }
-
     @Test
     public void objectTypeRoundTripsUnderObjectWireName() throws IOException {
         VoiceAgentRealtimeResponse response = UnionTypeSerializationTestUtils
@@ -52,11 +33,4 @@ public void objectTypeRoundTripsUnderObjectWireName() throws IOException {
                 .getObjectType());
     }
 
-    private VoiceAgentRealtimeResponse roundTrip(String json) throws IOException {
-        VoiceAgentRealtimeResponse value
-            = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentRealtimeResponse::fromJson);
-        String serialized = UnionTypeSerializationTestUtils.serialize(value);
-        assertTrue(serialized.contains("\"max_output_tokens\""));
-        return UnionTypeSerializationTestUtils.deserialize(serialized, VoiceAgentRealtimeResponse::fromJson);
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptionsSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptionsSerializationTests.java
index b5a30035a305e..ec0e65da84cc7 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptionsSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptionsSerializationTests.java
@@ -6,9 +6,6 @@
 import com.openai.models.realtime.RealtimeFunctionTool;
 import com.openai.models.realtime.RealtimeResponseCreateMcpTool;
 import com.openai.models.realtime.RealtimeResponseCreateParams;
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
 import org.junit.jupiter.api.Test;
 
 import java.io.IOException;
@@ -21,19 +18,6 @@
 
 public class VoiceAgentResponseCreateOptionsSerializationTests {
 
-    @Test
-    public void maxOutputTokensVariantsRoundTrip() throws IOException {
-        VoiceAgentResponseCreateOptions longResult
-            = roundTrip(new VoiceAgentResponseCreateOptions().setMaxOutputTokens(4096L));
-        assertEquals(4096L, longResult.getMaxOutputTokensAsLong());
-        assertNull(longResult.getMaxOutputTokensAsString());
-
-        VoiceAgentResponseCreateOptions stringResult
-            = roundTrip(new VoiceAgentResponseCreateOptions().setMaxOutputTokens("inf"));
-        assertEquals("inf", stringResult.getMaxOutputTokensAsString());
-        assertNull(stringResult.getMaxOutputTokensAsLong());
-    }
-
     @Test
     public void toolsVariantsRoundTrip() throws IOException {
         RealtimeFunctionTool function
@@ -68,45 +52,14 @@ public void deserializesToolsVariants() throws IOException {
         assertTrue(tools.get(1).isRealtimeResponseCreateMcp());
     }
 
-    @Test
-    public void toolChoiceVariantsRoundTrip() throws IOException {
-        VoiceAgentResponseCreateOptions params
-            = new VoiceAgentResponseCreateOptions().setToolChoice(ToolChoiceOptions.REQUIRED);
-        assertEquals(ToolChoiceOptions.REQUIRED, params.getToolChoiceAsToolChoiceOptions());
-
-        VoiceAgentResponseCreateOptions optionsResult = roundTrip(params);
-        assertEquals(ToolChoiceOptions.REQUIRED, optionsResult.getToolChoiceAsToolChoiceOptions());
-        assertNull(optionsResult.getToolChoiceAsToolChoiceFunction());
-        assertNull(optionsResult.getToolChoiceAsToolChoiceMcp());
-
-        VoiceAgentResponseCreateOptions functionResult = roundTrip(
-            new VoiceAgentResponseCreateOptions().setToolChoice(ToolChoiceFunction.builder().name("lookup").build()));
-        assertEquals("lookup", functionResult.getToolChoiceAsToolChoiceFunction().name());
-        assertNull(functionResult.getToolChoiceAsToolChoiceOptions());
-
-        VoiceAgentResponseCreateOptions mcpResult = roundTrip(
-            new VoiceAgentResponseCreateOptions().setToolChoice(ToolChoiceMcp.builder().serverLabel("server").build()));
-        assertEquals("server", mcpResult.getToolChoiceAsToolChoiceMcp().serverLabel());
-        assertNull(mcpResult.getToolChoiceAsToolChoiceOptions());
-    }
-
     @Test
     public void absentAndNullValuesReturnNull() throws IOException {
         VoiceAgentResponseCreateOptions result
             = UnionTypeSerializationTestUtils.deserialize("{}", VoiceAgentResponseCreateOptions::fromJson);
-        assertNull(result.getMaxOutputTokensAsLong());
-        assertNull(result.getMaxOutputTokensAsString());
         assertNull(result.getToolsAsOpenAITools());
-        assertNull(result.getToolChoiceAsToolChoiceOptions());
-        assertNull(result.getToolChoiceAsToolChoiceFunction());
-        assertNull(result.getToolChoiceAsToolChoiceMcp());
 
-        result.setMaxOutputTokens("inf").setMaxOutputTokens((String) null);
         result.setToolsAsOpenAITools(null);
-        result.setToolChoice(ToolChoiceOptions.AUTO).setToolChoice((ToolChoiceOptions) null);
-        assertNull(result.getMaxOutputTokensAsString());
         assertNull(result.getToolsAsOpenAITools());
-        assertNull(result.getToolChoiceAsToolChoiceOptions());
     }
 
     private VoiceAgentResponseCreateOptions roundTrip(VoiceAgentResponseCreateOptions value) throws IOException {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfigurationSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfigurationSerializationTests.java
deleted file mode 100644
index 92241bd8e3dcb..0000000000000
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfigurationSerializationTests.java
+++ /dev/null
@@ -1,74 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-
-package com.azure.ai.agents.models;
-
-import com.openai.models.responses.ToolChoiceOptions;
-import org.junit.jupiter.api.Test;
-
-import java.io.IOException;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNull;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-public class VoiceAgentSessionResponseConfigurationSerializationTests {
-
-    @Test
-    public void longAndStringTokenLimitsRoundTrip() throws IOException {
-        VoiceAgentSessionResponseConfiguration longResult
-            = roundTrip("{\"type\":\"realtime\",\"object\":\"realtime.session\",\"id\":\"s\","
-                + "\"model\":\"m\",\"max_output_tokens\":2048}");
-        assertEquals(2048L, longResult.getMaxOutputTokensAsLong());
-        assertNull(longResult.getMaxOutputTokensAsString());
-
-        VoiceAgentSessionResponseConfiguration stringResult
-            = roundTrip("{\"type\":\"realtime\",\"object\":\"realtime.session\",\"id\":\"s\","
-                + "\"model\":\"m\",\"max_output_tokens\":\"inf\"}");
-        assertEquals("inf", stringResult.getMaxOutputTokensAsString());
-        assertNull(stringResult.getMaxOutputTokensAsLong());
-    }
-
-    @Test
-    public void toolChoiceVariantsRoundTrip() throws IOException {
-        VoiceAgentSessionResponseConfiguration stringResult
-            = roundTrip("{\"type\":\"realtime\",\"object\":\"realtime.session\",\"id\":\"s\","
-                + "\"model\":\"m\",\"tool_choice\":\"auto\"}");
-        assertEquals(ToolChoiceOptions.AUTO, stringResult.getToolChoiceAsToolChoiceOptions());
-        assertNull(stringResult.getToolChoiceAsToolChoiceFunction());
-        assertNull(stringResult.getToolChoiceAsToolChoiceMcp());
-
-        VoiceAgentSessionResponseConfiguration functionResult
-            = roundTrip("{\"type\":\"realtime\",\"object\":\"realtime.session\",\"id\":\"s\","
-                + "\"model\":\"m\",\"tool_choice\":{\"type\":\"function\",\"name\":\"lookup\"}}");
-        assertEquals("lookup", functionResult.getToolChoiceAsToolChoiceFunction().name());
-        assertNull(functionResult.getToolChoiceAsToolChoiceOptions());
-
-        VoiceAgentSessionResponseConfiguration mcpResult
-            = roundTrip("{\"type\":\"realtime\",\"object\":\"realtime.session\",\"id\":\"s\","
-                + "\"model\":\"m\",\"tool_choice\":{\"type\":\"mcp\",\"server_label\":\"server\"}}");
-        assertEquals("server", mcpResult.getToolChoiceAsToolChoiceMcp().serverLabel());
-        assertNull(mcpResult.getToolChoiceAsToolChoiceOptions());
-    }
-
-    @Test
-    public void absentValuesReturnNull() throws IOException {
-        VoiceAgentSessionResponseConfiguration result = UnionTypeSerializationTestUtils.deserialize(
-            "{\"type\":\"realtime\",\"object\":\"realtime.session\",\"id\":\"s\",\"model\":\"m\"}",
-            VoiceAgentSessionResponseConfiguration::fromJson);
-        assertNull(result.getMaxOutputTokensAsLong());
-        assertNull(result.getMaxOutputTokensAsString());
-        assertNull(result.getToolChoiceAsToolChoiceOptions());
-        assertNull(result.getToolChoiceAsToolChoiceFunction());
-        assertNull(result.getToolChoiceAsToolChoiceMcp());
-    }
-
-    private VoiceAgentSessionResponseConfiguration roundTrip(String json) throws IOException {
-        VoiceAgentSessionResponseConfiguration value
-            = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentSessionResponseConfiguration::fromJson);
-        String serialized = UnionTypeSerializationTestUtils.serialize(value);
-        assertTrue(serialized.contains("\"id\":\"s\""));
-        return UnionTypeSerializationTestUtils.deserialize(serialized,
-            VoiceAgentSessionResponseConfiguration::fromJson);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfigurationSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfigurationSerializationTests.java
deleted file mode 100644
index dfbf5984eb835..0000000000000
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfigurationSerializationTests.java
+++ /dev/null
@@ -1,74 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-
-package com.azure.ai.agents.models;
-
-import com.openai.models.responses.ToolChoiceFunction;
-import com.openai.models.responses.ToolChoiceMcp;
-import com.openai.models.responses.ToolChoiceOptions;
-import org.junit.jupiter.api.Test;
-
-import java.io.IOException;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNull;
-
-public class VoiceAgentSessionUpdateConfigurationSerializationTests {
-
-    @Test
-    public void maxOutputTokensVariantsRoundTrip() throws IOException {
-        VoiceAgentSessionUpdateConfiguration longResult
-            = roundTrip(new VoiceAgentSessionUpdateConfiguration().setMaxOutputTokens(1024L));
-        assertEquals(1024L, longResult.getMaxOutputTokensAsLong());
-        assertNull(longResult.getMaxOutputTokensAsString());
-
-        VoiceAgentSessionUpdateConfiguration stringResult
-            = roundTrip(new VoiceAgentSessionUpdateConfiguration().setMaxOutputTokens("inf"));
-        assertEquals("inf", stringResult.getMaxOutputTokensAsString());
-        assertNull(stringResult.getMaxOutputTokensAsLong());
-    }
-
-    @Test
-    public void toolChoiceVariantsRoundTrip() throws IOException {
-        VoiceAgentSessionUpdateConfiguration config
-            = new VoiceAgentSessionUpdateConfiguration().setToolChoice(ToolChoiceOptions.AUTO);
-        assertEquals(ToolChoiceOptions.AUTO, config.getToolChoiceAsToolChoiceOptions());
-
-        VoiceAgentSessionUpdateConfiguration optionsResult = roundTrip(config);
-        assertEquals(ToolChoiceOptions.AUTO, optionsResult.getToolChoiceAsToolChoiceOptions());
-        assertNull(optionsResult.getToolChoiceAsToolChoiceFunction());
-        assertNull(optionsResult.getToolChoiceAsToolChoiceMcp());
-
-        VoiceAgentSessionUpdateConfiguration functionResult = roundTrip(new VoiceAgentSessionUpdateConfiguration()
-            .setToolChoice(ToolChoiceFunction.builder().name("lookup").build()));
-        assertEquals("lookup", functionResult.getToolChoiceAsToolChoiceFunction().name());
-        assertNull(functionResult.getToolChoiceAsToolChoiceOptions());
-
-        VoiceAgentSessionUpdateConfiguration mcpResult = roundTrip(new VoiceAgentSessionUpdateConfiguration()
-            .setToolChoice(ToolChoiceMcp.builder().serverLabel("server").build()));
-        assertEquals("server", mcpResult.getToolChoiceAsToolChoiceMcp().serverLabel());
-        assertNull(mcpResult.getToolChoiceAsToolChoiceOptions());
-    }
-
-    @Test
-    public void absentAndNullValuesReturnNull() throws IOException {
-        VoiceAgentSessionUpdateConfiguration result = UnionTypeSerializationTestUtils
-            .deserialize("{\"type\":\"realtime\"}", VoiceAgentSessionUpdateConfiguration::fromJson);
-        assertNull(result.getMaxOutputTokensAsLong());
-        assertNull(result.getMaxOutputTokensAsString());
-        assertNull(result.getToolChoiceAsToolChoiceOptions());
-        assertNull(result.getToolChoiceAsToolChoiceFunction());
-        assertNull(result.getToolChoiceAsToolChoiceMcp());
-
-        result.setMaxOutputTokens("inf").setMaxOutputTokens((String) null);
-        result.setToolChoice(ToolChoiceOptions.AUTO).setToolChoice((ToolChoiceOptions) null);
-        assertNull(result.getMaxOutputTokensAsString());
-        assertNull(result.getToolChoiceAsToolChoiceOptions());
-    }
-
-    private VoiceAgentSessionUpdateConfiguration roundTrip(VoiceAgentSessionUpdateConfiguration value)
-        throws IOException {
-        String json = UnionTypeSerializationTestUtils.serialize(value);
-        return UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentSessionUpdateConfiguration::fromJson);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentToolChoiceSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentToolChoiceSerializationTests.java
new file mode 100644
index 0000000000000..65d3a399016c3
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentToolChoiceSerializationTests.java
@@ -0,0 +1,172 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.models;
+
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.openai.models.responses.ToolChoiceFunction;
+import com.openai.models.responses.ToolChoiceMcp;
+import com.openai.models.responses.ToolChoiceOptions;
+import org.junit.jupiter.api.Test;
+
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.Map;
+import java.util.function.BiConsumer;
+import java.util.function.Function;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+
+public class VoiceAgentToolChoiceSerializationTests {
+    @Test
+    public void voiceAgentDefinitionRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"kind\":\"voice\"}", VoiceAgentDefinition::fromJson,
+            VoiceAgentDefinition::getToolChoice, VoiceAgentDefinition::setToolChoice);
+    }
+
+    @Test
+    public void inlineVoiceSubagentRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"id\":\"specialist\",\"description\":\"Specialist\"}", InlineVoiceSubagent::fromJson,
+            InlineVoiceSubagent::getToolChoice, InlineVoiceSubagent::setToolChoice);
+    }
+
+    @Test
+    public void greetingConfigurationRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"type\":\"llm_generated\",\"prompt\":\"Say hello\"}",
+            VoiceAgentLlmGeneratedGreetingConfiguration::fromJson,
+            VoiceAgentLlmGeneratedGreetingConfiguration::getToolChoice,
+            VoiceAgentLlmGeneratedGreetingConfiguration::setToolChoice);
+    }
+
+    @Test
+    public void responseCreateOptionsRoundTrip() throws IOException {
+        assertModelRoundTrips("{\"instructions\":\"Say hello\"}", VoiceAgentResponseCreateOptions::fromJson,
+            VoiceAgentResponseCreateOptions::getToolChoice, VoiceAgentResponseCreateOptions::setToolChoice);
+    }
+
+    @Test
+    public void sessionUpdateConfigurationRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"type\":\"realtime\"}", VoiceAgentSessionUpdateConfiguration::fromJson,
+            VoiceAgentSessionUpdateConfiguration::getToolChoice, VoiceAgentSessionUpdateConfiguration::setToolChoice);
+    }
+
+    @Test
+    public void realtimeSessionConfigurationRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"type\":\"realtime\"}", RealtimeSessionConfiguration::fromJson,
+            RealtimeSessionConfiguration::getToolChoice, RealtimeSessionConfiguration::setToolChoice);
+    }
+
+    @Test
+    public void sessionResponseConfigurationRoundTrips() throws IOException {
+        assertModelRoundTrips("{\"id\":\"s\",\"model\":\"m\"}", VoiceAgentSessionResponseConfiguration::fromJson,
+            VoiceAgentSessionResponseConfiguration::getToolChoice, null);
+    }
+
+    @Test
+    public void variantsSerializeAsUnwrappedValuesAndExposeOnlySelectedValue() throws IOException {
+        for (ToolChoiceOptions mode : Arrays.asList(ToolChoiceOptions.NONE, ToolChoiceOptions.AUTO,
+            ToolChoiceOptions.REQUIRED)) {
+            VoiceAgentToolChoice choice = VoiceAgentToolChoice.ofMode(mode);
+            assertEquals("\"" + mode.asString() + "\"", UnionTypeSerializationTestUtils.serialize(choice));
+            VoiceAgentToolChoice result = roundTrip(choice);
+            assertEquals(mode, result.getMode());
+            assertNull(result.getFunction());
+            assertNull(result.getMcp());
+        }
+
+        VoiceAgentToolChoice function
+            = VoiceAgentToolChoice.ofFunction(ToolChoiceFunction.builder().name("lookup").build());
+        assertEquals(UnionTypeSerializationTestUtils.deserialize("{\"type\":\"function\",\"name\":\"lookup\"}",
+            JsonReader::readUntyped), properties(function));
+        VoiceAgentToolChoice functionResult = roundTrip(function);
+        assertEquals("lookup", functionResult.getFunction().name());
+        assertNull(functionResult.getMode());
+        assertNull(functionResult.getMcp());
+
+        VoiceAgentToolChoice mcp
+            = VoiceAgentToolChoice.ofMcp(ToolChoiceMcp.builder().serverLabel("server").name("search").build());
+        VoiceAgentToolChoice mcpResult = roundTrip(mcp);
+        assertEquals("server", mcpResult.getMcp().serverLabel());
+        assertNull(mcpResult.getMode());
+        assertNull(mcpResult.getFunction());
+    }
+
+    @Test
+    public void nullChoiceIsDistinctFromFactoriesWithNullArguments() throws IOException {
+        assertNull(UnionTypeSerializationTestUtils.deserialize("null", VoiceAgentToolChoice::fromJson));
+        assertThrows(NullPointerException.class, () -> VoiceAgentToolChoice.ofMode(null));
+        assertThrows(NullPointerException.class, () -> VoiceAgentToolChoice.ofFunction(null));
+        assertThrows(NullPointerException.class, () -> VoiceAgentToolChoice.ofMcp(null));
+    }
+
+    @Test
+    public void unknownValuesArePreservedWithoutMisclassifyingObjectVariants() throws IOException {
+        VoiceAgentToolChoice futureMode = VoiceAgentToolChoice.ofMode(ToolChoiceOptions.of("future_mode"));
+        assertEquals("future_mode", roundTrip(futureMode).getMode().asString());
+        String json = "{\"type\":\"future_tool\",\"setting\":true}";
+        VoiceAgentToolChoice futureObject
+            = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentToolChoice::fromJson);
+        assertEquals(json, UnionTypeSerializationTestUtils.serialize(futureObject));
+        assertNull(futureObject.getMode());
+        assertNull(futureObject.getFunction());
+        assertNull(futureObject.getMcp());
+    }
+
+    @Test
+    public void rejectsJsonValuesOutsideTheUnionShape() {
+        for (String json : Arrays.asList("42", "true", "[]")) {
+            assertThrows(IllegalStateException.class,
+                () -> UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentToolChoice::fromJson));
+        }
+    }
+
+    private static <T extends JsonSerializable<?>> void assertModelRoundTrips(String baseJson,
+        UnionTypeSerializationTestUtils.Deserializer<T> deserializer, Function<T, VoiceAgentToolChoice> getter,
+        BiConsumer<T, VoiceAgentToolChoice> setter) throws IOException {
+        assertNull(getter.apply(UnionTypeSerializationTestUtils.deserialize(baseJson, deserializer)));
+        String prefix = baseJson.substring(0, baseJson.length() - 1) + ",\"tool_choice\":";
+        assertNull(getter.apply(UnionTypeSerializationTestUtils.deserialize(prefix + "null}", deserializer)));
+        for (VoiceAgentToolChoice choice : Arrays.asList(VoiceAgentToolChoice.ofMode(ToolChoiceOptions.NONE),
+            VoiceAgentToolChoice.ofMode(ToolChoiceOptions.AUTO),
+            VoiceAgentToolChoice.ofMode(ToolChoiceOptions.REQUIRED),
+            VoiceAgentToolChoice.ofFunction(ToolChoiceFunction.builder().name("lookup").build()),
+            VoiceAgentToolChoice.ofMcp(ToolChoiceMcp.builder().serverLabel("server").name("search").build()))) {
+            String choiceJson = UnionTypeSerializationTestUtils.serialize(choice);
+            T model = UnionTypeSerializationTestUtils.deserialize(prefix + choiceJson + "}", deserializer);
+            assertChoiceEquals(choice, getter.apply(model));
+            if (setter != null) {
+                setter.accept(model, null);
+                assertNull(getter.apply(model));
+                assertFalse(properties(model).containsKey("tool_choice"));
+                setter.accept(model, choice);
+            }
+            assertEquals(UnionTypeSerializationTestUtils.deserialize(choiceJson, JsonReader::readUntyped),
+                properties(model).get("tool_choice"));
+            T result = UnionTypeSerializationTestUtils.deserialize(UnionTypeSerializationTestUtils.serialize(model),
+                deserializer);
+            assertChoiceEquals(choice, getter.apply(result));
+        }
+    }
+
+    private static Map<String, Object> properties(JsonSerializable<?> model) throws IOException {
+        return UnionTypeSerializationTestUtils.deserialize(UnionTypeSerializationTestUtils.serialize(model),
+            reader -> reader.readMap(JsonReader::readUntyped));
+    }
+
+    private static void assertChoiceEquals(VoiceAgentToolChoice expected, VoiceAgentToolChoice actual) {
+        assertNotNull(actual);
+        assertEquals(expected.getMode(), actual.getMode());
+        assertEquals(expected.getFunction(), actual.getFunction());
+        assertEquals(expected.getMcp(), actual.getMcp());
+    }
+
+    private static VoiceAgentToolChoice roundTrip(VoiceAgentToolChoice choice) throws IOException {
+        return UnionTypeSerializationTestUtils.deserialize(UnionTypeSerializationTestUtils.serialize(choice),
+            VoiceAgentToolChoice::fromJson);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseSerializationTests.java
index 37a4960ae79d7..178e6863ad2f3 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceResponseSerializationTests.java
@@ -14,25 +14,6 @@
 
 public class VoiceResponseSerializationTests {
 
-    @Test
-    public void maxOutputTokensVariantsRoundTrip() throws IOException {
-        VoiceResponse longResult = roundTrip("{\"max_output_tokens\":4096}");
-        assertEquals(4096L, longResult.getMaxOutputTokensAsLong());
-        assertNull(longResult.getMaxOutputTokensAsString());
-
-        VoiceResponse stringResult = roundTrip("{\"max_output_tokens\":\"inf\"}");
-        assertEquals("inf", stringResult.getMaxOutputTokensAsString());
-        assertNull(stringResult.getMaxOutputTokensAsLong());
-    }
-
-    @Test
-    public void absentMaxOutputTokensReturnsNull() throws IOException {
-        VoiceResponse response = UnionTypeSerializationTestUtils
-            .deserialize("{\"id\":\"response\",\"conversation_id\":\"conversation\"}", VoiceResponse::fromJson);
-        assertNull(response.getMaxOutputTokensAsLong());
-        assertNull(response.getMaxOutputTokensAsString());
-    }
-
     @Test
     public void objectTypeRoundTripsUnderObjectWireName() throws IOException {
         VoiceResponse response = UnionTypeSerializationTestUtils.deserialize(
@@ -52,10 +33,4 @@ public void objectTypeRoundTripsUnderObjectWireName() throws IOException {
             UnionTypeSerializationTestUtils.deserialize("{\"object\":null}", VoiceResponse::fromJson).getObjectType());
     }
 
-    private VoiceResponse roundTrip(String json) throws IOException {
-        VoiceResponse value = UnionTypeSerializationTestUtils.deserialize(json, VoiceResponse::fromJson);
-        String serialized = UnionTypeSerializationTestUtils.serialize(value);
-        assertTrue(serialized.contains("\"max_output_tokens\""));
-        return UnionTypeSerializationTestUtils.deserialize(serialized, VoiceResponse::fromJson);
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index db2bd90978944..3aa9f90ffed55 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: c13cd5a1ee58d507dd5a3fe5dae7ba9e7025cb9e
+commit: b6de8d8fd9fc3ec783424838003b9437dd5eefbb
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents

From 20106fc5bedc70ed1201dee4611ad8e842333a89 Mon Sep 17 00:00:00 2001
From: Kaylie <50653231+kaylieee@users.noreply.github.com>
Date: Fri, 6 Nov 2026 00:36:12 -0800
Subject: [PATCH 27/29] Regen latest spec gpt-live, campaigns, handoff (#51126)

* initial commit with suppressed types

* renames

* regen add system tools

* renames and type changes for system tools

* initial commit

* renames and type changes for telephony campaigns

* fix old renames and remove duplicate openai classes

* replace duplicate types

* rename to transporttype

* regen for new enums

* new checkstyle

* update telephony tests

* customize campaign polling strategies

* fix projects polling strategy

* fix structuredinput serialization and tests

* move campaign ops
---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |   24 +
 .../checkstyle-suppressions.xml               |    9 +
 .../customizations/beta-annotations.csv       |  229 +-
 .../src/main/java/AgentsCustomizations.java   |  117 +-
 .../azure/ai/agents/AgentsClientBuilder.java  |   56 +-
 ...taVoiceAgentsConversationsAsyncClient.java |   16 +-
 .../BetaVoiceAgentsConversationsClient.java   |   16 +-
 ...iceAgentsLiveConversationsAsyncClient.java |  855 ++++
 ...etaVoiceAgentsLiveConversationsClient.java |  765 ++++
 .../BetaVoiceAgentsTelephonyAsyncClient.java  | 1671 ++++++-
 .../BetaVoiceAgentsTelephonyClient.java       | 1512 +++++-
 .../implementation/AgentsClientImpl.java      |   15 +
 .../AgentsServicePollUtils.java               |   78 +
 .../BetaVoiceAgentsConversationsImpl.java     |   46 +-
 .../BetaVoiceAgentsLiveConversationsImpl.java | 1508 ++++++
 .../BetaVoiceAgentsTelephoniesImpl.java       | 4040 ++++++++++++++++-
 ...paignOperationLocationPollingStrategy.java |   76 +
 .../StructuredInputJsonHelper.java            |   67 +
 ...paignOperationLocationPollingStrategy.java |   72 +
 .../realtime/VoiceAgentWebSocketUtils.java    |    2 +-
 .../ai/agents/models/AgentDefinition.java     |    2 +-
 .../ai/agents/models/AudioTranscription.java  |  297 --
 .../models/AudioTranscriptionModel.java       |   96 -
 .../models/AzureCreateResponseOptions.java    |    7 +-
 .../CreateSipTelephonyBindingInput.java       |  176 -
 ...oneExtensibilityTelephonyBindingInput.java |  162 -
 .../models/CreateTelephonyBindingInput.java   |  171 -
 .../CreateTwilioTelephonyBindingInput.java    |  128 -
 .../ai/agents/models/DatasetReference.java    |  121 +
 .../ai/agents/models/McpListToolsTool.java    |  175 -
 .../models/McpListToolsToolAnnotations.java   |   59 -
 .../models/McpListToolsToolInputSchema.java   |   59 -
 .../ai/agents/models/RealtimeAudioFormat.java |  111 -
 .../models/RealtimeAudioFormatType.java       |   65 -
 .../models/RealtimeConversationItem.java      |    2 +
 ...ltimeConversationItemAssistantMessage.java |   64 +-
 .../RealtimeConversationItemFunctionCall.java |   46 +-
 ...imeConversationItemFunctionCallOutput.java |   46 +-
 ...InputAudioTranscriptionCompletedEvent.java |  118 +-
 ...RealtimeConversationItemSystemMessage.java |   64 +-
 .../models/RealtimeConversationItemType.java  |    6 +
 .../RealtimeConversationItemUserMessage.java  |   64 +-
 .../agents/models/RealtimeMcpErrorType.java   |   65 -
 .../agents/models/RealtimeMcpHttpError.java   |  128 -
 .../agents/models/RealtimeMcpListTools.java   |   38 +-
 .../models/RealtimeMcpProtocolError.java      |  128 -
 .../ai/agents/models/RealtimeMcpToolCall.java |   46 +-
 .../models/RealtimeMcpToolExecutionError.java |  107 -
 .../agents/models/RealtimePcmAudioFormat.java |  109 -
 .../models/RealtimePcmaAudioFormat.java       |   80 -
 .../models/RealtimePcmuAudioFormat.java       |   80 -
 .../models/RealtimeResponseContentPart.java   |   17 +-
 .../RealtimeSemanticVadTurnDetection.java     |  176 -
 .../ai/agents/models/RealtimeServerEvent.java |    6 +
 .../RealtimeServerVadTurnDetection.java       |  287 --
 .../RealtimeSessionAudioConfiguration.java    |  124 -
 .../models/RealtimeSessionAudioInput.java     |  190 -
 .../models/RealtimeSessionAudioOutput.java    |  218 -
 .../models/RealtimeSessionConfiguration.java  |  742 ---
 ...essionCreateRequestGAAudioOutputVoice.java |   85 -
 .../models/RealtimeSessionCreatedEvent.java   |   64 +-
 .../RealtimeSessionTracingConfiguration.java  |  166 -
 .../ai/agents/models/RealtimeSessionType.java |   59 -
 .../models/RealtimeSessionUpdateEvent.java    |   42 +-
 .../models/RealtimeSessionUpdatedEvent.java   |   64 +-
 ...ranscriptionSessionAudioConfiguration.java |   95 -
 ...ealtimeTranscriptionSessionAudioInput.java |  194 -
 ...timeTranscriptionSessionConfiguration.java |  152 -
 .../agents/models/RealtimeTurnDetection.java  |  120 -
 .../models/RealtimeTurnDetectionType.java     |   59 -
 .../ai/agents/models/SipTelephonyBinding.java |   88 +-
 .../models/SipTelephonyBindingListItem.java   |   43 +-
 .../models/StructuredInputDefinition.java     |    9 +-
 ...amsPhoneExtensibilityTelephonyBinding.java |   65 +-
 ...ExtensibilityTelephonyBindingListItem.java |   37 +-
 ...imeMcpError.java => TelephonyAddress.java} |   75 +-
 .../agents/models/TelephonyAddressType.java   |   66 +
 .../ai/agents/models/TelephonyBinding.java    |   96 +-
 .../models/TelephonyBindingListItem.java      |   59 +-
 .../agents/models/TelephonyBindingStatus.java |   59 -
 .../ai/agents/models/TelephonyCallJob.java    |  167 +-
 ...Input.java => TelephonyCallJobCreate.java} |  144 +-
 .../ai/agents/models/TelephonyCampaign.java   |  469 ++
 .../TelephonyCampaignAtTimeSchedule.java      |  134 +
 .../TelephonyCampaignImmediateSchedule.java   |  104 +
 .../models/TelephonyCampaignOperation.java    |  178 +
 .../TelephonyCampaignOperationKind.java       |   65 +
 ...TelephonyCampaignPerRecipientSchedule.java |  104 +
 .../models/TelephonyCampaignProgress.java     |  222 +
 .../models/TelephonyCampaignSchedule.java     |  156 +
 .../models/TelephonyCampaignScheduleType.java |   65 +
 .../models/TelephonyCampaignStatus.java       |   91 +
 .../TelephonyCampaignValidationError.java     |  106 +
 ...=> TelephonyFixedIntervalRetryPolicy.java} |   61 +-
 .../TelephonyOutboundDestinationType.java     |   53 -
 .../models/TelephonyOutboundRetryPolicy.java  |    2 +-
 ...ination.java => TelephonyPhoneNumber.java} |   78 +-
 .../ai/agents/models/TelephonyRecipient.java  |  183 +
 ...tination.java => TelephonySipAddress.java} |   47 +-
 ...nation.java => TelephonyTeamsAddress.java} |   51 +-
 .../models/TelephonyTransferDestination.java  |  113 -
 .../TelephonyTransferDestinationKind.java     |   65 -
 .../models/TelephonyTransferTarget.java       |   41 +-
 ...lType1.java => ToolFunctionToolType3.java} |   18 +-
 .../TranscriptTextInputTokenDetails.java      |  100 -
 .../ai/agents/models/TranscriptTextUsage.java |  109 -
 .../models/TranscriptTextUsageDuration.java   |  114 -
 .../models/TranscriptTextUsageTokens.java     |  174 -
 .../models/TranscriptTextUsageType.java       |   59 -
 .../agents/models/TranscriptionLanguage.java  |   84 -
 .../agents/models/TwilioTelephonyBinding.java |   52 +-
 .../TwilioTelephonyBindingListItem.java       |   37 +-
 .../models/UpdateTelephonyBindingInput.java   |   86 +-
 .../VoiceAgentAudioInputConfiguration.java    |   45 +-
 .../VoiceAgentAudioOutputConfiguration.java   |   45 +-
 .../models/VoiceAgentBaseDefinition.java      |  243 +
 .../VoiceAgentCollectDtmfSystemTool.java      |  133 +
 .../VoiceAgentCollectSmsSystemTool.java       |  133 +
 .../agents/models/VoiceAgentDefinition.java   |  150 +-
 .../VoiceAgentDigitRecognitionSystemTool.java |  133 +
 .../VoiceAgentEndConversationSystemTool.java  |   25 +-
 .../agents/models/VoiceAgentFunctionTool.java |   10 +-
 .../VoiceAgentGreetingConfiguration.java      |    9 +-
 .../agents/models/VoiceAgentGreetingMode.java |   59 +
 .../models/VoiceAgentHandoffCondition.java    |    9 +-
 .../VoiceAgentInputCollectionChannel.java     |   58 +
 .../VoiceAgentInputCollectionStatus.java      |  153 +
 .../VoiceAgentInputCollectionStatusEvent.java |  259 ++
 .../models/VoiceAgentInputTranscription.java  |    7 +-
 ...oiceAgentInterimResponseConfiguration.java |   10 +-
 .../models/VoiceAgentInterimResponseType.java |   59 +
 ...VoiceAgentLanguageDetectionSystemTool.java |  133 +
 .../VoiceAgentLiveClientDelegation.java       |  134 +
 ...tLiveClientDelegationConversationItem.java |  166 +
 .../models/VoiceAgentLiveConversation.java    |  255 ++
 .../VoiceAgentLiveConversationItem.java       |  141 +
 .../VoiceAgentLiveConversationItemType.java   |   65 +
 .../models/VoiceAgentLiveDefinition.java      |  319 ++
 ...ase.java => VoiceAgentLiveDelegation.java} |   47 +-
 ...ceAgentLiveDelegationConversationItem.java |  204 +
 .../VoiceAgentLiveDelegationResultItem.java   |  101 +
 .../VoiceAgentLiveDelegationStatus.java       |   77 +
 .../VoiceAgentLiveDelegationTarget.java       |   65 +
 .../models/VoiceAgentLiveDelegationType.java  |   62 +
 ...LiveFoundryManagedAgentDelegationItem.java |  289 ++
 .../VoiceAgentLiveInputConversationItem.java  |  133 +
 .../VoiceAgentLiveManagedAgentDelegation.java |  141 +
 .../VoiceAgentLiveOutputConversationItem.java |  133 +
 .../VoiceAgentLiveResponsesDelegation.java    |  167 +
 ...veResponsesDelegationConversationItem.java |  145 +
 ...gentLlmGeneratedGreetingConfiguration.java |   10 +-
 ...eAgentLlmInterimResponseConfiguration.java |    9 +-
 .../ai/agents/models/VoiceAgentMcpTool.java   |   10 +-
 ...AgentResponseAudioTimestampDeltaEvent.java |    7 +-
 .../models/VoiceAgentRtcCallErrorDetails.java |   34 +-
 .../models/VoiceAgentRtcCallErrorType.java    |   59 +
 .../models/VoiceAgentSendDtmfSystemTool.java  |  132 +
 .../models/VoiceAgentSendSmsSystemTool.java   |  132 +
 ...entStaticInterimResponseConfiguration.java |    9 +-
 .../agents/models/VoiceAgentSubProtocol.java  |   58 +
 .../agents/models/VoiceAgentSystemTool.java   |   61 +-
 ...iceAgentSystemToolArgumentsDeltaEvent.java |  239 +
 ...oiceAgentSystemToolArgumentsDoneEvent.java |  241 +
 .../models/VoiceAgentSystemToolItem.java      |  286 ++
 .../VoiceAgentSystemToolItemObjectType.java   |   54 +
 .../VoiceAgentSystemToolItemStatus.java       |   65 +
 .../models/VoiceAgentSystemToolName.java      |   42 +
 ...iceAgentTemplateGreetingConfiguration.java |   10 +-
 .../ai/agents/models/VoiceAgentTool.java      |    8 +-
 .../ai/agents/models/VoiceAgentToolType.java  |   71 +
 .../agents/models/VoiceAgentToolboxTool.java  |   10 +-
 ...ava => VoiceAgentTransferDestination.java} |   37 +-
 .../VoiceAgentTransferDestinationType.java    |   62 +
 .../models/VoiceAgentTransferRouting.java     |  130 +
 .../models/VoiceAgentTransferStrategy.java    |   66 +
 .../models/VoiceAgentTransferSystemTool.java  |  199 +
 .../models/VoiceAgentTransferTarget.java      |  167 +
 .../VoiceAgentWebSocketConnectionOptions.java |   22 +-
 .../models/VoiceConversationEngine.java       |    9 +-
 .../models/VoiceConversationEngineType.java   |   53 +
 .../VoiceHostedAgentConversationEngine.java   |   10 +-
 .../com/azure/ai/agents/models/VoiceIds.java  |  107 -
 .../models/VoiceRecordingChannelLayout.java   |   12 +-
 .../models/VoiceResponseAudioOutput.java      |   21 +-
 .../META-INF/azure-ai-agents_metadata.json    |    2 +-
 .../voice/VoiceAgentWithToolsSample.java      |    9 +-
 ...VoiceAgentWebSocketSessionClientTests.java |    5 +-
 ...FoundryFeaturesHeaderVerificationTest.java |   32 +-
 ...nOperationLocationPollingStrategyTest.java |  253 ++
 ...ptionCompletedEventSerializationTests.java |   46 +-
 ...RealtimeOpenAIDedupSerializationTests.java |   83 +-
 ...eSessionAudioOutputSerializationTests.java |   54 -
 ...essionConfigurationSerializationTests.java |  146 -
 ...SessionCreatedEventSerializationTests.java |    4 +-
 ...eSessionUpdateEventSerializationTests.java |   62 +-
 ...SessionUpdatedEventSerializationTests.java |    4 +-
 ...andaloneOpenAIDedupSerializationTests.java |  278 +-
 .../StructuredInputSerializationTests.java    |  140 +
 ...oiceAgentDefinitionSerializationTests.java |   14 +-
 ...gentLiveOpenAITypesSerializationTests.java |   76 +
 ...ResponsesDelegationSerializationTests.java |   91 +
 ...gentMaxOutputTokensSerializationTests.java |    6 -
 ...oiceAgentToolChoiceSerializationTests.java |    6 -
 .../voice/VoiceAgentCrudAsyncTests.java       |    3 +-
 .../ai/agents/voice/VoiceAgentCrudTests.java  |    3 +-
 .../voice/VoiceAgentTelephonyLiveTests.java   |   32 +-
 .../voice/VoiceAgentTelephonyTests.java       |   79 +-
 sdk/ai/azure-ai-agents/tsp-location.yaml      |    2 +-
 sdk/ai/azure-ai-projects/CHANGELOG.md         |    2 +
 .../src/main/java/ProjectsCustomizations.java |   30 +
 .../OperationLocationPollingStrategy.java     |    8 +
 .../ProjectsServicePollUtils.java             |   21 +
 .../SyncOperationLocationPollingStrategy.java |    8 +
 .../ai/projects/models/DatasetReference.java  |    6 +-
 .../models/EvaluatorGenerationArtifacts.java  |   24 +-
 .../META-INF/azure-ai-projects_metadata.json  |    2 +-
 .../OperationLocationPollingStrategyTest.java |   99 +
 sdk/ai/azure-ai-projects/tsp-location.yaml    |    2 +-
 218 files changed, 21139 insertions(+), 8235 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveConversationsAsyncClient.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveConversationsClient.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsLiveConversationsImpl.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/CampaignOperationLocationPollingStrategy.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/StructuredInputJsonHelper.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/SyncCampaignOperationLocationPollingStrategy.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AudioTranscription.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AudioTranscriptionModel.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateSipTelephonyBindingInput.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensibilityTelephonyBindingInput.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTwilioTelephonyBindingInput.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetReference.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsTool.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsToolAnnotations.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsToolInputSchema.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeAudioFormat.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeAudioFormatType.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpErrorType.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpHttpError.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpProtocolError.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpToolExecutionError.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmAudioFormat.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmaAudioFormat.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmuAudioFormat.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSemanticVadTurnDetection.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerVadTurnDetection.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioConfiguration.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioInput.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioOutput.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfiguration.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionCreateRequestGAAudioOutputVoice.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionTracingConfiguration.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionType.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionAudioConfiguration.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionAudioInput.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionConfiguration.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTurnDetection.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTurnDetectionType.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{RealtimeMcpError.java => TelephonyAddress.java} (52%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyAddressType.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingStatus.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{CreateTelephonyCallJobInput.java => TelephonyCallJobCreate.java} (53%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaign.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignAtTimeSchedule.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignImmediateSchedule.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignOperation.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignOperationKind.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignPerRecipientSchedule.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignProgress.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignSchedule.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignScheduleType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignStatus.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignValidationError.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{TelephonyOutboundFixedIntervalRetryPolicy.java => TelephonyFixedIntervalRetryPolicy.java} (67%)
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundDestinationType.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{PstnTelephonyTransferDestination.java => TelephonyPhoneNumber.java} (53%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyRecipient.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{SipTelephonyTransferDestination.java => TelephonySipAddress.java} (56%)
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{TeamsTelephonyTransferDestination.java => TelephonyTeamsAddress.java} (52%)
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferDestination.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferDestinationKind.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{ToolFunctionToolType1.java => ToolFunctionToolType3.java} (62%)
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextInputTokenDetails.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsage.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageDuration.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageTokens.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageType.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptionLanguage.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentBaseDefinition.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentCollectDtmfSystemTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentCollectSmsSystemTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDigitRecognitionSystemTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingMode.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionChannel.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatus.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatusEvent.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLanguageDetectionSystemTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegation.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegationConversationItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversation.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItemType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDefinition.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{RealtimeSessionConfigurationBase.java => VoiceAgentLiveDelegation.java} (60%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationConversationItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationResultItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationStatus.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationTarget.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveFoundryManagedAgentDelegationItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveInputConversationItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveManagedAgentDelegation.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveOutputConversationItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegation.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegationConversationItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSendDtmfSystemTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSendSmsSystemTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubProtocol.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDeltaEvent.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDoneEvent.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItem.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemObjectType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemStatus.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolType.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/{TelephonyOutboundDestination.java => VoiceAgentTransferDestination.java} (59%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferDestinationType.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferRouting.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferStrategy.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferSystemTool.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferTarget.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceConversationEngineType.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceIds.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/CampaignOperationLocationPollingStrategyTest.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionAudioOutputSerializationTests.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionConfigurationSerializationTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/StructuredInputSerializationTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLiveOpenAITypesSerializationTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegationSerializationTests.java
 create mode 100644 sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/ProjectsServicePollUtils.java
 create mode 100644 sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/implementation/OperationLocationPollingStrategyTest.java

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index c89f32eb535a1..f91b39f88c345 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -8,9 +8,30 @@
   destinations.
 - Added preview inline voice subagents and handoff configuration, runtime state, and session handoff events.
 - Added preview SIP telephony bindings.
+- Added preview Live-agent Responses delegation settings using OpenAI Java's `ResponsesDelegationConfig`.
+- Reused OpenAI Java's Live audio settings, voice, and session usage models instead of generating duplicate types.
+- Added preview typed `of*` factories on `RealtimeResponseInputItem` and `RealtimeResponseInputContent` for heterogeneous
+  voice-agent response input and user-message content, with a shared `RealtimeResponseInputItemStatus` enum.
+- Added preview voice-agent system tools, transfer routing, and system-tool intent and input-collection events.
+- Added preview voice-agent telephony campaigns with recipient validation and scheduling.
 
 ### Breaking Changes
 
+- Renamed preview `VoiceAgentWebSocketConnectionOptions.getTransport()` and `setTransport(...)` to
+  `getTransportType()` and `setTransportType(...)`.
+- Replaced preview transcription languages with OpenAI Java's `TranscriptionLanguage` and listed MCP tools with
+  `RealtimeMcpListTools.Tool`. MCP tool input schemas and annotations now retain their JSON contents.
+- Replaced preview realtime session configurations, audio formats, turn detection, and MCP errors with the complete
+  OpenAI Java types. `RealtimeSessionUpdateEvent.getSession()` now returns `SessionUpdateEvent.Session`, audio-format
+  properties use `RealtimeAudioFormats`, and `RealtimeMcpToolCall.getError()` returns OpenAI's `RealtimeMcpToolCall.Error`.
+  Foundry-specific session and turn-detection models remain unchanged.
+- Updated preview telephony binding, call-job, transfer, and retry model shapes to match the redesigned service contract.
+- Standardized preview system-tool names with `VoiceAgent*Event`, `outputReference`, and `objectType`, and exposed
+  system-tool and transfer-ring timeouts as `Duration` through `timeout` and `ringTimeout`. System-tool items are
+  service-generated and no longer expose public constructors or setters.
+- Moved preview Live-conversation client factories under `AgentsClientBuilder.beta()`.
+- Changed preview Live delegation acknowledgement delays to `Duration` with unit-free `acknowledgementDelay`
+  accessors, and renamed the managed-delegation duration property from `offsetMs` to `offset`.
 - Replaced the numeric/string token-limit accessors on preview voice and realtime models with
   `getMaxOutputTokens()` and `setMaxOutputTokens(VoiceAgentMaxOutputTokens)`, where writable. `InlineVoiceSubagent` uses
   the same type through `getMaxResponseOutputTokens()` and `setMaxResponseOutputTokens(VoiceAgentMaxOutputTokens)`.
@@ -28,6 +49,9 @@
 ### Bugs Fixed
 
 - Preserved handoff state when serializing and deserializing voice-agent session response configurations.
+- Preserved exact numeric values when round-tripping agent structured input defaults and schemas, telephony
+  structured inputs, and response structured inputs through `BinaryData`.
+
 ### Other Changes
 
 - Regenerated the client with `@azure-tools/openai-typespec` version `1.34.1`.
diff --git a/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml b/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml
index 9fe4c5b77f79a..d4ad356712d22 100644
--- a/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml
+++ b/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml
@@ -47,6 +47,15 @@
   <suppress files="com.azure.ai.agents.models.VoiceAgentLlmGeneratedGreetingConfiguration.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
   <suppress files="com.azure.ai.agents.models.VoiceAgentSessionHandoffAbortedEvent.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
   <suppress files="com.azure.ai.agents.models.VoiceAgentToolChoice.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.VoiceAgentLiveResponsesDelegation.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.RealtimeMcpListTools.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.RealtimeMcpToolCall.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.RealtimeSessionUpdateEvent.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.VoiceAgentAudioInputConfiguration.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.VoiceAgentAudioOutputConfiguration.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.VoiceAgentLiveConversation.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.VoiceAgentLiveDefinition.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.models.VoiceResponseAudioOutput.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
   <suppress files="com.azure.ai.agents.ResponsesClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ServiceClientCheck" />
   <suppress files="com.azure.ai.agents.ResponsesAsyncClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ServiceClientCheck" />
   <suppress files="com.azure.ai.agents.implementation.MultipartFormDataHelper.java" checks="io.clientcore.linting.extensions.checkstyle.checks.EnforceFinalFieldsCheck" />
diff --git a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
index 41b25cb3175cb..ea6265562d557 100644
--- a/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
+++ b/sdk/ai/azure-ai-agents/customizations/beta-annotations.csv
@@ -10,7 +10,6 @@ class;com.azure.ai.agents.models.AgentHarness;Preview API. GitHubCopilot=V1Previ
 field;com.azure.ai.agents.models.AgentKind;Preview API.;VOICE
 field;com.azure.ai.agents.models.AgentVersionDetails;Preview API. DraftAgents=V1Preview;draft
 class;com.azure.ai.agents.models.AudioTranscription;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.AudioTranscriptionModel;Preview API.;
 field;com.azure.ai.agents.models.AzureCreateResponseDetails;Preview API. ModelRouterControls=V1Preview;model_selection_details
 field;com.azure.ai.agents.models.AzureCreateResponseOptions;Preview API. ModelRouterControls=V1Preview;routing_config
 class;com.azure.ai.agents.models.BingCustomSearchConfiguration;Preview API. preview_tool;
@@ -24,11 +23,7 @@ class;com.azure.ai.agents.models.ChatSummaryMemoryItem;Preview API. MemoryStores
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DigitalWorker=V1Preview, DraftAgents=V1Preview, ExternalAgents=V1Preview, GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview, Skills=V1Preview, VoiceAgents=V1Preview, WorkflowAgents=V1Preview;definition
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DigitalWorker=V1Preview;digital_worker_type
 field;com.azure.ai.agents.models.CreateAgentVersionInput;Preview API. DraftAgents=V1Preview;draft
-class;com.azure.ai.agents.models.CreateSipTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateTeamsPhoneExtensibilityTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateTelephonyCallJobInput;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.CreateTwilioTelephonyBindingInput;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.DatasetReference;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.ExternalAgentDefinition;Preview API. ExternalAgents=V1Preview;
 class;com.azure.ai.agents.models.FabricDataAgentToolCall;Preview API. preview_tool;
 class;com.azure.ai.agents.models.FabricDataAgentToolCallOutput;Preview API. preview_tool;
@@ -40,9 +35,134 @@ class;com.azure.ai.agents.models.GenerateVoiceAgentRequest;Preview API. VoiceAge
 class;com.azure.ai.agents.models.GitHubCopilotHarness;Preview API. GitHubCopilot=V1Preview;
 class;com.azure.ai.agents.models.GitHubCopilotToolsetPreview;Preview API. GitHubCopilot=V1Preview;
 class;com.azure.ai.agents.models.InlineVoiceSubagent;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.McpListToolsTool;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.McpListToolsToolAnnotations;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.McpListToolsToolInputSchema;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveAllowedServerEventParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveAllowedToolsChoiceParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveApplyPatchToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveAudioFormat;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveAudioFormatType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientConfigParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveCommentaryAppendParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveDecisionCreateParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveDecisionItemCreateParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveDecisionItemDeleteParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveInputAudioAppendEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveInputAudioMuteParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveInputAudioUnmuteParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveInstructionsAppendParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveOutputAudioFixturePlayParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveResponseCreateParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveResponseItemCreateParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveSessionCloseParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveSessionUpdateParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventLiveThinkingAppendParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveClientEventType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveCodeInterpreterToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveComputerToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveContainerMemoryLimit;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveContainerNetworkPolicyDisabledParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveContainerReferenceParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveContextWindowUsage;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveCustomToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveCustomVoiceParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDataChannelConfigParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionCompleted;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionInputImageParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionInputItemParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionInputTextParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionQuestionsInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionsDelegationUpdateParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionsSettingsInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionsSettingsUpdateParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionStoredInputItemParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDecisionTriggerInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDelegationReasoningInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDelegationTextInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveDetailEnum;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveFileSearchToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveFunctionToolChoiceParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveFunctionToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveHostedShellContainerAutoParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveHostedShellNetworkPolicyAllowlistParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveHostedShellToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveImageGenerationToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialAssistantMessageItemParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialDeveloperMessageItemParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialInputTextContentPartParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialItemType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialMessageStatus;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialOutputTextContentPartParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialSessionAudioOutputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialSessionAudioParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialTextContentPartParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInitialUserMessageItemParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInlineSkillParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInlineSkillSourceParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveInputAudioAppend;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveLiveError;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveLocalEnvironmentParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveLocalSkillParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveMCPToolChoiceParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveMCPToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveNamespaceToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveOutputAudioDelta;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveProgrammaticToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveReasoningEffort;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveReasoningSummary;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveResponsesDelegationSettingsInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveResponsesDelegationSettingsUpdateInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveResponsesDelegationUpdateParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveResponsesServiceTier;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveCommentaryAppended;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveDecisionEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveDecisionItemCreated;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveDecisionItemDeleted;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveDelegationCreated;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveErrorEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveInfoEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveInputAudioMuted;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveInputAudioUnmuted;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveInputTranscriptDelta;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveInstructionsAppended;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveOutputAudioFixturePlayed;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveOutputAudioFixturePlaying;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveOutputTranscriptDelta;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveResponseEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveSessionClosed;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveSessionStarted;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveSessionUpdated;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveSessionUsageUpdated;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveThinkingAppended;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveTransportAnswered;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveTransportFailed;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventLiveTransportRinging;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveServerEventType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSessionAudioFormatPCMAParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSessionAudioFormatPCMParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSessionAudioFormatPCMUParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSessionCreateParams;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSessionStartEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSessionUpdateParams;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSessionUsage;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSkillReferenceParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificApplyPatchParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificCodeInterpreterParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificComputerParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificCustomToolParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificFileSearchParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificFunctionShellParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificImageGenParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificProgrammaticToolCallingParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificWebSearchParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveSpecificWebSearchPreviewParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveTextVerbosity;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveToolChoiceEnum;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveToolChoiceValueEnum;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveToolSearchToolInputParam;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveTransportCallError;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.LiveWebSearchToolInputParam;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.MemoryCommandToolCall;Preview API. preview_tool;
 class;com.azure.ai.agents.models.MemoryCommandToolCallOutput;Preview API. preview_tool;
 class;com.azure.ai.agents.models.MemoryItem;Preview API. MemoryStores=V1Preview;
@@ -70,6 +190,7 @@ class;com.azure.ai.agents.models.MicrosoftCopilotToolsetConfiguration;Preview AP
 class;com.azure.ai.agents.models.MicrosoftCopilotToolsetDefaultConfiguration;Preview API. MicrosoftCopilot=V1Preview;
 class;com.azure.ai.agents.models.MicrosoftCopilotToolsetPreview;Preview API. MicrosoftCopilot=V1Preview;
 class;com.azure.ai.agents.models.MicrosoftFabricPreviewTool;Preview API. preview_tool;
+class;com.azure.ai.agents.models.ModelIdsLive;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.ModelRouterAttempt;Preview API. ModelRouterControls=V1Preview;
 class;com.azure.ai.agents.models.ModelRouterAttemptError;Preview API. ModelRouterControls=V1Preview;
 class;com.azure.ai.agents.models.ModelRouterAttemptResult;Preview API. ModelRouterControls=V1Preview;
@@ -80,7 +201,6 @@ class;com.azure.ai.agents.models.ModelSelectionDetails;Preview API. ModelRouterC
 class;com.azure.ai.agents.models.ProceduralMemoryItem;Preview API. MemoryStores=V1Preview;
 field;com.azure.ai.agents.models.PromptAgentDefinition;Preview API. GitHubCopilot=V1Preview, MicrosoftCopilot=V1Preview;harness
 field;com.azure.ai.agents.models.PromptAgentDefinition;Preview API. Skills=V1Preview;skills
-class;com.azure.ai.agents.models.PstnTelephonyTransferDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.RealtimeAudioFormat;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.RealtimeAudioFormatType;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.RealtimeClientEvent;Preview API. VoiceAgents=V1Preview;
@@ -188,7 +308,6 @@ class;com.azure.ai.agents.models.RealtimeSessionAudioOutput;Preview API. VoiceAg
 class;com.azure.ai.agents.models.RealtimeSessionConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.RealtimeSessionConfigurationBase;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.RealtimeSessionCreatedEvent;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.RealtimeSessionCreateRequestGAAudioOutputVoice;Preview API.;
 class;com.azure.ai.agents.models.RealtimeSessionTracingConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.RealtimeSessionType;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.RealtimeSessionUpdatedEvent;Preview API. VoiceAgents=V1Preview;
@@ -214,18 +333,18 @@ class;com.azure.ai.agents.models.SharepointGroundingToolParameters;Preview API.
 class;com.azure.ai.agents.models.SharepointPreviewTool;Preview API. preview_tool;
 class;com.azure.ai.agents.models.SipTelephonyBinding;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.SipTelephonyBindingListItem;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.SipTelephonyTransferDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.SkillReference;Preview API. Skills=V1Preview;
 class;com.azure.ai.agents.models.TeamsPhoneExtensibilityTelephonyBinding;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TeamsPhoneExtensibilityTelephonyBindingListItem;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.TeamsTelephonyTransferDestination;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyAddress;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyAddressType;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyBinding;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyBindingListItem;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.TelephonyBindingStatus;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyCallDurationBasis;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyCallEndReason;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyCallJob;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyCallJobCancellation;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCallJobCreate;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyCallJobSchedule;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyCallJobStatus;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyCallJobTerminalReason;Preview API. VoiceAgents=V1Preview;
@@ -243,14 +362,27 @@ class;com.azure.ai.agents.models.TelephonyCallTiming;Preview API. VoiceAgents=V1
 class;com.azure.ai.agents.models.TelephonyCallTrace;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyCallTraceMode;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyCallTraceStatus;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.TelephonyOutboundDestination;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.TelephonyOutboundDestinationType;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.TelephonyOutboundFixedIntervalRetryPolicy;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaign;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignAtTimeSchedule;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignImmediateSchedule;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignOperation;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignOperationKind;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignPageTelephonyCampaign;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignPerRecipientSchedule;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignProgress;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignSchedule;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignScheduleType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignStatus;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignValidationError;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyCampaignValidationErrorPage;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyFixedIntervalRetryPolicy;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyOutboundRetryPolicy;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyOutboundRetryPolicyType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyPhoneNumber;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyProvider;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.TelephonyTransferDestination;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.TelephonyTransferDestinationKind;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyRecipient;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonySipAddress;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.TelephonyTeamsAddress;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyTransferTarget;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.TelephonyTransferTargets;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.ToolboxSearchPreviewToolboxTool;Preview API. preview_tool;
@@ -282,10 +414,24 @@ class;com.azure.ai.agents.models.VoiceAgentAvatarVideoResolution;Preview API. Vo
 class;com.azure.ai.agents.models.VoiceAgentAzureSemanticVadEnglishTurnDetection;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentAzureSemanticVadMultilingualTurnDetection;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentAzureSemanticVadTurnDetection;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentBaseDefinition;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentClientEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentClientEventSessionUpdate;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentClientEventTypeExtension;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentCollectDtmfStartArguments;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentCollectDtmfSystemTool;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentCollectionStartArguments;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentCollectSmsStartArguments;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentCollectSmsSystemTool;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentConversationItemTypeExtension;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentDefinition;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentDelegateSubagentConfiguration;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentDigitRecognitionSystemTool;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentDtmfCompletionMode;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentDtmfFixedLengthCompletionMode;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentDtmfInterDigitSilenceCompletionMode;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentDtmfTerminator;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentDtmfTerminatorCompletionMode;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentEchoCancellation;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentEchoCancellationReferenceSource;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentEndConversationSystemTool;Preview API. VoiceAgents=V1Preview;
@@ -295,6 +441,7 @@ class;com.azure.ai.agents.models.VoiceAgentEndOfUtteranceThresholdLevel;Preview
 class;com.azure.ai.agents.models.VoiceAgentEventGridPostCallDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentFunctionTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentGreetingConfiguration;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentGreetingMode;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentHandoffAbortReason;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentHandoffCondition;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentHandoffEdgeState;Preview API. VoiceAgents=V1Preview;
@@ -307,10 +454,36 @@ class;com.azure.ai.agents.models.VoiceAgentHandoffState;Preview API. VoiceAgents
 class;com.azure.ai.agents.models.VoiceAgentHandoffTargetResponse;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentHandoffVoiceAdaptation;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentInlineSubagentConfiguration;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentInputCollectionChannel;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentInputCollectionStatus;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentInputCollectionStatusEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentInputTranscription;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentInputTranscriptionModel;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentInterimResponseConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentInterimResponseTrigger;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentInterimResponseType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLanguageDetectionArguments;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLanguageDetectionSystemTool;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveClientDelegation;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveClientDelegationConversationItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveConversation;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveConversationItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveConversationItemType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveDefinition;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveDelegation;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveDelegationConversationItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveDelegationItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveDelegationResultItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveDelegationStatus;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveDelegationTarget;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveDelegationType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveFoundryManagedAgentDelegationItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveInputConversationItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveManagedAgentDelegation;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveOutputConversationItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveResponsesDelegation;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveResponsesDelegationConversationItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentLiveSessionResource;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentLlmGeneratedGreetingConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentLlmInterimResponseConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentMaxOutputTokens;Preview API. VoiceAgents=V1Preview;
@@ -335,9 +508,12 @@ class;com.azure.ai.agents.models.VoiceAgentResponseVideoDeltaEvent;Preview API.
 class;com.azure.ai.agents.models.VoiceAgentRoutinePostCallDestination;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRtcCallErrorDetails;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRtcCallErrorEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentRtcCallErrorType;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRtcCallSdpCreatedEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentRtcCallSdpCreateEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSemanticVadTurnDetection;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSendDtmfSystemTool;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSendSmsSystemTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentServerEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentServerEventTypeExtension;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentServerVadTurnDetection;Preview API. VoiceAgents=V1Preview;
@@ -350,7 +526,6 @@ class;com.azure.ai.agents.models.VoiceAgentSessionHandoffAbortedEvent;Preview AP
 class;com.azure.ai.agents.models.VoiceAgentSessionHandoffCompletedEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionHandoffStartedEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionIncludeOption;Preview API. VoiceAgents=V1Preview;
-class;com.azure.ai.agents.models.VoiceAgentSessionResponse;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionResponseConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionSubagentAbortedEvent;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSessionSubagentCompletedEvent;Preview API. VoiceAgents=V1Preview;
@@ -368,15 +543,28 @@ class;com.azure.ai.agents.models.VoiceAgentSubagentAbortReason;Preview API. Voic
 class;com.azure.ai.agents.models.VoiceAgentSubagentConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSubagentResponsePolicy;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSubagentType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSubProtocol;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSystemTool;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSystemToolArgumentsDeltaEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSystemToolArgumentsDoneEvent;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSystemToolItem;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentSystemToolItemObjectType;Preview API.;
+class;com.azure.ai.agents.models.VoiceAgentSystemToolItemStatus;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentSystemToolName;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTemplateGreetingConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentToolboxTool;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentToolChoice;Preview API.;
 class;com.azure.ai.agents.models.VoiceAgentToolResponseScheduling;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentToolType;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTranscriptionPhrase;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTranscriptionWord;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentTransferDestination;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentTransferDestinationType;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentTransferRouting;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentTransferStrategy;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentTransferSystemTool;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceAgentTransferTarget;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTransport;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTurnDetectionConfiguration;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceAgentTurnDetectionType;Preview API. VoiceAgents=V1Preview;
@@ -390,6 +578,7 @@ class;com.azure.ai.agents.models.VoiceAudioItem;Preview API. VoiceAgents=V1Previ
 class;com.azure.ai.agents.models.VoiceAudioRole;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceConversation;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceConversationEngine;Preview API. VoiceAgents=V1Preview;
+class;com.azure.ai.agents.models.VoiceConversationEngineType;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceConversationStatus;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceGeneratedAudioItem;Preview API. VoiceAgents=V1Preview;
 class;com.azure.ai.agents.models.VoiceHostedAgentConversationEngine;Preview API. VoiceAgents=V1Preview;
diff --git a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
index 57424e208ffcb..50e69de2bae42 100644
--- a/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
+++ b/sdk/ai/azure-ai-agents/customizations/src/main/java/AgentsCustomizations.java
@@ -39,6 +39,7 @@ public void customize(LibraryCustomization libraryCustomization, Logger logger)
         renameImageGenToolSize(libraryCustomization, logger);
         modifyPollingStrategies(libraryCustomization, logger);
         customizeOptimizationPollingStrategies(libraryCustomization, logger);
+        customizeCampaignPollingStrategies(libraryCustomization, logger);
         stopPagingWhenHasMoreIsFalse(libraryCustomization, logger);
         internalizeUnusedFunctionToolType(libraryCustomization, logger);
         deprecateLegacyBrowserAutomationTools(libraryCustomization);
@@ -171,15 +172,15 @@ private <T extends Node & NodeWithAnnotations<T> & NodeWithJavadoc<T>> void depr
 
     private void internalizeUnusedFunctionToolType(LibraryCustomization customization, Logger logger) {
         ClassCustomization enumCustomization = customization.getPackage(MODELS_PACKAGE).listClasses().stream()
-            .filter(clazz -> "ToolFunctionToolType1".equals(clazz.getClassName()))
+            .filter(clazz -> "ToolFunctionToolType3".equals(clazz.getClassName()))
             .findFirst()
             .orElse(null);
         if (enumCustomization == null) {
-            logger.info("ToolFunctionToolType1 is not generated; no enum visibility change is needed.");
+            logger.info("ToolFunctionToolType3 is not generated; no enum visibility change is needed.");
             return;
         }
-        enumCustomization.customizeAst(ast -> ast.getEnumByName("ToolFunctionToolType1")
-            .orElseThrow(() -> new IllegalStateException("ToolFunctionToolType1 was not generated"))
+        enumCustomization.customizeAst(ast -> ast.getEnumByName("ToolFunctionToolType3")
+            .orElseThrow(() -> new IllegalStateException("ToolFunctionToolType3 was not generated"))
             .removeModifier(Modifier.Keyword.PUBLIC));
     }
 
@@ -194,24 +195,26 @@ private void protectPolymorphicBaseConstructors(LibraryCustomization customizati
         List<String> classNames = Arrays.asList("AgentHarness", "AgentOptimizationConfigurationBase",
             "AgentOptimizationEvaluationSet", "AgentOptimizationTargetCompletionDataSource",
             "AgentOptimizationTargetConfiguration", "AgentOptimizationUserConversationSimulationDataSource",
-            "CreateTelephonyBindingInput", "EvaluationVoiceModelConfiguration", "OptimizationContext",
+            "EvaluationVoiceModelConfiguration", "OptimizationContext",
             "MemoryItem", "MemoryStoreDefinition",
-            "RealtimeAudioFormat", "RealtimeClientEvent", "RealtimeConversationItem",
-            "RealtimeConversationItemMessage", "RealtimeResponseInputMessage", "RealtimeMcpError",
-            "RealtimeSessionConfigurationBase",
-            "RealtimeTurnDetection", "TelephonyOutboundRetryPolicy", "TelephonyTransferDestination",
-            "UserConversationSimulationInterruptionConfiguration", "VoiceAgentGreetingConfiguration",
+            "RealtimeClientEvent", "RealtimeConversationItem",
+            "RealtimeConversationItemMessage", "RealtimeResponseInputMessage",
+            "TelephonyAddress", "TelephonyBinding", "TelephonyCampaignSchedule",
+            "TelephonyOutboundRetryPolicy",
+            "UserConversationSimulationInterruptionConfiguration", "VoiceAgentBaseDefinition",
+            "VoiceAgentGreetingConfiguration",
             "VoiceAgentPostCallDestination",
-            "VoiceAgentInterimResponseConfiguration", "VoiceAgentSystemTool", "VoiceAgentTool",
+            "VoiceAgentInterimResponseConfiguration", "VoiceAgentLiveDelegation", "VoiceAgentSystemTool", "VoiceAgentTool",
             "VoiceAgentSubagentConfiguration", "VoiceAgentTurnDetectionConfiguration", "VoiceConversationEngine");
 
         for (String className : classNames) {
             ClassCustomization classCustomization = customization.getClass(MODELS_PACKAGE, className);
-            classCustomization.customizeAst(ast -> ast.getClassByName(className).ifPresent(clazz -> clazz
+            classCustomization.customizeAst(ast -> ast.getClassByName(className)
+                .orElseThrow(() -> new IllegalStateException(className + " was not generated"))
                 .getConstructors()
                 .stream()
                 .filter(constructor -> constructor.isPublic())
-                .forEach(constructor -> constructor.setModifiers(Modifier.Keyword.PROTECTED))));
+                .forEach(constructor -> constructor.setModifiers(Modifier.Keyword.PROTECTED)));
         }
     }
 
@@ -228,44 +231,6 @@ private void applyUnionTypeWrappers(LibraryCustomization customization, Logger l
         List<String[]> allowedTools
             = Arrays.asList(stringListUnionVariant("the list of tool name strings to set"),
                 modelUnionVariant("McpToolFilter", "the {@link McpToolFilter} to set"));
-        List<String[]> tracing = Arrays.asList(stringUnionVariant("the tracing mode string to set"),
-            modelUnionVariant("RealtimeSessionTracingConfiguration",
-                "the {@link RealtimeSessionTracingConfiguration} configuration to set"));
-        List<String[]> truncation = Arrays.asList(stringUnionVariant("the truncation mode string to set"),
-            openAiDirectUnionVariant("com.openai.models.realtime.RealtimeTruncationRetentionRatio",
-                "RealtimeTruncationRetentionRatio",
-                "the openai-java {@link RealtimeTruncationRetentionRatio} configuration to set",
-                "an openai-java {@link RealtimeTruncationRetentionRatio}, or {@code null} when it is not set or"
-                    + " holds another variant",
-                "json.startsWith(\"{\")"));
-        List<String[]> voice = Arrays.asList(
-            stringEnumUnionVariant("VoiceIds", "the {@link VoiceIds} built-in voice to set"),
-            modelUnionVariant("RealtimeSessionCreateRequestGAAudioOutputVoice",
-                "the {@link RealtimeSessionCreateRequestGAAudioOutputVoice} custom voice to set"));
-        List<String[]> transcriptionUsage = Arrays.asList(
-            discriminatedModelUnionVariant("TranscriptTextUsageTokens", "TranscriptTextUsage",
-                "the {@link TranscriptTextUsageTokens} usage to set"),
-            discriminatedModelUnionVariant("TranscriptTextUsageDuration", "TranscriptTextUsage",
-                "the {@link TranscriptTextUsageDuration} usage to set"));
-        List<String[]> voiceAgentSessionResponse = Arrays.<String[]>asList(
-            modelUnionVariant("VoiceAgentSessionResponseConfiguration",
-                "the {@link VoiceAgentSessionResponseConfiguration} session to set"));
-
-        customizeImmutableUnionProperty(customization,
-            "RealtimeConversationItemInputAudioTranscriptionCompletedEvent", "usage",
-            "Usage statistics for the transcription.", transcriptionUsage, logger);
-        customizeImmutableUnionProperty(customization, "RealtimeSessionCreatedEvent", "session",
-            "The session configuration.", voiceAgentSessionResponse, logger);
-        customizeImmutableUnionProperty(customization, "RealtimeSessionUpdatedEvent", "session",
-            "The session configuration.", voiceAgentSessionResponse, logger);
-
-        customizeUnionProperty(customization, "RealtimeSessionConfiguration", "tracing", "Tracing configuration.",
-            tracing, true, false, logger);
-        customizeUnionProperty(customization, "RealtimeSessionConfiguration", "truncation",
-            "The truncation policy for the session.", truncation, true, false, logger);
-        customizeUnionProperty(customization, "RealtimeSessionAudioOutput", "voice",
-            "The built-in or custom voice used for audio output.", voice, true, false, logger);
-
         customizeUnionProperty(customization, "VoiceAgentMcpTool", "allowedTools", "The allowed_tools property.",
             allowedTools, true, false, logger);
         customizeUnionProperty(customization, "VoiceAgentMcpTool", "requireApproval",
@@ -752,6 +717,56 @@ private void customizeOptimizationPollingStrategies(LibraryCustomization customi
         });
     }
 
+    private void customizeCampaignPollingStrategies(LibraryCustomization customization, Logger logger) {
+        customization.getClass("com.azure.ai.agents.implementation", "BetaVoiceAgentsTelephoniesImpl").customizeAst(ast -> {
+            ClassOrInterfaceDeclaration clazz = ast.getClassByName("BetaVoiceAgentsTelephoniesImpl")
+                .orElseThrow(() -> new IllegalStateException("BetaVoiceAgentsTelephoniesImpl was not generated."));
+            customizeCampaignPollingStrategies(clazz);
+            logger.info("Customized twelve campaign polling strategies.");
+        });
+    }
+
+    private static void customizeCampaignPollingStrategies(ClassOrInterfaceDeclaration clazz) {
+        String[] prefixes = { "beginCreateCampaign", "beginCancelCampaign", "beginDeleteCampaign" };
+        int[] counts = new int[prefixes.length];
+        for (MethodDeclaration method : clazz.getMethods()) {
+            for (int i = 0; i < prefixes.length; i++) {
+                if (!method.getNameAsString().startsWith(prefixes[i])) {
+                    continue;
+                }
+                boolean async = method.getNameAsString().endsWith("Async");
+                String originalType = async ? "DefaultPollingStrategy" : "SyncDefaultPollingStrategy";
+                String replacementType
+                    = async ? "CampaignOperationLocationPollingStrategy" : "SyncCampaignOperationLocationPollingStrategy";
+                List<ObjectCreationExpr> strategies = method.findAll(ObjectCreationExpr.class);
+                strategies.removeIf(creation -> !originalType.equals(creation.getType().getNameAsString())
+                    && !replacementType.equals(creation.getType().getNameAsString()));
+                if (strategies.size() != 1) {
+                    throw new IllegalStateException("Expected one campaign polling strategy in "
+                        + method.getNameAsString() + " but found " + strategies.size() + ".");
+                }
+                ObjectCreationExpr creation = strategies.get(0);
+                int expectedArguments = originalType.equals(creation.getType().getNameAsString()) ? 1 : 2;
+                if (creation.getArguments().size() != expectedArguments) {
+                    throw new IllegalStateException("Unexpected campaign polling strategy arguments in "
+                        + method.getNameAsString() + ".");
+                }
+                creation.setType(StaticJavaParser.parseClassOrInterfaceType(
+                    "com.azure.ai.agents.implementation." + replacementType + "<>"));
+                creation.setArguments(NodeList.nodeList(creation.getArgument(0).clone(),
+                    StaticJavaParser.parseExpression("finalRequestOptions -> this.getCampaignWithResponse"
+                        + (async ? "Async" : "") + "(agentName, campaignName, finalRequestOptions)")));
+                counts[i]++;
+            }
+        }
+        for (int i = 0; i < prefixes.length; i++) {
+            if (counts[i] != 4) {
+                throw new IllegalStateException("Expected four campaign polling strategies for " + prefixes[i]
+                    + " but customized " + counts[i] + ".");
+            }
+        }
+    }
+
     private void annotateBetaClients(LibraryCustomization customization, Logger logger) {
         customization.getPackage("com.azure.ai.agents")
             .listClasses()
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
index c31bb48920f9a..a9753e6bae0e5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
@@ -67,12 +67,14 @@
 @ServiceClientBuilder(
     serviceClients = {
         BetaVoiceAgentsConversationsClient.class,
+        BetaVoiceAgentsLiveConversationsClient.class,
         BetaVoiceAgentsTelephonyClient.class,
         BetaMemoryStoresClient.class,
         BetaAgentsClient.class,
         AgentsClient.class,
         ToolboxesClient.class,
         BetaVoiceAgentsConversationsAsyncClient.class,
+        BetaVoiceAgentsLiveConversationsAsyncClient.class,
         BetaVoiceAgentsTelephonyAsyncClient.class,
         BetaMemoryStoresAsyncClient.class,
         BetaAgentsAsyncClient.class,
@@ -601,7 +603,8 @@ private GenAiInstrumentation createInstrumentation(com.azure.core.util.tracing.T
      * when you want to build a client whose type is prefixed with {@code Beta}, such as {@link BetaAgentsClient},
      * {@link BetaAgentsAsyncClient}, {@link BetaMemoryStoresClient}, {@link BetaMemoryStoresAsyncClient},
      * {@link BetaVoiceAgentsTelephonyClient}, {@link BetaVoiceAgentsTelephonyAsyncClient},
-     * {@link BetaVoiceAgentsConversationsClient}, or {@link BetaVoiceAgentsConversationsAsyncClient}.
+     * {@link BetaVoiceAgentsConversationsClient}, {@link BetaVoiceAgentsConversationsAsyncClient},
+     * {@link BetaVoiceAgentsLiveConversationsClient}, or {@link BetaVoiceAgentsLiveConversationsAsyncClient}.
      * <p>
      * Clients created by this sub-builder automatically opt in to the preview service area they target by adding the
      * required {@code Foundry-Features} header. Calling {@link #allowPreview(boolean)} is not required for these
@@ -629,11 +632,13 @@ public BetaAgentsClientBuilder beta() {
             BetaVoiceAgentWebSocketClient.class,
             BetaVoiceAgentsTelephonyClient.class,
             BetaVoiceAgentsConversationsClient.class,
+            BetaVoiceAgentsLiveConversationsClient.class,
             BetaAgentsAsyncClient.class,
             BetaMemoryStoresAsyncClient.class,
             BetaVoiceAgentWebSocketAsyncClient.class,
             BetaVoiceAgentsTelephonyAsyncClient.class,
-            BetaVoiceAgentsConversationsAsyncClient.class })
+            BetaVoiceAgentsConversationsAsyncClient.class,
+            BetaVoiceAgentsLiveConversationsAsyncClient.class })
     public final class BetaAgentsClientBuilder {
 
         /**
@@ -705,6 +710,20 @@ public BetaVoiceAgentsConversationsAsyncClient buildBetaVoiceAgentsConversations
                 buildInnerClient(VOICE_AGENTS_PREVIEW_FEATURES).getBetaVoiceAgentsConversations());
         }
 
+        /**
+         * Builds an asynchronous beta client for persisted Live voice-agent conversations.
+         * <p>
+         * Uses the enclosing builder's configuration and automatically adds the voice-agent
+         * {@code Foundry-Features} header. {@link AgentsClientBuilder#allowPreview(boolean)} is not required.
+         *
+         * @return an instance of BetaVoiceAgentsLiveConversationsAsyncClient.
+         */
+        @Beta
+        public BetaVoiceAgentsLiveConversationsAsyncClient buildBetaVoiceAgentsLiveConversationsAsyncClient() {
+            return new BetaVoiceAgentsLiveConversationsAsyncClient(
+                buildInnerClient(VOICE_AGENTS_PREVIEW_FEATURES).getBetaVoiceAgentsLiveConversations());
+        }
+
         /**
          * Builds a synchronous beta Agents client for preview agent generation operations.
          * <p>
@@ -798,6 +817,20 @@ public BetaVoiceAgentsConversationsClient buildBetaVoiceAgentsConversationsClien
             return new BetaVoiceAgentsConversationsClient(
                 buildInnerClient(VOICE_AGENTS_PREVIEW_FEATURES).getBetaVoiceAgentsConversations());
         }
+
+        /**
+         * Builds a synchronous beta client for persisted Live voice-agent conversations.
+         * <p>
+         * Uses the enclosing builder's configuration and automatically adds the voice-agent
+         * {@code Foundry-Features} header. {@link AgentsClientBuilder#allowPreview(boolean)} is not required.
+         *
+         * @return an instance of BetaVoiceAgentsLiveConversationsClient.
+         */
+        @Beta
+        public BetaVoiceAgentsLiveConversationsClient buildBetaVoiceAgentsLiveConversationsClient() {
+            return new BetaVoiceAgentsLiveConversationsClient(
+                buildInnerClient(VOICE_AGENTS_PREVIEW_FEATURES).getBetaVoiceAgentsLiveConversations());
+        }
     }
 
     /**
@@ -961,4 +994,23 @@ private BetaVoiceAgentWebSocketAsyncClient buildBetaVoiceAgentWebSocketAsyncClie
     private BetaVoiceAgentWebSocketClient buildBetaVoiceAgentWebSocketClient() {
         return new BetaVoiceAgentWebSocketClient(createVoiceAgentWebSocketConfiguration());
     }
+
+    /**
+     * Builds an instance of BetaVoiceAgentsLiveConversationsAsyncClient class.
+     *
+     * @return an instance of BetaVoiceAgentsLiveConversationsAsyncClient.
+     */
+    private BetaVoiceAgentsLiveConversationsAsyncClient buildBetaVoiceAgentsLiveConversationsAsyncClient() {
+        return new BetaVoiceAgentsLiveConversationsAsyncClient(
+            buildInnerClient().getBetaVoiceAgentsLiveConversations());
+    }
+
+    /**
+     * Builds an instance of BetaVoiceAgentsLiveConversationsClient class.
+     *
+     * @return an instance of BetaVoiceAgentsLiveConversationsClient.
+     */
+    private BetaVoiceAgentsLiveConversationsClient buildBetaVoiceAgentsLiveConversationsClient() {
+        return new BetaVoiceAgentsLiveConversationsClient(buildInnerClient().getBetaVoiceAgentsLiveConversations());
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsAsyncClient.java
index bc75a56e04d7e..8db5fa3154fef 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsAsyncClient.java
@@ -304,7 +304,7 @@ public Mono<Response<Void>> deleteAgentConversationWithResponse(String agentName
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -342,7 +342,6 @@ public Mono<Response<Void>> deleteAgentConversationWithResponse(String agentName
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -394,7 +393,7 @@ public PagedFlux<BinaryData> listAgentConversationResponses(String agentName, St
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -432,7 +431,6 @@ public PagedFlux<BinaryData> listAgentConversationResponses(String agentName, St
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -496,7 +494,7 @@ public Mono<Response<BinaryData>> getAgentConversationResponseWithResponse(Strin
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -550,7 +548,7 @@ public PagedFlux<BinaryData> listAgentConversationResponseItems(String agentName
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -584,7 +582,7 @@ public PagedFlux<BinaryData> listAgentConversationItems(String agentName, String
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -802,8 +800,8 @@ public Mono<Response<BinaryData>> downloadAgentConversationGeneratedAudioItemWit
      *     sample_rate: int (Required)
      *     channels: int (Required)
      *     channel_layout (Required): {
-     *         left: String (Required)
-     *         right: String (Required)
+     *         left: String(user/agent) (Required)
+     *         right: String(user/agent) (Required)
      *     }
      *     duration_ms: long (Required)
      *     blob_uri: String (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsClient.java
index 7de634da1209e..37d5fbc78521a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsConversationsClient.java
@@ -298,7 +298,7 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -336,7 +336,6 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -388,7 +387,7 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -426,7 +425,6 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String agentName
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -490,7 +488,7 @@ public Response<BinaryData> getAgentConversationResponseWithResponse(String agen
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -544,7 +542,7 @@ public PagedIterable<BinaryData> listAgentConversationResponseItems(String agent
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -578,7 +576,7 @@ public PagedIterable<BinaryData> listAgentConversationItems(String agentName, St
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -795,8 +793,8 @@ public Response<BinaryData> downloadAgentConversationGeneratedAudioItemWithRespo
      *     sample_rate: int (Required)
      *     channels: int (Required)
      *     channel_layout (Required): {
-     *         left: String (Required)
-     *         right: String (Required)
+     *         left: String(user/agent) (Required)
+     *         right: String(user/agent) (Required)
      *     }
      *     duration_ms: long (Required)
      *     blob_uri: String (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveConversationsAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveConversationsAsyncClient.java
new file mode 100644
index 0000000000000..282dfbfa1aaa1
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveConversationsAsyncClient.java
@@ -0,0 +1,855 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.implementation.BetaVoiceAgentsLiveConversationsImpl;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.ai.agents.models.PageOrder;
+import com.azure.ai.agents.models.VoiceAgentLiveConversation;
+import com.azure.ai.agents.models.VoiceAgentLiveConversationItem;
+import com.azure.ai.agents.models.VoiceAudioItem;
+import com.azure.ai.agents.models.VoiceRecording;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.ReturnType;
+import com.azure.core.annotation.ServiceClient;
+import com.azure.core.annotation.ServiceMethod;
+import com.azure.core.exception.ClientAuthenticationException;
+import com.azure.core.exception.HttpResponseException;
+import com.azure.core.exception.ResourceModifiedException;
+import com.azure.core.exception.ResourceNotFoundException;
+import com.azure.core.http.rest.PagedFlux;
+import com.azure.core.http.rest.PagedResponse;
+import com.azure.core.http.rest.PagedResponseBase;
+import com.azure.core.http.rest.RequestOptions;
+import com.azure.core.http.rest.Response;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.FluxUtil;
+import java.util.stream.Collectors;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+
+/**
+ * Initializes a new instance of the asynchronous AgentsClient type.
+ */
+@ServiceClient(builder = AgentsClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
+public final class BetaVoiceAgentsLiveConversationsAsyncClient {
+
+    @Generated
+    private final BetaVoiceAgentsLiveConversationsImpl serviceClient;
+
+    /**
+     * Initializes an instance of BetaVoiceAgentsLiveConversationsAsyncClient class.
+     *
+     * @param serviceClient the service client implementation.
+     */
+    @Generated
+    BetaVoiceAgentsLiveConversationsAsyncClient(BetaVoiceAgentsLiveConversationsImpl serviceClient) {
+        this.serviceClient = serviceClient;
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listAgentConversations(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.listAgentConversationsAsync(agentName, requestOptions);
+    }
+
+    /**
+     * Get a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately. Returns 404 if absent or not stored.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately along with {@link Response} on successful completion of
+     * {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getAgentConversationWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.getAgentConversationWithResponseAsync(agentName, conversationId, requestOptions);
+    }
+
+    /**
+     * Delete a Live voice agent conversation
+     *
+     * Deletes the stored conversation and its items/audio, without closing the Live session.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> deleteAgentConversationWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.deleteAgentConversationWithResponseAsync(agentName, conversationId, requestOptions);
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listAgentConversationItems(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.listAgentConversationItemsAsync(agentName, conversationId, requestOptions);
+    }
+
+    /**
+     * Get a Live voice agent conversation item
+     *
+     * Gets a stored item by ID. Returns 404 if the item or conversation is absent.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live voice agent conversation item
+     *
+     * Gets a stored item by ID along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getAgentConversationItemWithResponse(String agentName, String conversationId,
+        String itemId, RequestOptions requestOptions) {
+        return this.serviceClient.getAgentConversationItemWithResponseAsync(agentName, conversationId, itemId,
+            requestOptions);
+    }
+
+    /**
+     * Get a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata. BYOS uses unsigned blob_uri. Returns 404 for missing audio, conversations
+     * not stored, or delegation items.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     conversation_id: String (Required)
+     *     item_id: String (Required)
+     *     role: String(user/agent) (Optional)
+     *     format: String(wav) (Optional)
+     *     codec: String(pcm16/pcmu/pcma) (Optional)
+     *     sample_rate: Integer (Optional)
+     *     channels: Integer (Optional)
+     *     start_offset_ms: Long (Optional)
+     *     duration_ms: Long (Optional)
+     *     blob_uri: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getAgentConversationAudioItemWithResponse(String agentName, String conversationId,
+        String itemId, RequestOptions requestOptions) {
+        return this.serviceClient.getAgentConversationAudioItemWithResponseAsync(agentName, conversationId, itemId,
+            requestOptions);
+    }
+
+    /**
+     * Stream a Live conversation item's audio
+     *
+     * Streams captured speech as WAV. BYOS returns 409; use blob_uri. Returns 404 for missing audio, conversations not
+     * stored, or delegation items.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> downloadAgentConversationAudioItemWithResponse(String agentName,
+        String conversationId, String itemId, RequestOptions requestOptions) {
+        return this.serviceClient.downloadAgentConversationAudioItemWithResponseAsync(agentName, conversationId, itemId,
+            requestOptions);
+    }
+
+    /**
+     * Get a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right). BYOS uses unsigned blob_uri. Returns 404 for
+     * no audio, or 409 recording_not_ready/recording_unavailable for pending/failed finalization; pending responses may
+     * include Retry-After.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     conversation_id: String (Required)
+     *     format: String(wav) (Required)
+     *     sample_rate: int (Required)
+     *     channels: int (Required)
+     *     channel_layout (Required): {
+     *         left: String(user/agent) (Required)
+     *         right: String(user/agent) (Required)
+     *     }
+     *     duration_ms: long (Required)
+     *     blob_uri: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right) along with {@link Response} on successful
+     * completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getAgentConversationAudioWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.getAgentConversationAudioWithResponseAsync(agentName, conversationId, requestOptions);
+    }
+
+    /**
+     * Stream a Live conversation's merged recording
+     *
+     * Streams the merged stereo WAV. BYOS returns 409; use blob_uri. Returns 404 for no audio, or 409
+     * recording_not_ready/recording_unavailable for pending/failed finalization.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> downloadAgentConversationAudioWithResponse(String agentName,
+        String conversationId, RequestOptions requestOptions) {
+        return this.serviceClient.downloadAgentConversationAudioWithResponseAsync(agentName, conversationId,
+            requestOptions);
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<VoiceAgentLiveConversation> listAgentConversations(String agentName, Integer limit,
+        PageOrder order, String after, String before) {
+        // Generated convenience method for listAgentConversations
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        PagedFlux<BinaryData> pagedFluxResponse
+            = serviceClient.listAgentConversationsAsync(after, agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, VoiceAgentLiveConversation>(
+                pagedResponse.getRequest(), pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(VoiceAgentLiveConversation.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<VoiceAgentLiveConversation> listAgentConversations(String agentName) {
+        // Generated convenience method for listAgentConversations
+        RequestOptions requestOptions = new RequestOptions();
+        PagedFlux<BinaryData> pagedFluxResponse
+            = serviceClient.listAgentConversationsAsync(null, agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, VoiceAgentLiveConversation>(
+                pagedResponse.getRequest(), pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(VoiceAgentLiveConversation.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * Get a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately. Returns 404 if absent or not stored.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<VoiceAgentLiveConversation> getAgentConversation(String agentName, String conversationId) {
+        // Generated convenience method for getAgentConversationWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getAgentConversationWithResponse(agentName, conversationId, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(VoiceAgentLiveConversation.class));
+    }
+
+    /**
+     * Delete a Live voice agent conversation
+     *
+     * Deletes the stored conversation and its items/audio, without closing the Live session.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Void> deleteAgentConversation(String agentName, String conversationId) {
+        // Generated convenience method for deleteAgentConversationWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return deleteAgentConversationWithResponse(agentName, conversationId, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<VoiceAgentLiveConversationItem> listAgentConversationItems(String agentName, String conversationId,
+        Integer limit, PageOrder order, String after, String before) {
+        // Generated convenience method for listAgentConversationItems
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        PagedFlux<BinaryData> pagedFluxResponse
+            = serviceClient.listAgentConversationItemsAsync(after, agentName, conversationId, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, VoiceAgentLiveConversationItem>(
+                pagedResponse.getRequest(), pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(VoiceAgentLiveConversationItem.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<VoiceAgentLiveConversationItem> listAgentConversationItems(String agentName,
+        String conversationId) {
+        // Generated convenience method for listAgentConversationItems
+        RequestOptions requestOptions = new RequestOptions();
+        PagedFlux<BinaryData> pagedFluxResponse
+            = serviceClient.listAgentConversationItemsAsync(null, agentName, conversationId, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, VoiceAgentLiveConversationItem>(
+                pagedResponse.getRequest(), pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(VoiceAgentLiveConversationItem.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * Get a Live voice agent conversation item
+     *
+     * Gets a stored item by ID. Returns 404 if the item or conversation is absent.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a Live voice agent conversation item
+     *
+     * Gets a stored item by ID on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<VoiceAgentLiveConversationItem> getAgentConversationItem(String agentName, String conversationId,
+        String itemId) {
+        // Generated convenience method for getAgentConversationItemWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getAgentConversationItemWithResponse(agentName, conversationId, itemId, requestOptions)
+            .flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(VoiceAgentLiveConversationItem.class));
+    }
+
+    /**
+     * Get a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata. BYOS uses unsigned blob_uri. Returns 404 for missing audio, conversations
+     * not stored, or delegation items.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<VoiceAudioItem> getAgentConversationAudioItem(String agentName, String conversationId, String itemId) {
+        // Generated convenience method for getAgentConversationAudioItemWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getAgentConversationAudioItemWithResponse(agentName, conversationId, itemId, requestOptions)
+            .flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(VoiceAudioItem.class));
+    }
+
+    /**
+     * Stream a Live conversation item's audio
+     *
+     * Streams captured speech as WAV. BYOS returns 409; use blob_uri. Returns 404 for missing audio, conversations not
+     * stored, or delegation items.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<BinaryData> downloadAgentConversationAudioItem(String agentName, String conversationId, String itemId) {
+        // Generated convenience method for downloadAgentConversationAudioItemWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return downloadAgentConversationAudioItemWithResponse(agentName, conversationId, itemId, requestOptions)
+            .flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Get a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right). BYOS uses unsigned blob_uri. Returns 404 for
+     * no audio, or 409 recording_not_ready/recording_unavailable for pending/failed finalization; pending responses may
+     * include Retry-After.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right) on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<VoiceRecording> getAgentConversationAudio(String agentName, String conversationId) {
+        // Generated convenience method for getAgentConversationAudioWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getAgentConversationAudioWithResponse(agentName, conversationId, requestOptions)
+            .flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(VoiceRecording.class));
+    }
+
+    /**
+     * Stream a Live conversation's merged recording
+     *
+     * Streams the merged stereo WAV. BYOS returns 409; use blob_uri. Returns 404 for no audio, or 409
+     * recording_not_ready/recording_unavailable for pending/failed finalization.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response body on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<BinaryData> downloadAgentConversationAudio(String agentName, String conversationId) {
+        // Generated convenience method for downloadAgentConversationAudioWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return downloadAgentConversationAudioWithResponse(agentName, conversationId, requestOptions)
+            .flatMap(FluxUtil::toMono);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveConversationsClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveConversationsClient.java
new file mode 100644
index 0000000000000..3b0265f24eb64
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveConversationsClient.java
@@ -0,0 +1,765 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.implementation.BetaVoiceAgentsLiveConversationsImpl;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.ai.agents.models.PageOrder;
+import com.azure.ai.agents.models.VoiceAgentLiveConversation;
+import com.azure.ai.agents.models.VoiceAgentLiveConversationItem;
+import com.azure.ai.agents.models.VoiceAudioItem;
+import com.azure.ai.agents.models.VoiceRecording;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.ReturnType;
+import com.azure.core.annotation.ServiceClient;
+import com.azure.core.annotation.ServiceMethod;
+import com.azure.core.exception.ClientAuthenticationException;
+import com.azure.core.exception.HttpResponseException;
+import com.azure.core.exception.ResourceModifiedException;
+import com.azure.core.exception.ResourceNotFoundException;
+import com.azure.core.http.rest.PagedIterable;
+import com.azure.core.http.rest.RequestOptions;
+import com.azure.core.http.rest.Response;
+import com.azure.core.util.BinaryData;
+
+/**
+ * Initializes a new instance of the synchronous AgentsClient type.
+ */
+@ServiceClient(builder = AgentsClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
+public final class BetaVoiceAgentsLiveConversationsClient {
+
+    @Generated
+    private final BetaVoiceAgentsLiveConversationsImpl serviceClient;
+
+    /**
+     * Initializes an instance of BetaVoiceAgentsLiveConversationsClient class.
+     *
+     * @param serviceClient the service client implementation.
+     */
+    @Generated
+    BetaVoiceAgentsLiveConversationsClient(BetaVoiceAgentsLiveConversationsImpl serviceClient) {
+        this.serviceClient = serviceClient;
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listAgentConversations(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.listAgentConversations(agentName, requestOptions);
+    }
+
+    /**
+     * Get a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately. Returns 404 if absent or not stored.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAgentConversationWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.getAgentConversationWithResponse(agentName, conversationId, requestOptions);
+    }
+
+    /**
+     * Delete a Live voice agent conversation
+     *
+     * Deletes the stored conversation and its items/audio, without closing the Live session.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> deleteAgentConversationWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.deleteAgentConversationWithResponse(agentName, conversationId, requestOptions);
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listAgentConversationItems(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.listAgentConversationItems(agentName, conversationId, requestOptions);
+    }
+
+    /**
+     * Get a Live voice agent conversation item
+     *
+     * Gets a stored item by ID. Returns 404 if the item or conversation is absent.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live voice agent conversation item
+     *
+     * Gets a stored item by ID along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAgentConversationItemWithResponse(String agentName, String conversationId,
+        String itemId, RequestOptions requestOptions) {
+        return this.serviceClient.getAgentConversationItemWithResponse(agentName, conversationId, itemId,
+            requestOptions);
+    }
+
+    /**
+     * Get a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata. BYOS uses unsigned blob_uri. Returns 404 for missing audio, conversations
+     * not stored, or delegation items.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     conversation_id: String (Required)
+     *     item_id: String (Required)
+     *     role: String(user/agent) (Optional)
+     *     format: String(wav) (Optional)
+     *     codec: String(pcm16/pcmu/pcma) (Optional)
+     *     sample_rate: Integer (Optional)
+     *     channels: Integer (Optional)
+     *     start_offset_ms: Long (Optional)
+     *     duration_ms: Long (Optional)
+     *     blob_uri: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAgentConversationAudioItemWithResponse(String agentName, String conversationId,
+        String itemId, RequestOptions requestOptions) {
+        return this.serviceClient.getAgentConversationAudioItemWithResponse(agentName, conversationId, itemId,
+            requestOptions);
+    }
+
+    /**
+     * Stream a Live conversation item's audio
+     *
+     * Streams captured speech as WAV. BYOS returns 409; use blob_uri. Returns 404 for missing audio, conversations not
+     * stored, or delegation items.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> downloadAgentConversationAudioItemWithResponse(String agentName, String conversationId,
+        String itemId, RequestOptions requestOptions) {
+        return this.serviceClient.downloadAgentConversationAudioItemWithResponse(agentName, conversationId, itemId,
+            requestOptions);
+    }
+
+    /**
+     * Get a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right). BYOS uses unsigned blob_uri. Returns 404 for
+     * no audio, or 409 recording_not_ready/recording_unavailable for pending/failed finalization; pending responses may
+     * include Retry-After.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     conversation_id: String (Required)
+     *     format: String(wav) (Required)
+     *     sample_rate: int (Required)
+     *     channels: int (Required)
+     *     channel_layout (Required): {
+     *         left: String(user/agent) (Required)
+     *         right: String(user/agent) (Required)
+     *     }
+     *     duration_ms: long (Required)
+     *     blob_uri: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right) along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAgentConversationAudioWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.getAgentConversationAudioWithResponse(agentName, conversationId, requestOptions);
+    }
+
+    /**
+     * Stream a Live conversation's merged recording
+     *
+     * Streams the merged stereo WAV. BYOS returns 409; use blob_uri. Returns 404 for no audio, or 409
+     * recording_not_ready/recording_unavailable for pending/failed finalization.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> downloadAgentConversationAudioWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.downloadAgentConversationAudioWithResponse(agentName, conversationId, requestOptions);
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<VoiceAgentLiveConversation> listAgentConversations(String agentName, Integer limit,
+        PageOrder order, String after, String before) {
+        // Generated convenience method for listAgentConversations
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        return serviceClient.listAgentConversations(after, agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(VoiceAgentLiveConversation.class));
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<VoiceAgentLiveConversation> listAgentConversations(String agentName) {
+        // Generated convenience method for listAgentConversations
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.listAgentConversations(null, agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(VoiceAgentLiveConversation.class));
+    }
+
+    /**
+     * Get a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately. Returns 404 if absent or not stored.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public VoiceAgentLiveConversation getAgentConversation(String agentName, String conversationId) {
+        // Generated convenience method for getAgentConversationWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getAgentConversationWithResponse(agentName, conversationId, requestOptions).getValue()
+            .toObject(VoiceAgentLiveConversation.class);
+    }
+
+    /**
+     * Delete a Live voice agent conversation
+     *
+     * Deletes the stored conversation and its items/audio, without closing the Live session.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void deleteAgentConversation(String agentName, String conversationId) {
+        // Generated convenience method for deleteAgentConversationWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        deleteAgentConversationWithResponse(agentName, conversationId, requestOptions).getValue();
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<VoiceAgentLiveConversationItem> listAgentConversationItems(String agentName,
+        String conversationId, Integer limit, PageOrder order, String after, String before) {
+        // Generated convenience method for listAgentConversationItems
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        return serviceClient.listAgentConversationItems(after, agentName, conversationId, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(VoiceAgentLiveConversationItem.class));
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<VoiceAgentLiveConversationItem> listAgentConversationItems(String agentName,
+        String conversationId) {
+        // Generated convenience method for listAgentConversationItems
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.listAgentConversationItems(null, agentName, conversationId, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(VoiceAgentLiveConversationItem.class));
+    }
+
+    /**
+     * Get a Live voice agent conversation item
+     *
+     * Gets a stored item by ID. Returns 404 if the item or conversation is absent.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a Live voice agent conversation item
+     *
+     * Gets a stored item by ID.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public VoiceAgentLiveConversationItem getAgentConversationItem(String agentName, String conversationId,
+        String itemId) {
+        // Generated convenience method for getAgentConversationItemWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getAgentConversationItemWithResponse(agentName, conversationId, itemId, requestOptions).getValue()
+            .toObject(VoiceAgentLiveConversationItem.class);
+    }
+
+    /**
+     * Get a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata. BYOS uses unsigned blob_uri. Returns 404 for missing audio, conversations
+     * not stored, or delegation items.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public VoiceAudioItem getAgentConversationAudioItem(String agentName, String conversationId, String itemId) {
+        // Generated convenience method for getAgentConversationAudioItemWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getAgentConversationAudioItemWithResponse(agentName, conversationId, itemId, requestOptions).getValue()
+            .toObject(VoiceAudioItem.class);
+    }
+
+    /**
+     * Stream a Live conversation item's audio
+     *
+     * Streams captured speech as WAV. BYOS returns 409; use blob_uri. Returns 404 for missing audio, conversations not
+     * stored, or delegation items.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public BinaryData downloadAgentConversationAudioItem(String agentName, String conversationId, String itemId) {
+        // Generated convenience method for downloadAgentConversationAudioItemWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return downloadAgentConversationAudioItemWithResponse(agentName, conversationId, itemId, requestOptions)
+            .getValue();
+    }
+
+    /**
+     * Get a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right). BYOS uses unsigned blob_uri. Returns 404 for
+     * no audio, or 409 recording_not_ready/recording_unavailable for pending/failed finalization; pending responses may
+     * include Retry-After.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right).
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public VoiceRecording getAgentConversationAudio(String agentName, String conversationId) {
+        // Generated convenience method for getAgentConversationAudioWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getAgentConversationAudioWithResponse(agentName, conversationId, requestOptions).getValue()
+            .toObject(VoiceRecording.class);
+    }
+
+    /**
+     * Stream a Live conversation's merged recording
+     *
+     * Streams the merged stereo WAV. BYOS returns 409; use blob_uri. Returns 404 for no audio, or 409
+     * recording_not_ready/recording_unavailable for pending/failed finalization.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public BinaryData downloadAgentConversationAudio(String agentName, String conversationId) {
+        // Generated convenience method for downloadAgentConversationAudioWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return downloadAgentConversationAudioWithResponse(agentName, conversationId, requestOptions).getValue();
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java
index 397749b255059..12ab77c6df613 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyAsyncClient.java
@@ -8,16 +8,19 @@
 import com.azure.ai.agents.implementation.models.ReplaceTelephonyTransferTargetsRequest;
 import com.azure.ai.agents.implementation.models.TransferTelephonyCallRequest;
 import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.ai.agents.models.CreateTelephonyBindingInput;
-import com.azure.ai.agents.models.CreateTelephonyCallJobInput;
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.agents.models.TelephonyBinding;
 import com.azure.ai.agents.models.TelephonyBindingListItem;
-import com.azure.ai.agents.models.TelephonyBindingStatus;
 import com.azure.ai.agents.models.TelephonyCallJob;
+import com.azure.ai.agents.models.TelephonyCallJobCreate;
+import com.azure.ai.agents.models.TelephonyCallJobStatus;
 import com.azure.ai.agents.models.TelephonyCallRecord;
 import com.azure.ai.agents.models.TelephonyCallStatus;
 import com.azure.ai.agents.models.TelephonyCallSummary;
+import com.azure.ai.agents.models.TelephonyCampaign;
+import com.azure.ai.agents.models.TelephonyCampaignOperation;
+import com.azure.ai.agents.models.TelephonyCampaignStatus;
+import com.azure.ai.agents.models.TelephonyCampaignValidationError;
 import com.azure.ai.agents.models.TelephonyProvider;
 import com.azure.ai.agents.models.TelephonyTransferTarget;
 import com.azure.ai.agents.models.TelephonyTransferTargets;
@@ -30,6 +33,7 @@
 import com.azure.core.exception.HttpResponseException;
 import com.azure.core.exception.ResourceModifiedException;
 import com.azure.core.exception.ResourceNotFoundException;
+import com.azure.core.http.HttpHeaderName;
 import com.azure.core.http.rest.PagedFlux;
 import com.azure.core.http.rest.PagedResponse;
 import com.azure.core.http.rest.PagedResponseBase;
@@ -37,6 +41,7 @@
 import com.azure.core.http.rest.Response;
 import com.azure.core.util.BinaryData;
 import com.azure.core.util.FluxUtil;
+import com.azure.core.util.polling.PollerFlux;
 import java.time.OffsetDateTime;
 import java.util.List;
 import java.util.stream.Collectors;
@@ -82,8 +87,10 @@ public final class BetaVoiceAgentsTelephonyAsyncClient {
      * {@code
      * {
      *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
+     *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
+     *     incoming_call_url: String (Required)
      * }
      * }
      * </pre>
@@ -97,7 +104,6 @@ public final class BetaVoiceAgentsTelephonyAsyncClient {
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -112,7 +118,7 @@ public final class BetaVoiceAgentsTelephonyAsyncClient {
      * </table>
      *
      * @param agentName The name of the voice agent that owns the binding.
-     * @param telephonyBinding The provider-specific binding to create.
+     * @param binding The provider-specific binding to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -123,9 +129,9 @@ public final class BetaVoiceAgentsTelephonyAsyncClient {
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createTelephonyBindingWithResponse(String agentName, BinaryData telephonyBinding,
+    public Mono<Response<BinaryData>> createTelephonyBindingWithResponse(String agentName, BinaryData binding,
         RequestOptions requestOptions) {
-        return this.serviceClient.createTelephonyBindingWithResponseAsync(agentName, telephonyBinding, requestOptions);
+        return this.serviceClient.createTelephonyBindingWithResponseAsync(agentName, binding, requestOptions);
     }
 
     /**
@@ -138,8 +144,6 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponse(String agen
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
      * "teams_phone_extensibility", "twilio", "sip".</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
-     * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -165,7 +169,6 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponse(String agen
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      *     etag: String (Required)
      * }
@@ -199,7 +202,6 @@ public PagedFlux<BinaryData> listTelephonyBindings(String agentName, RequestOpti
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -241,7 +243,6 @@ public Mono<Response<BinaryData>> getTelephonyBindingWithResponse(String agentNa
      * <pre>
      * {@code
      * {
-     *     status: String(active/suspended) (Optional)
      *     label: String (Optional)
      *     connection_name: String (Optional)
      *     phone_number: String (Optional)
@@ -261,7 +262,6 @@ public Mono<Response<BinaryData>> getTelephonyBindingWithResponse(String agentNa
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -675,7 +675,8 @@ public Mono<Response<BinaryData>> endTelephonyCallWithResponse(String agentName,
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -723,7 +724,8 @@ public Mono<Response<BinaryData>> getTelephonyTransferTargetsWithResponse(String
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -741,7 +743,8 @@ public Mono<Response<BinaryData>> getTelephonyTransferTargetsWithResponse(String
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -780,18 +783,18 @@ public Mono<Response<BinaryData>> replaceTelephonyTransferTargetsWithResponse(St
     /**
      * Create an outbound telephony call job
      *
-     * Creates one durable direct outbound call job. The latest agent definition is resolved when each attempt executes.
+     * Creates one durable outbound CallJob. Each attempt pins the Agent endpoint's execution version for validation and
+     * its voice session.
      * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -804,6 +807,7 @@ public Mono<Response<BinaryData>> replaceTelephonyTransferTargetsWithResponse(St
      *         type: String(fixed_interval) (Required)
      *         max_attempts: Integer (Optional)
      *     }
+     *     source (Required): (recursive schema, see source above)
      * }
      * }
      * </pre>
@@ -814,11 +818,10 @@ public Mono<Response<BinaryData>> replaceTelephonyTransferTargetsWithResponse(St
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -828,7 +831,6 @@ public Mono<Response<BinaryData>> replaceTelephonyTransferTargetsWithResponse(St
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -847,6 +849,8 @@ public Mono<Response<BinaryData>> replaceTelephonyTransferTargetsWithResponse(St
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -855,15 +859,18 @@ public Mono<Response<BinaryData>> replaceTelephonyTransferTargetsWithResponse(St
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * <tr><td>Location</td><td>String</td><td>The Location response header.</td></tr>
-     * <tr><td>Retry-After</td><td>Duration</td><td>The Retry-After response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
+     * <tr><td>Location</td><td>String</td><td>The URI for reading the accepted call-job resource and its execution
+     * status.</td></tr>
+     * <tr><td>Retry-After</td><td>Duration</td><td>Suggested delay in seconds before reading the call-job resource
+     * again.</td></tr>
      * </table>
      *
      * @param agentName The name of the voice agent that executes the call.
-     * @param idempotencyKey A customer-generated idempotency key. Reusing it with an equivalent request returns the
-     * same call job.
-     * @param body The direct outbound call to create.
+     * @param idempotencyKey Customer retry key. Equivalent requests return the same job; retained keys for deleted jobs
+     * return 409 call_job_deleted, never redial.
+     * @param job The direct outbound call to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -875,8 +882,8 @@ public Mono<Response<BinaryData>> replaceTelephonyTransferTargetsWithResponse(St
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
     public Mono<Response<BinaryData>> createTelephonyCallJobWithResponse(String agentName, String idempotencyKey,
-        BinaryData body, RequestOptions requestOptions) {
-        return this.serviceClient.createTelephonyCallJobWithResponseAsync(agentName, idempotencyKey, body,
+        BinaryData job, RequestOptions requestOptions) {
+        return this.serviceClient.createTelephonyCallJobWithResponseAsync(agentName, idempotencyKey, job,
             requestOptions);
     }
 
@@ -890,11 +897,10 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponse(String agen
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -904,7 +910,6 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponse(String agen
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -923,6 +928,8 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponse(String agen
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -931,11 +938,12 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponse(String agen
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
      * </table>
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to retrieve.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -956,18 +964,18 @@ public Mono<Response<BinaryData>> getTelephonyCallJobWithResponse(String agentNa
     /**
      * Cancel an outbound telephony call job
      *
-     * Requests cancellation of a durable outbound call job. A connected call is allowed to finish.
+     * Cancels future attempts using If-Match; completion may be asynchronous. New cancellation after connection returns
+     * 409 and lets the active call finish.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -977,7 +985,6 @@ public Mono<Response<BinaryData>> getTelephonyCallJobWithResponse(String agentNa
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -996,6 +1003,8 @@ public Mono<Response<BinaryData>> getTelephonyCallJobWithResponse(String agentNa
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -1004,13 +1013,16 @@ public Mono<Response<BinaryData>> getTelephonyCallJobWithResponse(String agentNa
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * <tr><td>Location</td><td>String</td><td>The Location response header.</td></tr>
-     * <tr><td>Retry-After</td><td>Duration</td><td>The Retry-After response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
+     * <tr><td>Location</td><td>String</td><td>The URI for reading the accepted call-job resource and its execution
+     * status.</td></tr>
+     * <tr><td>Retry-After</td><td>Duration</td><td>Suggested delay in seconds before reading the call-job resource
+     * again.</td></tr>
      * </table>
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to cancel.
      * @param ifMatch The entity tag returned by the latest read. The request fails if the resource changed since that
      * read.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
@@ -1313,8 +1325,8 @@ public Mono<TelephonyTransferTargets> replaceTelephonyTransferTargets(String age
      *
      * Retrieves a durable direct or campaign-created outbound call job.
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to retrieve.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -1337,10 +1349,11 @@ public Mono<TelephonyCallJob> getTelephonyCallJob(String agentName, String callJ
     /**
      * Cancel an outbound telephony call job
      *
-     * Requests cancellation of a durable outbound call job. A connected call is allowed to finish.
+     * Cancels future attempts using If-Match; completion may be asynchronous. New cancellation after connection returns
+     * 409 and lets the active call finish.
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to cancel.
      * @param ifMatch The entity tag returned by the latest read. The request fails if the resource changed since that
      * read.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
@@ -1361,32 +1374,6 @@ public Mono<TelephonyCallJob> cancelTelephonyCallJob(String agentName, String ca
             .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCallJob.class));
     }
 
-    /**
-     * Create an agent telephony binding
-     *
-     * Creates a telephony binding for the voice agent named in the path.
-     *
-     * @param agentName The name of the voice agent that owns the binding.
-     * @param telephonyBinding The provider-specific binding to create.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a telephony binding owned by a voice agent on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<TelephonyBinding> createTelephonyBinding(String agentName,
-        CreateTelephonyBindingInput telephonyBinding) {
-        // Generated convenience method for createTelephonyBindingWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return createTelephonyBindingWithResponse(agentName, BinaryData.fromObject(telephonyBinding), requestOptions)
-            .flatMap(FluxUtil::toMono)
-            .map(protocolMethodData -> protocolMethodData.toObject(TelephonyBinding.class));
-    }
-
     /**
      * Update an agent telephony binding
      *
@@ -1422,41 +1409,15 @@ public Mono<TelephonyBinding> updateTelephonyBinding(String agentName, String bi
     }
 
     /**
-     * Create an outbound telephony call job
-     *
-     * Creates one durable direct outbound call job. The latest agent definition is resolved when each attempt executes.
-     *
-     * @param agentName The name of the voice agent that executes the call.
-     * @param idempotencyKey A customer-generated idempotency key. Reusing it with an equivalent request returns the
-     * same call job.
-     * @param body The direct outbound call to create.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a durable direct or campaign-created outbound call intent on successful completion of {@link Mono}.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<TelephonyCallJob> createTelephonyCallJob(String agentName, String idempotencyKey,
-        CreateTelephonyCallJobInput body) {
-        // Generated convenience method for createTelephonyCallJobWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return createTelephonyCallJobWithResponse(agentName, idempotencyKey, BinaryData.fromObject(body),
-            requestOptions).flatMap(FluxUtil::toMono)
-                .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCallJob.class));
-    }
-
-    /**
-     * List agent telephony bindings
+     * List agent telephony calls
      *
-     * Returns the telephony bindings owned by the voice agent named in the path.
+     * Returns the durable inbound call history for the voice agent named in the path.
      *
-     * @param agentName The name of the voice agent whose bindings are listed.
-     * @param provider Filters bindings by provider.
-     * @param status Filters bindings by lifecycle status.
+     * @param agentName The name of the voice agent whose calls are listed.
+     * @param provider Filters calls by provider.
+     * @param status Filters calls by lifecycle status.
+     * @param startedAfter Includes calls that started at or after this Unix timestamp in seconds.
+     * @param startedBefore Includes calls that started at or before this Unix timestamp in seconds.
      * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
      * default is 20.
      * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
@@ -1477,9 +1438,10 @@ public Mono<TelephonyCallJob> createTelephonyCallJob(String agentName, String id
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<TelephonyBindingListItem> listTelephonyBindings(String agentName, TelephonyProvider provider,
-        TelephonyBindingStatus status, Integer limit, PageOrder order, String after, String before) {
-        // Generated convenience method for listTelephonyBindings
+    public PagedFlux<TelephonyCallSummary> listTelephonyCalls(String agentName, TelephonyProvider provider,
+        TelephonyCallStatus status, OffsetDateTime startedAfter, OffsetDateTime startedBefore, Integer limit,
+        PageOrder order, String after, String before) {
+        // Generated convenience method for listTelephonyCalls
         RequestOptions requestOptions = new RequestOptions();
         if (provider != null) {
             requestOptions.addQueryParam("provider", provider.toString(), false);
@@ -1487,6 +1449,12 @@ public PagedFlux<TelephonyBindingListItem> listTelephonyBindings(String agentNam
         if (status != null) {
             requestOptions.addQueryParam("status", status.toString(), false);
         }
+        if (startedAfter != null) {
+            requestOptions.addQueryParam("started_after", String.valueOf(startedAfter.toEpochSecond()), false);
+        }
+        if (startedBefore != null) {
+            requestOptions.addQueryParam("started_before", String.valueOf(startedBefore.toEpochSecond()), false);
+        }
         if (limit != null) {
             requestOptions.addQueryParam("limit", String.valueOf(limit), false);
         }
@@ -1497,7 +1465,7 @@ public PagedFlux<TelephonyBindingListItem> listTelephonyBindings(String agentNam
             requestOptions.addQueryParam("before", before, false);
         }
         PagedFlux<BinaryData> pagedFluxResponse
-            = serviceClient.listTelephonyBindingsAsync(after, agentName, requestOptions);
+            = serviceClient.listTelephonyCallsAsync(after, agentName, requestOptions);
         return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
             Flux<PagedResponse<BinaryData>> flux;
             if (pageSizeParam == null) {
@@ -1510,26 +1478,157 @@ public PagedFlux<TelephonyBindingListItem> listTelephonyBindings(String agentNam
                     : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
             }
             return flux
-                .map(pagedResponse -> new PagedResponseBase<Void, TelephonyBindingListItem>(pagedResponse.getRequest(),
+                .map(pagedResponse -> new PagedResponseBase<Void, TelephonyCallSummary>(pagedResponse.getRequest(),
                     pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
                     pagedResponse.getValue()
                         .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(TelephonyBindingListItem.class))
+                        .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCallSummary.class))
                         .collect(Collectors.toList()),
                     pagedResponse.getContinuationToken(), null));
         });
     }
 
     /**
-     * List agent telephony calls
+     * List outbound telephony call jobs
      *
-     * Returns the durable inbound call history for the voice agent named in the path.
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Optional lifecycle filter. Allowed values: "accepted",
+     * "waiting_for_schedule", "queued", "dispatching", "in_progress", "waiting_for_retry", "cancellation_requested",
+     * "completed", "blocked", "expired", "failed", "cancelled".</td></tr>
+     * <tr><td>campaign_name</td><td>String</td><td>No</td><td>Current Campaign round: 404 if absent, empty while
+     * deleting. Omit for direct and Campaign jobs. Replacement/name reuse invalidates cursors.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     destination (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     connection_name: String (Required)
+     *     purpose: String (Optional)
+     *     structured_inputs (Optional): {
+     *         String: BinaryData (Required)
+     *     }
+     *     schedule (Optional): {
+     *         not_before: Long (Optional)
+     *         expires_at: Long (Optional)
+     *     }
+     *     id: String (Required)
+     *     agent_name: String (Required)
+     *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
+     *     cancellation (Optional): {
+     *         requested_by: String (Required)
+     *         mode: String (Required)
+     *         requested_at: long (Required)
+     *         revision: long (Required)
+     *     }
+     *     retry_policy (Required): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     attempt_count: int (Required)
+     *     next_attempt_at: Long (Optional)
+     *     terminal_reason: String(no_answer/no_answer_timeout/answer_failed/bridge_cancelled/bridge_failed/voice_session_configuration_invalid/connection_project_mismatch/outbound_connection_changed/outbound_connection_unavailable/telephony_binding_invalid/telephony_binding_not_found/telephony_binding_inactive/telephony_binding_changed/campaign_not_found/campaign_cancelled/campaign_completed/campaign_failed/origination_fence_not_recorded/origination_reconciliation_timeout/cancellation_reconciliation_timeout/provider_callback_timeout_cancellation_reconciliation_timeout) (Optional)
+     *     revision: long (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
+     * }
+     * }
+     * </pre>
      *
-     * @param agentName The name of the voice agent whose calls are listed.
-     * @param provider Filters calls by provider.
-     * @param status Filters calls by lifecycle status.
-     * @param startedAfter Includes calls that started at or after this Unix timestamp in seconds.
-     * @param startedBefore Includes calls that started at or before this Unix timestamp in seconds.
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listTelephonyCallJobs(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.listTelephonyCallJobsAsync(agentName, requestOptions);
+    }
+
+    /**
+     * Delete an outbound telephony call job
+     *
+     * Deletes a terminal, reconciled job (otherwise 409), without cancelling calls or removing Campaign outcomes/call
+     * history. Later GET returns 404; repeated DELETE returns 204.
+     *
+     * @param agentName The owning voice agent.
+     * @param callJobId The call-job identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> deleteTelephonyCallJobWithResponse(String agentName, String callJobId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.deleteTelephonyCallJobWithResponseAsync(agentName, callJobId, requestOptions);
+    }
+
+    /**
+     * Create an agent telephony binding
+     *
+     * Creates a telephony binding for the voice agent named in the path.
+     *
+     * @param agentName The name of the voice agent that owns the binding.
+     * @param binding The provider-specific binding to create.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a telephony binding owned by a voice agent on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<TelephonyBinding> createTelephonyBinding(String agentName, TelephonyBinding binding) {
+        // Generated convenience method for createTelephonyBindingWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return createTelephonyBindingWithResponse(agentName, BinaryData.fromObject(binding), requestOptions)
+            .flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(TelephonyBinding.class));
+    }
+
+    /**
+     * List agent telephony bindings
+     *
+     * Returns the telephony bindings owned by the voice agent named in the path.
+     *
+     * @param agentName The name of the voice agent whose bindings are listed.
+     * @param provider Filters bindings by provider.
      * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
      * default is 20.
      * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
@@ -1550,23 +1649,13 @@ public PagedFlux<TelephonyBindingListItem> listTelephonyBindings(String agentNam
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedFlux<TelephonyCallSummary> listTelephonyCalls(String agentName, TelephonyProvider provider,
-        TelephonyCallStatus status, OffsetDateTime startedAfter, OffsetDateTime startedBefore, Integer limit,
-        PageOrder order, String after, String before) {
-        // Generated convenience method for listTelephonyCalls
+    public PagedFlux<TelephonyBindingListItem> listTelephonyBindings(String agentName, TelephonyProvider provider,
+        Integer limit, PageOrder order, String after, String before) {
+        // Generated convenience method for listTelephonyBindings
         RequestOptions requestOptions = new RequestOptions();
         if (provider != null) {
             requestOptions.addQueryParam("provider", provider.toString(), false);
         }
-        if (status != null) {
-            requestOptions.addQueryParam("status", status.toString(), false);
-        }
-        if (startedAfter != null) {
-            requestOptions.addQueryParam("started_after", String.valueOf(startedAfter.toEpochSecond()), false);
-        }
-        if (startedBefore != null) {
-            requestOptions.addQueryParam("started_before", String.valueOf(startedBefore.toEpochSecond()), false);
-        }
         if (limit != null) {
             requestOptions.addQueryParam("limit", String.valueOf(limit), false);
         }
@@ -1577,7 +1666,7 @@ public PagedFlux<TelephonyCallSummary> listTelephonyCalls(String agentName, Tele
             requestOptions.addQueryParam("before", before, false);
         }
         PagedFlux<BinaryData> pagedFluxResponse
-            = serviceClient.listTelephonyCallsAsync(after, agentName, requestOptions);
+            = serviceClient.listTelephonyBindingsAsync(after, agentName, requestOptions);
         return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
             Flux<PagedResponse<BinaryData>> flux;
             if (pageSizeParam == null) {
@@ -1590,13 +1679,1319 @@ public PagedFlux<TelephonyCallSummary> listTelephonyCalls(String agentName, Tele
                     : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
             }
             return flux
-                .map(pagedResponse -> new PagedResponseBase<Void, TelephonyCallSummary>(pagedResponse.getRequest(),
+                .map(pagedResponse -> new PagedResponseBase<Void, TelephonyBindingListItem>(pagedResponse.getRequest(),
                     pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
                     pagedResponse.getValue()
                         .stream()
-                        .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCallSummary.class))
+                        .map(protocolMethodData -> protocolMethodData.toObject(TelephonyBindingListItem.class))
                         .collect(Collectors.toList()),
                     pagedResponse.getContinuationToken(), null));
         });
     }
+
+    /**
+     * Create an outbound telephony call job
+     *
+     * Creates one durable outbound CallJob. Each attempt pins the Agent endpoint's execution version for validation and
+     * its voice session.
+     *
+     * @param agentName The name of the voice agent that executes the call.
+     * @param idempotencyKey Customer retry key. Equivalent requests return the same job; retained keys for deleted jobs
+     * return 409 call_job_deleted, never redial.
+     * @param job The direct outbound call to create.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a durable direct or campaign-created outbound call intent on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<TelephonyCallJob> createTelephonyCallJob(String agentName, String idempotencyKey,
+        TelephonyCallJobCreate job) {
+        // Generated convenience method for createTelephonyCallJobWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return createTelephonyCallJobWithResponse(agentName, idempotencyKey, BinaryData.fromObject(job), requestOptions)
+            .flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCallJob.class));
+    }
+
+    /**
+     * List outbound telephony call jobs
+     *
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     *
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @param status Optional lifecycle filter.
+     * @param campaignName Current Campaign round: 404 if absent, empty while deleting. Omit for direct and Campaign
+     * jobs. Replacement/name reuse invalidates cursors.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<TelephonyCallJob> listTelephonyCallJobs(String agentName, Integer limit, PageOrder order,
+        String after, String before, TelephonyCallJobStatus status, String campaignName) {
+        // Generated convenience method for listTelephonyCallJobs
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        if (status != null) {
+            requestOptions.addQueryParam("status", status.toString(), false);
+        }
+        if (campaignName != null) {
+            requestOptions.addQueryParam("campaign_name", campaignName, false);
+        }
+        PagedFlux<BinaryData> pagedFluxResponse
+            = serviceClient.listTelephonyCallJobsAsync(after, agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, TelephonyCallJob>(pagedResponse.getRequest(),
+                pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCallJob.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * List outbound telephony call jobs
+     *
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     *
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<TelephonyCallJob> listTelephonyCallJobs(String agentName) {
+        // Generated convenience method for listTelephonyCallJobs
+        RequestOptions requestOptions = new RequestOptions();
+        PagedFlux<BinaryData> pagedFluxResponse
+            = serviceClient.listTelephonyCallJobsAsync(null, agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, TelephonyCallJob>(pagedResponse.getRequest(),
+                pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCallJob.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * Delete an outbound telephony call job
+     *
+     * Deletes a terminal, reconciled job (otherwise 409), without cancelling calls or removing Campaign outcomes/call
+     * history. Later GET returns 404; repeated DELETE returns 204.
+     *
+     * @param agentName The owning voice agent.
+     * @param callJobId The call-job identifier.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return A {@link Mono} that completes when a successful response is received.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Void> deleteTelephonyCallJob(String agentName, String callJobId) {
+        // Generated convenience method for deleteTelephonyCallJobWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return deleteTelephonyCallJobWithResponse(agentName, callJobId, requestOptions).flatMap(FluxUtil::toMono);
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Retry key: matching submitted inputs and original If-Match
+     * replay the saved monitor before current-state checks. Conflicting reuse returns 409 operation_id_conflict;
+     * retained creation keys after deletion return 409 campaign_deleted.</td></tr>
+     * <tr><td>If-Match</td><td>String</td><td>No</td><td>Required with a fresh Operation-Id for failed-state
+     * replacement; no wildcards. Changed input without it returns 409. Missing replacement ID: 400; stale token/absent
+     * resource: 412; other states: 409.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link PollerFlux} for polling of agent-owned outbound call Campaign.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<BinaryData, BinaryData> beginCreateCampaign(String agentName, String campaignName,
+        BinaryData campaign, RequestOptions requestOptions) {
+        return this.serviceClient.beginCreateCampaignAsync(agentName, campaignName, campaign, requestOptions);
+    }
+
+    /**
+     * Get a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients. Absent or deleted Campaigns return
+     * 404.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>operation_id</td><td>String</td><td>No</td><td>Original response's Operation-Id guards its instance/round
+     * and survives same-round actions. Replacement/name reuse: 409 campaign_operation_mismatch;
+     * missing/expired/wrong-scope operation: 404.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients along with {@link Response} on
+     * successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getCampaignWithResponse(String agentName, String campaignName,
+        RequestOptions requestOptions) {
+        return this.serviceClient.getCampaignWithResponseAsync(agentName, campaignName, requestOptions);
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter by Campaign business state. Allowed values: "validating",
+     * "running", "cancelling", "completed", "failed", "cancelled", "deleting".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position as paginated
+     * response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listCampaigns(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.listCampaignsAsync(agentName, requestOptions);
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key, generated if omitted. Original
+     * If-Match/key replays 202 even after deletion/name reuse, never touching a replacement; conflicts return 409.
+     * Failed cancellation needs a fresh key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link PollerFlux} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<BinaryData, BinaryData> beginCancelCampaign(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        return this.serviceClient.beginCancelCampaignAsync(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key. Original If-Match/key replays 202 even
+     * after deletion/name reuse, never touching a new instance; conflicts return 409. Failed cleanup needs a fresh
+     * key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link PollerFlux} for polling of long-running operation.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<BinaryData, Void> beginDeleteCampaign(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        return this.serviceClient.beginDeleteCampaignAsync(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort invalid rows by their original row_number. Allowed values:
+     * "asc", "desc".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     row_number: long (Required)
+     *     error (Required): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return error-only page as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listCampaignValidationErrors(String agentName, String campaignName,
+        RequestOptions requestOptions) {
+        return this.serviceClient.listCampaignValidationErrorsAsync(agentName, campaignName, requestOptions);
+    }
+
+    /**
+     * Get a campaign operation
+     *
+     * Gets the initiating operation's status. PUT/cancel pollers finish with a guarded Campaign GET; deletion completes
+     * without a resource result.
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Headers</strong></p>
+     * <table border="1">
+     * <caption>Response Headers</caption>
+     * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
+     * <tr><td>Retry-After</td><td>int</td><td>Recommended number of seconds to wait before polling again.</td></tr>
+     * </table>
+     *
+     * @param agentName Owning Agent.
+     * @param campaignName Immutable Campaign name.
+     * @param operationId Operation-Id from the initiating response. Saved project/Agent authorization still applies
+     * after resource deletion.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a campaign operation
+     *
+     * Gets the initiating operation's status along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getCampaignOperationWithResponse(String agentName, String campaignName,
+        String operationId, RequestOptions requestOptions) {
+        return this.serviceClient.getCampaignOperationWithResponseAsync(agentName, campaignName, operationId,
+            requestOptions);
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param operationId Retry key: matching submitted inputs and original If-Match replay the saved monitor before
+     * current-state checks. Conflicting reuse returns 409 operation_id_conflict; retained creation keys after deletion
+     * return 409 campaign_deleted.
+     * @param ifMatch Required with a fresh Operation-Id for failed-state replacement; no wildcards. Changed input
+     * without it returns 409. Missing replacement ID: 400; stale token/absent resource: 412; other states: 409.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link PollerFlux} for polling of agent-owned outbound call Campaign.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<TelephonyCampaignOperation, TelephonyCampaign> beginCreateCampaign(String agentName,
+        String campaignName, TelephonyCampaign campaign, String operationId, String ifMatch) {
+        // Generated convenience method for beginCreateCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        if (operationId != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
+        }
+        if (ifMatch != null) {
+            requestOptions.setHeader(HttpHeaderName.IF_MATCH, ifMatch);
+        }
+        return serviceClient.beginCreateCampaignWithModelAsync(agentName, campaignName, BinaryData.fromObject(campaign),
+            requestOptions);
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link PollerFlux} for polling of agent-owned outbound call Campaign.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<TelephonyCampaignOperation, TelephonyCampaign> beginCreateCampaign(String agentName,
+        String campaignName, TelephonyCampaign campaign) {
+        // Generated convenience method for beginCreateCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.beginCreateCampaignWithModelAsync(agentName, campaignName, BinaryData.fromObject(campaign),
+            requestOptions);
+    }
+
+    /**
+     * Get a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients. Absent or deleted Campaigns return
+     * 404.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param operationId Original response's Operation-Id guards its instance/round and survives same-round actions.
+     * Replacement/name reuse: 409 campaign_operation_mismatch; missing/expired/wrong-scope operation: 404.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients on successful completion of
+     * {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<TelephonyCampaign> getCampaign(String agentName, String campaignName, String operationId) {
+        // Generated convenience method for getCampaignWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (operationId != null) {
+            requestOptions.addQueryParam("operation_id", operationId, false);
+        }
+        return getCampaignWithResponse(agentName, campaignName, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCampaign.class));
+    }
+
+    /**
+     * Get a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients. Absent or deleted Campaigns return
+     * 404.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients on successful completion of
+     * {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<TelephonyCampaign> getCampaign(String agentName, String campaignName) {
+        // Generated convenience method for getCampaignWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getCampaignWithResponse(agentName, campaignName, requestOptions).flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCampaign.class));
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param before Opaque first_id for backward paging with unchanged scope/filters/order; exclusive with after.
+     * @param status Filter by Campaign business state.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position as paginated
+     * response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<TelephonyCampaign> listCampaigns(String agentName, Integer limit, PageOrder order, String before,
+        TelephonyCampaignStatus status) {
+        // Generated convenience method for listCampaigns
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        if (status != null) {
+            requestOptions.addQueryParam("status", status.toString(), false);
+        }
+        PagedFlux<BinaryData> pagedFluxResponse = serviceClient.listCampaignsAsync(null, agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, TelephonyCampaign>(pagedResponse.getRequest(),
+                pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCampaign.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position as paginated
+     * response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<TelephonyCampaign> listCampaigns(String agentName) {
+        // Generated convenience method for listCampaigns
+        RequestOptions requestOptions = new RequestOptions();
+        PagedFlux<BinaryData> pagedFluxResponse = serviceClient.listCampaignsAsync(null, agentName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, TelephonyCampaign>(pagedResponse.getRequest(),
+                pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCampaign.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param operationId Optional retry key, generated if omitted. Original If-Match/key replays 202 even after
+     * deletion/name reuse, never touching a replacement; conflicts return 409. Failed cancellation needs a fresh
+     * key/current token.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link PollerFlux} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<TelephonyCampaignOperation, TelephonyCampaign> beginCancelCampaign(String agentName,
+        String campaignName, String ifMatch, String operationId) {
+        // Generated convenience method for beginCancelCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        if (operationId != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
+        }
+        return serviceClient.beginCancelCampaignWithModelAsync(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link PollerFlux} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<TelephonyCampaignOperation, TelephonyCampaign> beginCancelCampaign(String agentName,
+        String campaignName, String ifMatch) {
+        // Generated convenience method for beginCancelCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.beginCancelCampaignWithModelAsync(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param operationId Optional retry key. Original If-Match/key replays 202 even after deletion/name reuse, never
+     * touching a new instance; conflicts return 409. Failed cleanup needs a fresh key/current token.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link PollerFlux} for polling of long-running operation.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<TelephonyCampaignOperation, Void> beginDeleteCampaign(String agentName, String campaignName,
+        String ifMatch, String operationId) {
+        // Generated convenience method for beginDeleteCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        if (operationId != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
+        }
+        return serviceClient.beginDeleteCampaignWithModelAsync(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link PollerFlux} for polling of long-running operation.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<TelephonyCampaignOperation, Void> beginDeleteCampaign(String agentName, String campaignName,
+        String ifMatch) {
+        // Generated convenience method for beginDeleteCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.beginDeleteCampaignWithModelAsync(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param before Opaque first_id for backward paging with unchanged scope/filters/order; exclusive with after.
+     * @param order Sort invalid rows by their original row_number.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return error-only page as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<TelephonyCampaignValidationError> listCampaignValidationErrors(String agentName,
+        String campaignName, Integer limit, String before, PageOrder order) {
+        // Generated convenience method for listCampaignValidationErrors
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        PagedFlux<BinaryData> pagedFluxResponse
+            = serviceClient.listCampaignValidationErrorsAsync(null, agentName, campaignName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, TelephonyCampaignValidationError>(
+                pagedResponse.getRequest(), pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCampaignValidationError.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return error-only page as paginated response with {@link PagedFlux}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<TelephonyCampaignValidationError> listCampaignValidationErrors(String agentName,
+        String campaignName) {
+        // Generated convenience method for listCampaignValidationErrors
+        RequestOptions requestOptions = new RequestOptions();
+        PagedFlux<BinaryData> pagedFluxResponse
+            = serviceClient.listCampaignValidationErrorsAsync(null, agentName, campaignName, requestOptions);
+        return PagedFlux.create(() -> (continuationTokenParam, pageSizeParam) -> {
+            Flux<PagedResponse<BinaryData>> flux;
+            if (pageSizeParam == null) {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage().take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam).take(1);
+            } else {
+                flux = (continuationTokenParam == null)
+                    ? pagedFluxResponse.byPage(pageSizeParam).take(1)
+                    : pagedFluxResponse.byPage(continuationTokenParam, pageSizeParam).take(1);
+            }
+            return flux.map(pagedResponse -> new PagedResponseBase<Void, TelephonyCampaignValidationError>(
+                pagedResponse.getRequest(), pagedResponse.getStatusCode(), pagedResponse.getHeaders(),
+                pagedResponse.getValue()
+                    .stream()
+                    .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCampaignValidationError.class))
+                    .collect(Collectors.toList()),
+                pagedResponse.getContinuationToken(), null));
+        });
+    }
+
+    /**
+     * Get a campaign operation
+     *
+     * Gets the initiating operation's status. PUT/cancel pollers finish with a guarded Campaign GET; deletion completes
+     * without a resource result.
+     *
+     * @param agentName Owning Agent.
+     * @param campaignName Immutable Campaign name.
+     * @param operationId Operation-Id from the initiating response. Saved project/Agent authorization still applies
+     * after resource deletion.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a campaign operation
+     *
+     * Gets the initiating operation's status on successful completion of {@link Mono}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<TelephonyCampaignOperation> getCampaignOperation(String agentName, String campaignName,
+        String operationId) {
+        // Generated convenience method for getCampaignOperationWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getCampaignOperationWithResponse(agentName, campaignName, operationId, requestOptions)
+            .flatMap(FluxUtil::toMono)
+            .map(protocolMethodData -> protocolMethodData.toObject(TelephonyCampaignOperation.class));
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java
index 5511934c3e12f..d54c7fe40e8c2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsTelephonyClient.java
@@ -8,16 +8,19 @@
 import com.azure.ai.agents.implementation.models.ReplaceTelephonyTransferTargetsRequest;
 import com.azure.ai.agents.implementation.models.TransferTelephonyCallRequest;
 import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.ai.agents.models.CreateTelephonyBindingInput;
-import com.azure.ai.agents.models.CreateTelephonyCallJobInput;
 import com.azure.ai.agents.models.PageOrder;
 import com.azure.ai.agents.models.TelephonyBinding;
 import com.azure.ai.agents.models.TelephonyBindingListItem;
-import com.azure.ai.agents.models.TelephonyBindingStatus;
 import com.azure.ai.agents.models.TelephonyCallJob;
+import com.azure.ai.agents.models.TelephonyCallJobCreate;
+import com.azure.ai.agents.models.TelephonyCallJobStatus;
 import com.azure.ai.agents.models.TelephonyCallRecord;
 import com.azure.ai.agents.models.TelephonyCallStatus;
 import com.azure.ai.agents.models.TelephonyCallSummary;
+import com.azure.ai.agents.models.TelephonyCampaign;
+import com.azure.ai.agents.models.TelephonyCampaignOperation;
+import com.azure.ai.agents.models.TelephonyCampaignStatus;
+import com.azure.ai.agents.models.TelephonyCampaignValidationError;
 import com.azure.ai.agents.models.TelephonyProvider;
 import com.azure.ai.agents.models.TelephonyTransferTarget;
 import com.azure.ai.agents.models.TelephonyTransferTargets;
@@ -30,10 +33,12 @@
 import com.azure.core.exception.HttpResponseException;
 import com.azure.core.exception.ResourceModifiedException;
 import com.azure.core.exception.ResourceNotFoundException;
+import com.azure.core.http.HttpHeaderName;
 import com.azure.core.http.rest.PagedIterable;
 import com.azure.core.http.rest.RequestOptions;
 import com.azure.core.http.rest.Response;
 import com.azure.core.util.BinaryData;
+import com.azure.core.util.polling.SyncPoller;
 import java.time.OffsetDateTime;
 import java.util.List;
 
@@ -76,8 +81,10 @@ public final class BetaVoiceAgentsTelephonyClient {
      * {@code
      * {
      *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
+     *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
+     *     incoming_call_url: String (Required)
      * }
      * }
      * </pre>
@@ -91,7 +98,6 @@ public final class BetaVoiceAgentsTelephonyClient {
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -106,7 +112,7 @@ public final class BetaVoiceAgentsTelephonyClient {
      * </table>
      *
      * @param agentName The name of the voice agent that owns the binding.
-     * @param telephonyBinding The provider-specific binding to create.
+     * @param binding The provider-specific binding to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -116,9 +122,9 @@ public final class BetaVoiceAgentsTelephonyClient {
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createTelephonyBindingWithResponse(String agentName, BinaryData telephonyBinding,
+    public Response<BinaryData> createTelephonyBindingWithResponse(String agentName, BinaryData binding,
         RequestOptions requestOptions) {
-        return this.serviceClient.createTelephonyBindingWithResponse(agentName, telephonyBinding, requestOptions);
+        return this.serviceClient.createTelephonyBindingWithResponse(agentName, binding, requestOptions);
     }
 
     /**
@@ -131,8 +137,6 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
      * "teams_phone_extensibility", "twilio", "sip".</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
-     * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -158,7 +162,6 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      *     etag: String (Required)
      * }
@@ -192,7 +195,6 @@ public PagedIterable<BinaryData> listTelephonyBindings(String agentName, Request
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -233,7 +235,6 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      * <pre>
      * {@code
      * {
-     *     status: String(active/suspended) (Optional)
      *     label: String (Optional)
      *     connection_name: String (Optional)
      *     phone_number: String (Optional)
@@ -253,7 +254,6 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -662,7 +662,8 @@ public Response<BinaryData> endTelephonyCallWithResponse(String agentName, Strin
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -709,7 +710,8 @@ public Response<BinaryData> getTelephonyTransferTargetsWithResponse(String agent
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -727,7 +729,8 @@ public Response<BinaryData> getTelephonyTransferTargetsWithResponse(String agent
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -765,18 +768,18 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
     /**
      * Create an outbound telephony call job
      *
-     * Creates one durable direct outbound call job. The latest agent definition is resolved when each attempt executes.
+     * Creates one durable outbound CallJob. Each attempt pins the Agent endpoint's execution version for validation and
+     * its voice session.
      * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -789,6 +792,7 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      *         type: String(fixed_interval) (Required)
      *         max_attempts: Integer (Optional)
      *     }
+     *     source (Required): (recursive schema, see source above)
      * }
      * }
      * </pre>
@@ -799,11 +803,10 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -813,7 +816,6 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -832,6 +834,8 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -840,15 +844,18 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * <tr><td>Location</td><td>String</td><td>The Location response header.</td></tr>
-     * <tr><td>Retry-After</td><td>Duration</td><td>The Retry-After response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
+     * <tr><td>Location</td><td>String</td><td>The URI for reading the accepted call-job resource and its execution
+     * status.</td></tr>
+     * <tr><td>Retry-After</td><td>Duration</td><td>Suggested delay in seconds before reading the call-job resource
+     * again.</td></tr>
      * </table>
      *
      * @param agentName The name of the voice agent that executes the call.
-     * @param idempotencyKey A customer-generated idempotency key. Reusing it with an equivalent request returns the
-     * same call job.
-     * @param body The direct outbound call to create.
+     * @param idempotencyKey Customer retry key. Equivalent requests return the same job; retained keys for deleted jobs
+     * return 409 call_job_deleted, never redial.
+     * @param job The direct outbound call to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -859,8 +866,8 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
     public Response<BinaryData> createTelephonyCallJobWithResponse(String agentName, String idempotencyKey,
-        BinaryData body, RequestOptions requestOptions) {
-        return this.serviceClient.createTelephonyCallJobWithResponse(agentName, idempotencyKey, body, requestOptions);
+        BinaryData job, RequestOptions requestOptions) {
+        return this.serviceClient.createTelephonyCallJobWithResponse(agentName, idempotencyKey, job, requestOptions);
     }
 
     /**
@@ -873,11 +880,10 @@ public Response<BinaryData> createTelephonyCallJobWithResponse(String agentName,
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -887,7 +893,6 @@ public Response<BinaryData> createTelephonyCallJobWithResponse(String agentName,
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -906,6 +911,8 @@ public Response<BinaryData> createTelephonyCallJobWithResponse(String agentName,
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -914,11 +921,12 @@ public Response<BinaryData> createTelephonyCallJobWithResponse(String agentName,
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
      * </table>
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to retrieve.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -938,18 +946,18 @@ public Response<BinaryData> getTelephonyCallJobWithResponse(String agentName, St
     /**
      * Cancel an outbound telephony call job
      *
-     * Requests cancellation of a durable outbound call job. A connected call is allowed to finish.
+     * Cancels future attempts using If-Match; completion may be asynchronous. New cancellation after connection returns
+     * 409 and lets the active call finish.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -959,7 +967,6 @@ public Response<BinaryData> getTelephonyCallJobWithResponse(String agentName, St
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -978,6 +985,8 @@ public Response<BinaryData> getTelephonyCallJobWithResponse(String agentName, St
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -986,13 +995,16 @@ public Response<BinaryData> getTelephonyCallJobWithResponse(String agentName, St
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * <tr><td>Location</td><td>String</td><td>The Location response header.</td></tr>
-     * <tr><td>Retry-After</td><td>Duration</td><td>The Retry-After response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
+     * <tr><td>Location</td><td>String</td><td>The URI for reading the accepted call-job resource and its execution
+     * status.</td></tr>
+     * <tr><td>Retry-After</td><td>Duration</td><td>Suggested delay in seconds before reading the call-job resource
+     * again.</td></tr>
      * </table>
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to cancel.
      * @param ifMatch The entity tag returned by the latest read. The request fails if the resource changed since that
      * read.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
@@ -1245,8 +1257,8 @@ public TelephonyTransferTargets replaceTelephonyTransferTargets(String agentName
      *
      * Retrieves a durable direct or campaign-created outbound call job.
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to retrieve.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -1269,10 +1281,11 @@ public TelephonyCallJob getTelephonyCallJob(String agentName, String callJobId)
     /**
      * Cancel an outbound telephony call job
      *
-     * Requests cancellation of a durable outbound call job. A connected call is allowed to finish.
+     * Cancels future attempts using If-Match; completion may be asynchronous. New cancellation after connection returns
+     * 409 and lets the active call finish.
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to cancel.
      * @param ifMatch The entity tag returned by the latest read. The request fails if the resource changed since that
      * read.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
@@ -1292,31 +1305,6 @@ public TelephonyCallJob cancelTelephonyCallJob(String agentName, String callJobI
             .toObject(TelephonyCallJob.class);
     }
 
-    /**
-     * Create an agent telephony binding
-     *
-     * Creates a telephony binding for the voice agent named in the path.
-     *
-     * @param agentName The name of the voice agent that owns the binding.
-     * @param telephonyBinding The provider-specific binding to create.
-     * @throws IllegalArgumentException thrown if parameters fail the validation.
-     * @throws HttpResponseException thrown if the request is rejected by server.
-     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
-     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
-     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a telephony binding owned by a voice agent.
-     */
-    @Generated
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public TelephonyBinding createTelephonyBinding(String agentName, CreateTelephonyBindingInput telephonyBinding) {
-        // Generated convenience method for createTelephonyBindingWithResponse
-        RequestOptions requestOptions = new RequestOptions();
-        return createTelephonyBindingWithResponse(agentName, BinaryData.fromObject(telephonyBinding), requestOptions)
-            .getValue()
-            .toObject(TelephonyBinding.class);
-    }
-
     /**
      * Update an agent telephony binding
      *
@@ -1352,30 +1340,196 @@ public TelephonyBinding updateTelephonyBinding(String agentName, String bindingI
     }
 
     /**
-     * Create an outbound telephony call job
+     * List agent telephony calls
      *
-     * Creates one durable direct outbound call job. The latest agent definition is resolved when each attempt executes.
+     * Returns the durable inbound call history for the voice agent named in the path.
      *
-     * @param agentName The name of the voice agent that executes the call.
-     * @param idempotencyKey A customer-generated idempotency key. Reusing it with an equivalent request returns the
-     * same call job.
-     * @param body The direct outbound call to create.
+     * @param agentName The name of the voice agent whose calls are listed.
+     * @param provider Filters calls by provider.
+     * @param status Filters calls by lifecycle status.
+     * @param startedAfter Includes calls that started at or after this Unix timestamp in seconds.
+     * @param startedBefore Includes calls that started at or before this Unix timestamp in seconds.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param after A cursor for use in pagination. `after` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.
+     * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
      * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
-     * @return a durable direct or campaign-created outbound call intent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<TelephonyCallSummary> listTelephonyCalls(String agentName, TelephonyProvider provider,
+        TelephonyCallStatus status, OffsetDateTime startedAfter, OffsetDateTime startedBefore, Integer limit,
+        PageOrder order, String after, String before) {
+        // Generated convenience method for listTelephonyCalls
+        RequestOptions requestOptions = new RequestOptions();
+        if (provider != null) {
+            requestOptions.addQueryParam("provider", provider.toString(), false);
+        }
+        if (status != null) {
+            requestOptions.addQueryParam("status", status.toString(), false);
+        }
+        if (startedAfter != null) {
+            requestOptions.addQueryParam("started_after", String.valueOf(startedAfter.toEpochSecond()), false);
+        }
+        if (startedBefore != null) {
+            requestOptions.addQueryParam("started_before", String.valueOf(startedBefore.toEpochSecond()), false);
+        }
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        return serviceClient.listTelephonyCalls(after, agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(TelephonyCallSummary.class));
+    }
+
+    /**
+     * List outbound telephony call jobs
+     *
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Optional lifecycle filter. Allowed values: "accepted",
+     * "waiting_for_schedule", "queued", "dispatching", "in_progress", "waiting_for_retry", "cancellation_requested",
+     * "completed", "blocked", "expired", "failed", "cancelled".</td></tr>
+     * <tr><td>campaign_name</td><td>String</td><td>No</td><td>Current Campaign round: 404 if absent, empty while
+     * deleting. Omit for direct and Campaign jobs. Replacement/name reuse invalidates cursors.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     destination (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     connection_name: String (Required)
+     *     purpose: String (Optional)
+     *     structured_inputs (Optional): {
+     *         String: BinaryData (Required)
+     *     }
+     *     schedule (Optional): {
+     *         not_before: Long (Optional)
+     *         expires_at: Long (Optional)
+     *     }
+     *     id: String (Required)
+     *     agent_name: String (Required)
+     *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
+     *     cancellation (Optional): {
+     *         requested_by: String (Required)
+     *         mode: String (Required)
+     *         requested_at: long (Required)
+     *         revision: long (Required)
+     *     }
+     *     retry_policy (Required): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     attempt_count: int (Required)
+     *     next_attempt_at: Long (Optional)
+     *     terminal_reason: String(no_answer/no_answer_timeout/answer_failed/bridge_cancelled/bridge_failed/voice_session_configuration_invalid/connection_project_mismatch/outbound_connection_changed/outbound_connection_unavailable/telephony_binding_invalid/telephony_binding_not_found/telephony_binding_inactive/telephony_binding_changed/campaign_not_found/campaign_cancelled/campaign_completed/campaign_failed/origination_fence_not_recorded/origination_reconciliation_timeout/cancellation_reconciliation_timeout/provider_callback_timeout_cancellation_reconciliation_timeout) (Optional)
+     *     revision: long (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listTelephonyCallJobs(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.listTelephonyCallJobs(agentName, requestOptions);
+    }
+
+    /**
+     * Delete an outbound telephony call job
+     *
+     * Deletes a terminal, reconciled job (otherwise 409), without cancelling calls or removing Campaign outcomes/call
+     * history. Later GET returns 404; repeated DELETE returns 204.
+     *
+     * @param agentName The owning voice agent.
+     * @param callJobId The call-job identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
      */
     @Generated
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public TelephonyCallJob createTelephonyCallJob(String agentName, String idempotencyKey,
-        CreateTelephonyCallJobInput body) {
-        // Generated convenience method for createTelephonyCallJobWithResponse
+    public Response<Void> deleteTelephonyCallJobWithResponse(String agentName, String callJobId,
+        RequestOptions requestOptions) {
+        return this.serviceClient.deleteTelephonyCallJobWithResponse(agentName, callJobId, requestOptions);
+    }
+
+    /**
+     * Create an agent telephony binding
+     *
+     * Creates a telephony binding for the voice agent named in the path.
+     *
+     * @param agentName The name of the voice agent that owns the binding.
+     * @param binding The provider-specific binding to create.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a telephony binding owned by a voice agent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public TelephonyBinding createTelephonyBinding(String agentName, TelephonyBinding binding) {
+        // Generated convenience method for createTelephonyBindingWithResponse
         RequestOptions requestOptions = new RequestOptions();
-        return createTelephonyCallJobWithResponse(agentName, idempotencyKey, BinaryData.fromObject(body),
-            requestOptions).getValue().toObject(TelephonyCallJob.class);
+        return createTelephonyBindingWithResponse(agentName, BinaryData.fromObject(binding), requestOptions).getValue()
+            .toObject(TelephonyBinding.class);
     }
 
     /**
@@ -1385,7 +1539,6 @@ public TelephonyCallJob createTelephonyCallJob(String agentName, String idempote
      *
      * @param agentName The name of the voice agent whose bindings are listed.
      * @param provider Filters bindings by provider.
-     * @param status Filters bindings by lifecycle status.
      * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
      * default is 20.
      * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
@@ -1407,15 +1560,12 @@ public TelephonyCallJob createTelephonyCallJob(String agentName, String idempote
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
     public PagedIterable<TelephonyBindingListItem> listTelephonyBindings(String agentName, TelephonyProvider provider,
-        TelephonyBindingStatus status, Integer limit, PageOrder order, String after, String before) {
+        Integer limit, PageOrder order, String after, String before) {
         // Generated convenience method for listTelephonyBindings
         RequestOptions requestOptions = new RequestOptions();
         if (provider != null) {
             requestOptions.addQueryParam("provider", provider.toString(), false);
         }
-        if (status != null) {
-            requestOptions.addQueryParam("status", status.toString(), false);
-        }
         if (limit != null) {
             requestOptions.addQueryParam("limit", String.valueOf(limit), false);
         }
@@ -1430,15 +1580,41 @@ public PagedIterable<TelephonyBindingListItem> listTelephonyBindings(String agen
     }
 
     /**
-     * List agent telephony calls
+     * Create an outbound telephony call job
      *
-     * Returns the durable inbound call history for the voice agent named in the path.
+     * Creates one durable outbound CallJob. Each attempt pins the Agent endpoint's execution version for validation and
+     * its voice session.
      *
-     * @param agentName The name of the voice agent whose calls are listed.
-     * @param provider Filters calls by provider.
-     * @param status Filters calls by lifecycle status.
-     * @param startedAfter Includes calls that started at or after this Unix timestamp in seconds.
-     * @param startedBefore Includes calls that started at or before this Unix timestamp in seconds.
+     * @param agentName The name of the voice agent that executes the call.
+     * @param idempotencyKey Customer retry key. Equivalent requests return the same job; retained keys for deleted jobs
+     * return 409 call_job_deleted, never redial.
+     * @param job The direct outbound call to create.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a durable direct or campaign-created outbound call intent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public TelephonyCallJob createTelephonyCallJob(String agentName, String idempotencyKey,
+        TelephonyCallJobCreate job) {
+        // Generated convenience method for createTelephonyCallJobWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return createTelephonyCallJobWithResponse(agentName, idempotencyKey, BinaryData.fromObject(job), requestOptions)
+            .getValue()
+            .toObject(TelephonyCallJob.class);
+    }
+
+    /**
+     * List outbound telephony call jobs
+     *
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     *
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
      * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
      * default is 20.
      * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
@@ -1449,6 +1625,9 @@ public PagedIterable<TelephonyBindingListItem> listTelephonyBindings(String agen
      * @param before A cursor for use in pagination. `before` is an object ID that defines your place in the list.
      * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
      * subsequent call can include before=obj_foo in order to fetch the previous page of the list.
+     * @param status Optional lifecycle filter.
+     * @param campaignName Current Campaign round: 404 if absent, empty while deleting. Omit for direct and Campaign
+     * jobs. Replacement/name reuse invalidates cursors.
      * @throws IllegalArgumentException thrown if parameters fail the validation.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -1459,23 +1638,10 @@ public PagedIterable<TelephonyBindingListItem> listTelephonyBindings(String agen
      */
     @Generated
     @ServiceMethod(returns = ReturnType.COLLECTION)
-    public PagedIterable<TelephonyCallSummary> listTelephonyCalls(String agentName, TelephonyProvider provider,
-        TelephonyCallStatus status, OffsetDateTime startedAfter, OffsetDateTime startedBefore, Integer limit,
-        PageOrder order, String after, String before) {
-        // Generated convenience method for listTelephonyCalls
+    public PagedIterable<TelephonyCallJob> listTelephonyCallJobs(String agentName, Integer limit, PageOrder order,
+        String after, String before, TelephonyCallJobStatus status, String campaignName) {
+        // Generated convenience method for listTelephonyCallJobs
         RequestOptions requestOptions = new RequestOptions();
-        if (provider != null) {
-            requestOptions.addQueryParam("provider", provider.toString(), false);
-        }
-        if (status != null) {
-            requestOptions.addQueryParam("status", status.toString(), false);
-        }
-        if (startedAfter != null) {
-            requestOptions.addQueryParam("started_after", String.valueOf(startedAfter.toEpochSecond()), false);
-        }
-        if (startedBefore != null) {
-            requestOptions.addQueryParam("started_before", String.valueOf(startedBefore.toEpochSecond()), false);
-        }
         if (limit != null) {
             requestOptions.addQueryParam("limit", String.valueOf(limit), false);
         }
@@ -1485,7 +1651,1119 @@ public PagedIterable<TelephonyCallSummary> listTelephonyCalls(String agentName,
         if (before != null) {
             requestOptions.addQueryParam("before", before, false);
         }
-        return serviceClient.listTelephonyCalls(after, agentName, requestOptions)
-            .mapPage(bodyItemValue -> bodyItemValue.toObject(TelephonyCallSummary.class));
+        if (status != null) {
+            requestOptions.addQueryParam("status", status.toString(), false);
+        }
+        if (campaignName != null) {
+            requestOptions.addQueryParam("campaign_name", campaignName, false);
+        }
+        return serviceClient.listTelephonyCallJobs(after, agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(TelephonyCallJob.class));
+    }
+
+    /**
+     * List outbound telephony call jobs
+     *
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     *
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<TelephonyCallJob> listTelephonyCallJobs(String agentName) {
+        // Generated convenience method for listTelephonyCallJobs
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.listTelephonyCallJobs(null, agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(TelephonyCallJob.class));
+    }
+
+    /**
+     * Delete an outbound telephony call job
+     *
+     * Deletes a terminal, reconciled job (otherwise 409), without cancelling calls or removing Campaign outcomes/call
+     * history. Later GET returns 404; repeated DELETE returns 204.
+     *
+     * @param agentName The owning voice agent.
+     * @param callJobId The call-job identifier.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public void deleteTelephonyCallJob(String agentName, String callJobId) {
+        // Generated convenience method for deleteTelephonyCallJobWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        deleteTelephonyCallJobWithResponse(agentName, callJobId, requestOptions).getValue();
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Retry key: matching submitted inputs and original If-Match
+     * replay the saved monitor before current-state checks. Conflicting reuse returns 409 operation_id_conflict;
+     * retained creation keys after deletion return 409 campaign_deleted.</td></tr>
+     * <tr><td>If-Match</td><td>String</td><td>No</td><td>Required with a fresh Operation-Id for failed-state
+     * replacement; no wildcards. Changed input without it returns 409. Missing replacement ID: 400; stale token/absent
+     * resource: 412; other states: 409.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link SyncPoller} for polling of agent-owned outbound call Campaign.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<BinaryData, BinaryData> beginCreateCampaign(String agentName, String campaignName,
+        BinaryData campaign, RequestOptions requestOptions) {
+        return this.serviceClient.beginCreateCampaign(agentName, campaignName, campaign, requestOptions);
+    }
+
+    /**
+     * Get a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients. Absent or deleted Campaigns return
+     * 404.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>operation_id</td><td>String</td><td>No</td><td>Original response's Operation-Id guards its instance/round
+     * and survives same-round actions. Replacement/name reuse: 409 campaign_operation_mismatch;
+     * missing/expired/wrong-scope operation: 404.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getCampaignWithResponse(String agentName, String campaignName,
+        RequestOptions requestOptions) {
+        return this.serviceClient.getCampaignWithResponse(agentName, campaignName, requestOptions);
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter by Campaign business state. Allowed values: "validating",
+     * "running", "cancelling", "completed", "failed", "cancelled", "deleting".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position as paginated
+     * response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listCampaigns(String agentName, RequestOptions requestOptions) {
+        return this.serviceClient.listCampaigns(agentName, requestOptions);
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key, generated if omitted. Original
+     * If-Match/key replays 202 even after deletion/name reuse, never touching a replacement; conflicts return 409.
+     * Failed cancellation needs a fresh key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link SyncPoller} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<BinaryData, BinaryData> beginCancelCampaign(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        return this.serviceClient.beginCancelCampaign(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key. Original If-Match/key replays 202 even
+     * after deletion/name reuse, never touching a new instance; conflicts return 409. Failed cleanup needs a fresh
+     * key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link SyncPoller} for polling of long-running operation.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<BinaryData, Void> beginDeleteCampaign(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        return this.serviceClient.beginDeleteCampaign(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort invalid rows by their original row_number. Allowed values:
+     * "asc", "desc".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     row_number: long (Required)
+     *     error (Required): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return error-only page as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listCampaignValidationErrors(String agentName, String campaignName,
+        RequestOptions requestOptions) {
+        return this.serviceClient.listCampaignValidationErrors(agentName, campaignName, requestOptions);
+    }
+
+    /**
+     * Get a campaign operation
+     *
+     * Gets the initiating operation's status. PUT/cancel pollers finish with a guarded Campaign GET; deletion completes
+     * without a resource result.
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Headers</strong></p>
+     * <table border="1">
+     * <caption>Response Headers</caption>
+     * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
+     * <tr><td>Retry-After</td><td>int</td><td>Recommended number of seconds to wait before polling again.</td></tr>
+     * </table>
+     *
+     * @param agentName Owning Agent.
+     * @param campaignName Immutable Campaign name.
+     * @param operationId Operation-Id from the initiating response. Saved project/Agent authorization still applies
+     * after resource deletion.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a campaign operation
+     *
+     * Gets the initiating operation's status along with {@link Response}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getCampaignOperationWithResponse(String agentName, String campaignName,
+        String operationId, RequestOptions requestOptions) {
+        return this.serviceClient.getCampaignOperationWithResponse(agentName, campaignName, operationId,
+            requestOptions);
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param operationId Retry key: matching submitted inputs and original If-Match replay the saved monitor before
+     * current-state checks. Conflicting reuse returns 409 operation_id_conflict; retained creation keys after deletion
+     * return 409 campaign_deleted.
+     * @param ifMatch Required with a fresh Operation-Id for failed-state replacement; no wildcards. Changed input
+     * without it returns 409. Missing replacement ID: 400; stale token/absent resource: 412; other states: 409.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link SyncPoller} for polling of agent-owned outbound call Campaign.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<TelephonyCampaignOperation, TelephonyCampaign> beginCreateCampaign(String agentName,
+        String campaignName, TelephonyCampaign campaign, String operationId, String ifMatch) {
+        // Generated convenience method for beginCreateCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        if (operationId != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
+        }
+        if (ifMatch != null) {
+            requestOptions.setHeader(HttpHeaderName.IF_MATCH, ifMatch);
+        }
+        return serviceClient.beginCreateCampaignWithModel(agentName, campaignName, BinaryData.fromObject(campaign),
+            requestOptions);
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link SyncPoller} for polling of agent-owned outbound call Campaign.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<TelephonyCampaignOperation, TelephonyCampaign> beginCreateCampaign(String agentName,
+        String campaignName, TelephonyCampaign campaign) {
+        // Generated convenience method for beginCreateCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.beginCreateCampaignWithModel(agentName, campaignName, BinaryData.fromObject(campaign),
+            requestOptions);
+    }
+
+    /**
+     * Get a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients. Absent or deleted Campaigns return
+     * 404.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param operationId Original response's Operation-Id guards its instance/round and survives same-round actions.
+     * Replacement/name reuse: 409 campaign_operation_mismatch; missing/expired/wrong-scope operation: 404.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public TelephonyCampaign getCampaign(String agentName, String campaignName, String operationId) {
+        // Generated convenience method for getCampaignWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        if (operationId != null) {
+            requestOptions.addQueryParam("operation_id", operationId, false);
+        }
+        return getCampaignWithResponse(agentName, campaignName, requestOptions).getValue()
+            .toObject(TelephonyCampaign.class);
+    }
+
+    /**
+     * Get a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients. Absent or deleted Campaigns return
+     * 404.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public TelephonyCampaign getCampaign(String agentName, String campaignName) {
+        // Generated convenience method for getCampaignWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getCampaignWithResponse(agentName, campaignName, requestOptions).getValue()
+            .toObject(TelephonyCampaign.class);
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param order Sort order by the `created_at` timestamp of the objects. `asc` for ascending order and`desc`
+     * for descending order.
+     * @param before Opaque first_id for backward paging with unchanged scope/filters/order; exclusive with after.
+     * @param status Filter by Campaign business state.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position as paginated
+     * response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<TelephonyCampaign> listCampaigns(String agentName, Integer limit, PageOrder order,
+        String before, TelephonyCampaignStatus status) {
+        // Generated convenience method for listCampaigns
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        if (status != null) {
+            requestOptions.addQueryParam("status", status.toString(), false);
+        }
+        return serviceClient.listCampaigns(null, agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(TelephonyCampaign.class));
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position as paginated
+     * response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<TelephonyCampaign> listCampaigns(String agentName) {
+        // Generated convenience method for listCampaigns
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.listCampaigns(null, agentName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(TelephonyCampaign.class));
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param operationId Optional retry key, generated if omitted. Original If-Match/key replays 202 even after
+     * deletion/name reuse, never touching a replacement; conflicts return 409. Failed cancellation needs a fresh
+     * key/current token.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link SyncPoller} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<TelephonyCampaignOperation, TelephonyCampaign> beginCancelCampaign(String agentName,
+        String campaignName, String ifMatch, String operationId) {
+        // Generated convenience method for beginCancelCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        if (operationId != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
+        }
+        return serviceClient.beginCancelCampaignWithModel(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link SyncPoller} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<TelephonyCampaignOperation, TelephonyCampaign> beginCancelCampaign(String agentName,
+        String campaignName, String ifMatch) {
+        // Generated convenience method for beginCancelCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.beginCancelCampaignWithModel(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param operationId Optional retry key. Original If-Match/key replays 202 even after deletion/name reuse, never
+     * touching a new instance; conflicts return 409. Failed cleanup needs a fresh key/current token.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link SyncPoller} for polling of long-running operation.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<TelephonyCampaignOperation, Void> beginDeleteCampaign(String agentName, String campaignName,
+        String ifMatch, String operationId) {
+        // Generated convenience method for beginDeleteCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        if (operationId != null) {
+            requestOptions.setHeader(HttpHeaderName.fromString("Operation-Id"), operationId);
+        }
+        return serviceClient.beginDeleteCampaignWithModel(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return the {@link SyncPoller} for polling of long-running operation.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<TelephonyCampaignOperation, Void> beginDeleteCampaign(String agentName, String campaignName,
+        String ifMatch) {
+        // Generated convenience method for beginDeleteCampaignWithModel
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.beginDeleteCampaignWithModel(agentName, campaignName, ifMatch, requestOptions);
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @param limit A limit on the number of objects to be returned. Limit can range between 1 and 100, and the
+     * default is 20.
+     * @param before Opaque first_id for backward paging with unchanged scope/filters/order; exclusive with after.
+     * @param order Sort invalid rows by their original row_number.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return error-only page as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<TelephonyCampaignValidationError> listCampaignValidationErrors(String agentName,
+        String campaignName, Integer limit, String before, PageOrder order) {
+        // Generated convenience method for listCampaignValidationErrors
+        RequestOptions requestOptions = new RequestOptions();
+        if (limit != null) {
+            requestOptions.addQueryParam("limit", String.valueOf(limit), false);
+        }
+        if (before != null) {
+            requestOptions.addQueryParam("before", before, false);
+        }
+        if (order != null) {
+            requestOptions.addQueryParam("order", order.toString(), false);
+        }
+        return serviceClient.listCampaignValidationErrors(null, agentName, campaignName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(TelephonyCampaignValidationError.class));
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return error-only page as paginated response with {@link PagedIterable}.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<TelephonyCampaignValidationError> listCampaignValidationErrors(String agentName,
+        String campaignName) {
+        // Generated convenience method for listCampaignValidationErrors
+        RequestOptions requestOptions = new RequestOptions();
+        return serviceClient.listCampaignValidationErrors(null, agentName, campaignName, requestOptions)
+            .mapPage(bodyItemValue -> bodyItemValue.toObject(TelephonyCampaignValidationError.class));
+    }
+
+    /**
+     * Get a campaign operation
+     *
+     * Gets the initiating operation's status. PUT/cancel pollers finish with a guarded Campaign GET; deletion completes
+     * without a resource result.
+     *
+     * @param agentName Owning Agent.
+     * @param campaignName Immutable Campaign name.
+     * @param operationId Operation-Id from the initiating response. Saved project/Agent authorization still applies
+     * after resource deletion.
+     * @throws IllegalArgumentException thrown if parameters fail the validation.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @throws RuntimeException all other wrapped checked exceptions if the request fails to be sent.
+     * @return a campaign operation
+     *
+     * Gets the initiating operation's status.
+     */
+    @Generated
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public TelephonyCampaignOperation getCampaignOperation(String agentName, String campaignName, String operationId) {
+        // Generated convenience method for getCampaignOperationWithResponse
+        RequestOptions requestOptions = new RequestOptions();
+        return getCampaignOperationWithResponse(agentName, campaignName, operationId, requestOptions).getValue()
+            .toObject(TelephonyCampaignOperation.class);
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java
index 4af5042801ecc..48ddd1f600ea3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsClientImpl.java
@@ -94,6 +94,20 @@ public BetaVoiceAgentsConversationsImpl getBetaVoiceAgentsConversations() {
         return this.betaVoiceAgentsConversations;
     }
 
+    /**
+     * The BetaVoiceAgentsLiveConversationsImpl object to access its operations.
+     */
+    private final BetaVoiceAgentsLiveConversationsImpl betaVoiceAgentsLiveConversations;
+
+    /**
+     * Gets the BetaVoiceAgentsLiveConversationsImpl object to access its operations.
+     *
+     * @return the BetaVoiceAgentsLiveConversationsImpl object.
+     */
+    public BetaVoiceAgentsLiveConversationsImpl getBetaVoiceAgentsLiveConversations() {
+        return this.betaVoiceAgentsLiveConversations;
+    }
+
     /**
      * The BetaVoiceAgentsTelephoniesImpl object to access its operations.
      */
@@ -213,6 +227,7 @@ public AgentsClientImpl(HttpPipeline httpPipeline, SerializerAdapter serializerA
         this.endpoint = endpoint;
         this.serviceVersion = serviceVersion;
         this.betaVoiceAgentsConversations = new BetaVoiceAgentsConversationsImpl(this);
+        this.betaVoiceAgentsLiveConversations = new BetaVoiceAgentsLiveConversationsImpl(this);
         this.betaVoiceAgentsTelephonies = new BetaVoiceAgentsTelephoniesImpl(this);
         this.betaMemoryStores = new BetaMemoryStoresImpl(this);
         this.betaAgents = new BetaAgentsImpl(this);
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsServicePollUtils.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsServicePollUtils.java
index dd9a4d7513cf9..1a9e66608c4d6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsServicePollUtils.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/AgentsServicePollUtils.java
@@ -4,9 +4,17 @@
 package com.azure.ai.agents.implementation;
 
 import com.azure.ai.agents.models.MemoryStoreUpdateStatus;
+import com.azure.core.exception.AzureException;
+import com.azure.core.http.HttpHeaderName;
+import com.azure.core.http.HttpMethod;
+import com.azure.core.http.rest.RequestOptions;
+import com.azure.core.http.rest.Response;
 import com.azure.core.util.BinaryData;
+import com.azure.core.util.Context;
+import com.azure.core.util.logging.ClientLogger;
 import com.azure.core.util.polling.LongRunningOperationStatus;
 import com.azure.core.util.polling.PollResponse;
+import com.azure.core.util.polling.PollingContext;
 import com.azure.core.util.serializer.TypeReference;
 import java.util.Map;
 
@@ -20,6 +28,10 @@
  * <p>This class is package-private; it is <b>not</b> part of the public API.</p>
  */
 final class AgentsServicePollUtils {
+    private static final ClientLogger LOGGER = new ClientLogger(AgentsServicePollUtils.class);
+    private static final HttpHeaderName OPERATION_ID = HttpHeaderName.fromString("Operation-Id");
+    private static final String CAMPAIGN_OPERATION_ID = "campaignOperationId";
+
     private static final TypeReference<Map<String, Object>> MAP_TYPE_REFERENCE
         = new TypeReference<Map<String, Object>>() {
         };
@@ -39,6 +51,72 @@ static String getOptimizationPollingUrl(Object initialResponse, String endpoint)
         return endpoint + (endpoint.endsWith("/") ? "" : "/") + "agent_optimization_jobs/" + jobId;
     }
 
+    static boolean canPollCampaign(Response<?> response) {
+        int statusCode = response.getStatusCode();
+        return statusCode == 200
+            || statusCode == 201
+            || statusCode == 202
+            || (statusCode == 204 && response.getRequest().getHttpMethod() == HttpMethod.DELETE);
+    }
+
+    static boolean initializeCampaignPollingContext(Response<?> response, PollingContext<?> pollingContext) {
+        HttpMethod method = response.getRequest().getHttpMethod();
+        pollingContext.setData(PollingUtils.HTTP_METHOD, method.name());
+        if (method == HttpMethod.DELETE && response.getStatusCode() == 204) {
+            return true;
+        }
+        int statusCode = response.getStatusCode();
+        if (statusCode != 200 && statusCode != 201 && statusCode != 202) {
+            throw LOGGER.logExceptionAsError(
+                new AzureException("Campaign operation failed with HTTP status " + statusCode + "."));
+        }
+        String pollingUrl = response.getHeaders().getValue(PollingUtils.OPERATION_LOCATION_HEADER);
+        if (pollingUrl == null || pollingUrl.isEmpty()) {
+            throw LOGGER.logExceptionAsError(
+                new IllegalStateException("Campaign operation response is missing Operation-Location."));
+        }
+        if (method != HttpMethod.DELETE) {
+            String operationId = response.getHeaders().getValue(OPERATION_ID);
+            if (operationId == null || operationId.isEmpty()) {
+                throw LOGGER.logExceptionAsError(
+                    new IllegalStateException("Campaign operation response is missing Operation-Id."));
+            }
+            pollingContext.setData(CAMPAIGN_OPERATION_ID, operationId);
+        }
+        return false;
+    }
+
+    static boolean isCompletedCampaignDeletion(PollingContext<?> pollingContext) {
+        LongRunningOperationStatus status = pollingContext.getLatestResponse().getStatus();
+        if (status == LongRunningOperationStatus.FAILED) {
+            throw LOGGER.logExceptionAsError(new AzureException("Long running operation failed."));
+        } else if (status == LongRunningOperationStatus.USER_CANCELLED) {
+            throw LOGGER.logExceptionAsError(new AzureException("Long running operation cancelled."));
+        } else if (status != LongRunningOperationStatus.SUCCESSFULLY_COMPLETED) {
+            throw LOGGER
+                .logExceptionAsError(new IllegalStateException("Campaign operation has not completed successfully."));
+        }
+        return HttpMethod.DELETE.name().equals(pollingContext.getData(PollingUtils.HTTP_METHOD));
+    }
+
+    static RequestOptions getCampaignFinalRequestOptions(PollingContext<?> pollingContext, Context context) {
+        String operationId = pollingContext.getData(CAMPAIGN_OPERATION_ID);
+        if (operationId == null || operationId.isEmpty()) {
+            throw LOGGER.logExceptionAsError(
+                new IllegalStateException("Campaign polling context is missing the original Operation-Id."));
+        }
+        return new RequestOptions().setContext(context).addQueryParam("operation_id", operationId);
+    }
+
+    static BinaryData getCampaignResponseBody(Response<BinaryData> response) {
+        BinaryData body = response.getValue();
+        if (body == null || (body.getLength() != null && body.getLength() == 0)) {
+            throw LOGGER
+                .logExceptionAsError(new IllegalStateException("Campaign final GET did not contain a response body."));
+        }
+        return body;
+    }
+
     /**
      * Remaps a {@link PollResponse} whose status may contain a custom service terminal state
      * ({@code "completed"}, {@code "superseded"}) that the base {@code OperationResourcePollingStrategy}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsConversationsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsConversationsImpl.java
index 2e27f33269546..bcb9ffe2f1226 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsConversationsImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsConversationsImpl.java
@@ -1110,7 +1110,7 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -1148,7 +1148,6 @@ public Response<Void> deleteAgentConversationWithResponse(String agentName, Stri
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -1226,7 +1225,7 @@ private Mono<PagedResponse<BinaryData>> listAgentConversationResponsesSinglePage
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -1264,7 +1263,6 @@ private Mono<PagedResponse<BinaryData>> listAgentConversationResponsesSinglePage
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -1364,7 +1362,7 @@ public PagedFlux<BinaryData> listAgentConversationResponsesAsync(String initialC
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -1402,7 +1400,6 @@ public PagedFlux<BinaryData> listAgentConversationResponsesAsync(String initialC
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -1478,7 +1475,7 @@ private PagedResponse<BinaryData> listAgentConversationResponsesSinglePage(Strin
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -1516,7 +1513,6 @@ private PagedResponse<BinaryData> listAgentConversationResponsesSinglePage(Strin
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -1595,7 +1591,7 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String initialCo
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -1633,7 +1629,6 @@ public PagedIterable<BinaryData> listAgentConversationResponses(String initialCo
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -1691,7 +1686,7 @@ public Mono<Response<BinaryData>> getAgentConversationResponseWithResponseAsync(
      *     }
      *     output (Optional): [
      *          (Optional){
-     *             type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *             type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      *         }
      *     ]
      *     metadata (Optional): {
@@ -1729,7 +1724,6 @@ public Mono<Response<BinaryData>> getAgentConversationResponseWithResponseAsync(
      *             voice_type: String(openai/azure-standard/azure-custom/azure-personal/avatar-voice-sync/azure-realtime-native) (Optional)
      *             voice_locale: String (Optional)
      *             format (Optional): {
-     *                 type: String(audio/pcm/audio/pcmu/audio/pcma) (Required)
      *             }
      *         }
      *     }
@@ -1793,7 +1787,7 @@ public Response<BinaryData> getAgentConversationResponseWithResponse(String agen
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -1853,7 +1847,7 @@ private Mono<PagedResponse<BinaryData>> listAgentConversationResponseItemsSingle
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -1936,7 +1930,7 @@ public PagedFlux<BinaryData> listAgentConversationResponseItemsAsync(String init
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -1994,7 +1988,7 @@ private PagedResponse<BinaryData> listAgentConversationResponseItemsSinglePage(S
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -2076,7 +2070,7 @@ public PagedIterable<BinaryData> listAgentConversationResponseItems(String initi
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -2133,7 +2127,7 @@ private Mono<PagedResponse<BinaryData>> listAgentConversationItemsSinglePageAsyn
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -2212,7 +2206,7 @@ public PagedFlux<BinaryData> listAgentConversationItemsAsync(String initialConti
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -2267,7 +2261,7 @@ private PagedResponse<BinaryData> listAgentConversationItemsSinglePage(String ag
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -2328,7 +2322,7 @@ public PagedIterable<BinaryData> listAgentConversationItems(String initialContin
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -2367,7 +2361,7 @@ public Mono<Response<BinaryData>> getAgentConversationItemWithResponseAsync(Stri
      * <pre>
      * {@code
      * {
-     *     type: String(function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
+     *     type: String(system_tool/function_call/function_call_output/mcp_approval_response/mcp_list_tools/mcp_call/mcp_approval_request/message) (Required)
      * }
      * }
      * </pre>
@@ -2757,8 +2751,8 @@ public Response<BinaryData> downloadAgentConversationGeneratedAudioItemWithRespo
      *     sample_rate: int (Required)
      *     channels: int (Required)
      *     channel_layout (Required): {
-     *         left: String (Required)
-     *         right: String (Required)
+     *         left: String(user/agent) (Required)
+     *         right: String(user/agent) (Required)
      *     }
      *     duration_ms: long (Required)
      *     blob_uri: String (Optional)
@@ -2809,8 +2803,8 @@ public Mono<Response<BinaryData>> getAgentConversationAudioWithResponseAsync(Str
      *     sample_rate: int (Required)
      *     channels: int (Required)
      *     channel_layout (Required): {
-     *         left: String (Required)
-     *         right: String (Required)
+     *         left: String(user/agent) (Required)
+     *         right: String(user/agent) (Required)
      *     }
      *     duration_ms: long (Required)
      *     blob_uri: String (Optional)
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsLiveConversationsImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsLiveConversationsImpl.java
new file mode 100644
index 0000000000000..61292e2e055b3
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsLiveConversationsImpl.java
@@ -0,0 +1,1508 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.implementation;
+
+import com.azure.ai.agents.AgentsServiceVersion;
+import com.azure.core.annotation.Delete;
+import com.azure.core.annotation.ExpectedResponses;
+import com.azure.core.annotation.Get;
+import com.azure.core.annotation.HeaderParam;
+import com.azure.core.annotation.Host;
+import com.azure.core.annotation.HostParam;
+import com.azure.core.annotation.PathParam;
+import com.azure.core.annotation.QueryParam;
+import com.azure.core.annotation.ReturnType;
+import com.azure.core.annotation.ServiceInterface;
+import com.azure.core.annotation.ServiceMethod;
+import com.azure.core.annotation.UnexpectedResponseExceptionType;
+import com.azure.core.exception.ClientAuthenticationException;
+import com.azure.core.exception.HttpResponseException;
+import com.azure.core.exception.ResourceModifiedException;
+import com.azure.core.exception.ResourceNotFoundException;
+import com.azure.core.http.rest.PagedFlux;
+import com.azure.core.http.rest.PagedIterable;
+import com.azure.core.http.rest.PagedResponse;
+import com.azure.core.http.rest.PagedResponseBase;
+import com.azure.core.http.rest.RequestOptions;
+import com.azure.core.http.rest.Response;
+import com.azure.core.http.rest.RestProxy;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Context;
+import com.azure.core.util.FluxUtil;
+import com.azure.core.util.UrlBuilder;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import reactor.core.publisher.Mono;
+
+/**
+ * An instance of this class provides access to all the operations defined in BetaVoiceAgentsLiveConversations.
+ */
+public final class BetaVoiceAgentsLiveConversationsImpl {
+
+    /**
+     * The proxy service used to perform REST calls.
+     */
+    private final BetaVoiceAgentsLiveConversationsService service;
+
+    /**
+     * The service client containing this operation class.
+     */
+    private final AgentsClientImpl client;
+
+    /**
+     * Initializes an instance of BetaVoiceAgentsLiveConversationsImpl.
+     *
+     * @param client the instance of the service client containing this operation class.
+     */
+    BetaVoiceAgentsLiveConversationsImpl(AgentsClientImpl client) {
+        this.service = RestProxy.create(BetaVoiceAgentsLiveConversationsService.class, client.getHttpPipeline(),
+            client.getSerializerAdapter());
+        this.client = client;
+    }
+
+    /**
+     * Gets Service version.
+     *
+     * @return the serviceVersion value.
+     */
+    public AgentsServiceVersion getServiceVersion() {
+        return client.getServiceVersion();
+    }
+
+    /**
+     * The interface defining all the services for AgentsClientBetaVoiceAgentsLiveConversations to be used by the proxy
+     * service to perform REST calls.
+     */
+    @Host("{endpoint}")
+    @ServiceInterface(name = "AgentsClientBetaVoiceAgentsLiveConversations")
+    public interface BetaVoiceAgentsLiveConversationsService {
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> listAgentConversations(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> listAgentConversationsSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> getAgentConversation(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> getAgentConversationSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<Void>> deleteAgentConversation(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<Void> deleteAgentConversationSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/items")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> listAgentConversationItems(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/items")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> listAgentConversationItemsSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/items/{item_id}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> getAgentConversationItem(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @PathParam("item_id") String itemId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/items/{item_id}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> getAgentConversationItemSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @PathParam("item_id") String itemId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/items/{item_id}/audio")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> getAgentConversationAudioItem(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @PathParam("item_id") String itemId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/items/{item_id}/audio")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> getAgentConversationAudioItemSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @PathParam("item_id") String itemId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/items/{item_id}/audio/content")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> downloadAgentConversationAudioItem(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @PathParam("item_id") String itemId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/items/{item_id}/audio/content")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> downloadAgentConversationAudioItemSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @PathParam("item_id") String itemId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/audio")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> getAgentConversationAudio(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/audio")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> getAgentConversationAudioSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/audio/content")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> downloadAgentConversationAudio(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/endpoint/protocols/voice/live/conversations/{conversation_id}/audio/content")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> downloadAgentConversationAudioSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("conversation_id") String conversationId,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<PagedResponse<BinaryData>> listAgentConversationsSinglePageAsync(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listAgentConversations(this.client.getEndpoint(), agentName,
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null));
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listAgentConversationsAsync(String agentName, RequestOptions requestOptions) {
+        return listAgentConversationsAsync(null, agentName, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listAgentConversationsAsync(String initialContinuationToken, String agentName,
+        RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listAgentConversationsSinglePageAsync(agentName, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listAgentConversationsSinglePageAsync(agentName, requestOptionsLocal);
+        });
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private PagedResponse<BinaryData> listAgentConversationsSinglePage(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        Response<BinaryData> res = service.listAgentConversationsSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null);
+    }
+
+    /**
+     * List Live voice agent conversations
+     *
+     * Lists stored Live conversations for this agent, including sessions stored via an override.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listAgentConversations(String agentName, RequestOptions requestOptions) {
+        return listAgentConversations(null, agentName, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listAgentConversations(String initialContinuationToken, String agentName,
+        RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listAgentConversationsSinglePage(agentName, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listAgentConversationsSinglePage(agentName, requestOptionsLocal);
+        });
+    }
+
+    /**
+     * Get a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately. Returns 404 if absent or not stored.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately along with {@link Response} on successful completion of
+     * {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getAgentConversationWithResponseAsync(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getAgentConversation(this.client.getEndpoint(), agentName,
+            conversationId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately. Returns 404 if absent or not stored.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     object: String (Required)
+     *     status: String(in_progress/completed/failed) (Required)
+     *     created_at: long (Required)
+     *     completed_at: Long (Optional)
+     *     metadata (Optional): {
+     *         String: String (Required)
+     *     }
+     *     last_error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     usage (Optional): {
+     *         seconds: double (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live voice agent conversation
+     *
+     * Gets a stored Live conversation; fetch items separately along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAgentConversationWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getAgentConversationSync(this.client.getEndpoint(), agentName, conversationId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Delete a Live voice agent conversation
+     *
+     * Deletes the stored conversation and its items/audio, without closing the Live session.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> deleteAgentConversationWithResponseAsync(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.deleteAgentConversation(this.client.getEndpoint(), agentName,
+            conversationId, this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Delete a Live voice agent conversation
+     *
+     * Deletes the stored conversation and its items/audio, without closing the Live session.
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> deleteAgentConversationWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return service.deleteAgentConversationSync(this.client.getEndpoint(), agentName, conversationId,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<PagedResponse<BinaryData>> listAgentConversationItemsSinglePageAsync(String agentName,
+        String conversationId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listAgentConversationItems(this.client.getEndpoint(), agentName,
+                conversationId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null));
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listAgentConversationItemsAsync(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return listAgentConversationItemsAsync(null, agentName, conversationId, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listAgentConversationItemsAsync(String initialContinuationToken, String agentName,
+        String conversationId, RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listAgentConversationItemsSinglePageAsync(agentName, conversationId, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listAgentConversationItemsSinglePageAsync(agentName, conversationId, requestOptionsLocal);
+        });
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private PagedResponse<BinaryData> listAgentConversationItemsSinglePage(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        Response<BinaryData> res = service.listAgentConversationItemsSync(this.client.getEndpoint(), agentName,
+            conversationId, this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null);
+    }
+
+    /**
+     * List items in a Live voice agent conversation
+     *
+     * Lists stored speech and delegation items in order; cursors use item IDs. Returns 404 if the conversation is
+     * absent or not stored.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listAgentConversationItems(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        return listAgentConversationItems(null, agentName, conversationId, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listAgentConversationItems(String initialContinuationToken, String agentName,
+        String conversationId, RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listAgentConversationItemsSinglePage(agentName, conversationId, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listAgentConversationItemsSinglePage(agentName, conversationId, requestOptionsLocal);
+        });
+    }
+
+    /**
+     * Get a Live voice agent conversation item
+     *
+     * Gets a stored item by ID. Returns 404 if the item or conversation is absent.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live voice agent conversation item
+     *
+     * Gets a stored item by ID along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getAgentConversationItemWithResponseAsync(String agentName, String conversationId,
+        String itemId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getAgentConversationItem(this.client.getEndpoint(), agentName,
+            conversationId, itemId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get a Live voice agent conversation item
+     *
+     * Gets a stored item by ID. Returns 404 if the item or conversation is absent.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     type: String(input/output/delegation) (Required)
+     *     id: String (Required)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live voice agent conversation item
+     *
+     * Gets a stored item by ID along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAgentConversationItemWithResponse(String agentName, String conversationId,
+        String itemId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getAgentConversationItemSync(this.client.getEndpoint(), agentName, conversationId, itemId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Get a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata. BYOS uses unsigned blob_uri. Returns 404 for missing audio, conversations
+     * not stored, or delegation items.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     conversation_id: String (Required)
+     *     item_id: String (Required)
+     *     role: String(user/agent) (Optional)
+     *     format: String(wav) (Optional)
+     *     codec: String(pcm16/pcmu/pcma) (Optional)
+     *     sample_rate: Integer (Optional)
+     *     channels: Integer (Optional)
+     *     start_offset_ms: Long (Optional)
+     *     duration_ms: Long (Optional)
+     *     blob_uri: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getAgentConversationAudioItemWithResponseAsync(String agentName,
+        String conversationId, String itemId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.getAgentConversationAudioItem(this.client.getEndpoint(), agentName,
+                conversationId, itemId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata. BYOS uses unsigned blob_uri. Returns 404 for missing audio, conversations
+     * not stored, or delegation items.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     conversation_id: String (Required)
+     *     item_id: String (Required)
+     *     role: String(user/agent) (Optional)
+     *     format: String(wav) (Optional)
+     *     codec: String(pcm16/pcmu/pcma) (Optional)
+     *     sample_rate: Integer (Optional)
+     *     channels: Integer (Optional)
+     *     start_offset_ms: Long (Optional)
+     *     duration_ms: Long (Optional)
+     *     blob_uri: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live conversation item's audio metadata
+     *
+     * Gets captured speech-audio metadata along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAgentConversationAudioItemWithResponse(String agentName, String conversationId,
+        String itemId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getAgentConversationAudioItemSync(this.client.getEndpoint(), agentName, conversationId, itemId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Stream a Live conversation item's audio
+     *
+     * Streams captured speech as WAV. BYOS returns 409; use blob_uri. Returns 404 for missing audio, conversations not
+     * stored, or delegation items.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> downloadAgentConversationAudioItemWithResponseAsync(String agentName,
+        String conversationId, String itemId, RequestOptions requestOptions) {
+        final String accept = "audio/wav";
+        return FluxUtil
+            .withContext(context -> service.downloadAgentConversationAudioItem(this.client.getEndpoint(), agentName,
+                conversationId, itemId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Stream a Live conversation item's audio
+     *
+     * Streams captured speech as WAV. BYOS returns 409; use blob_uri. Returns 404 for missing audio, conversations not
+     * stored, or delegation items.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param itemId The id returned on the persisted item.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> downloadAgentConversationAudioItemWithResponse(String agentName, String conversationId,
+        String itemId, RequestOptions requestOptions) {
+        final String accept = "audio/wav";
+        return service.downloadAgentConversationAudioItemSync(this.client.getEndpoint(), agentName, conversationId,
+            itemId, this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Get a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right). BYOS uses unsigned blob_uri. Returns 404 for
+     * no audio, or 409 recording_not_ready/recording_unavailable for pending/failed finalization; pending responses may
+     * include Retry-After.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     conversation_id: String (Required)
+     *     format: String(wav) (Required)
+     *     sample_rate: int (Required)
+     *     channels: int (Required)
+     *     channel_layout (Required): {
+     *         left: String(user/agent) (Required)
+     *         right: String(user/agent) (Required)
+     *     }
+     *     duration_ms: long (Required)
+     *     blob_uri: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right) along with {@link Response} on successful
+     * completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getAgentConversationAudioWithResponseAsync(String agentName,
+        String conversationId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getAgentConversationAudio(this.client.getEndpoint(), agentName,
+            conversationId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right). BYOS uses unsigned blob_uri. Returns 404 for
+     * no audio, or 409 recording_not_ready/recording_unavailable for pending/failed finalization; pending responses may
+     * include Retry-After.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     conversation_id: String (Required)
+     *     format: String(wav) (Required)
+     *     sample_rate: int (Required)
+     *     channels: int (Required)
+     *     channel_layout (Required): {
+     *         left: String(user/agent) (Required)
+     *         right: String(user/agent) (Required)
+     *     }
+     *     duration_ms: long (Required)
+     *     blob_uri: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a Live conversation's merged recording metadata
+     *
+     * Gets merged stereo recording metadata (user left, assistant right) along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getAgentConversationAudioWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getAgentConversationAudioSync(this.client.getEndpoint(), agentName, conversationId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Stream a Live conversation's merged recording
+     *
+     * Streams the merged stereo WAV. BYOS returns 409; use blob_uri. Returns 404 for no audio, or 409
+     * recording_not_ready/recording_unavailable for pending/failed finalization.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> downloadAgentConversationAudioWithResponseAsync(String agentName,
+        String conversationId, RequestOptions requestOptions) {
+        final String accept = "audio/wav";
+        return FluxUtil.withContext(context -> service.downloadAgentConversationAudio(this.client.getEndpoint(),
+            agentName, conversationId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Stream a Live conversation's merged recording
+     *
+     * Streams the merged stereo WAV. BYOS returns 409; use blob_uri. Returns 404 for no audio, or 409
+     * recording_not_ready/recording_unavailable for pending/failed finalization.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * BinaryData
+     * }
+     * </pre>
+     *
+     * @param agentName The name of the Live voice agent.
+     * @param conversationId The Foundry conversation ID returned in session.started.conversation_id.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response body along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> downloadAgentConversationAudioWithResponse(String agentName, String conversationId,
+        RequestOptions requestOptions) {
+        final String accept = "audio/wav";
+        return service.downloadAgentConversationAudioSync(this.client.getEndpoint(), agentName, conversationId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    private List<BinaryData> getValues(BinaryData binaryData, String... path) {
+        try {
+            Object value = binaryData.toObject(Map.class);
+            for (String segment : path) {
+                value = ((Map<?, ?>) value).get(segment);
+            }
+            List<?> values = (List<?>) value;
+            return values.stream().map(BinaryData::fromObject).collect(Collectors.toList());
+        } catch (RuntimeException e) {
+            return null;
+        }
+    }
+
+    private String getNextLink(BinaryData binaryData, String... path) {
+        try {
+            Object value = binaryData.toObject(Map.class);
+            if (Boolean.FALSE.equals(((Map<?, ?>) value).get("has_more"))) {
+                return null;
+            }
+            for (String segment : path) {
+                value = ((Map<?, ?>) value).get(segment);
+            }
+            return (String) value;
+        } catch (RuntimeException e) {
+            return null;
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java
index 3524ee5a40079..a40f81543c2d4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/BetaVoiceAgentsTelephoniesImpl.java
@@ -4,6 +4,8 @@
 package com.azure.ai.agents.implementation;
 
 import com.azure.ai.agents.AgentsServiceVersion;
+import com.azure.ai.agents.models.TelephonyCampaign;
+import com.azure.ai.agents.models.TelephonyCampaignOperation;
 import com.azure.core.annotation.BodyParam;
 import com.azure.core.annotation.Delete;
 import com.azure.core.annotation.ExpectedResponses;
@@ -38,6 +40,11 @@
 import com.azure.core.util.DateTimeRfc1123;
 import com.azure.core.util.FluxUtil;
 import com.azure.core.util.UrlBuilder;
+import com.azure.core.util.polling.PollerFlux;
+import com.azure.core.util.polling.PollingStrategyOptions;
+import com.azure.core.util.polling.SyncPoller;
+import com.azure.core.util.serializer.TypeReference;
+import java.time.Duration;
 import java.time.OffsetDateTime;
 import java.util.List;
 import java.util.Map;
@@ -96,7 +103,7 @@ public interface BetaVoiceAgentsTelephoniesService {
         Mono<Response<BinaryData>> createTelephonyBinding(@HostParam("endpoint") String endpoint,
             @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
             @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept,
-            @BodyParam("application/json") BinaryData telephonyBinding, RequestOptions requestOptions, Context context);
+            @BodyParam("application/json") BinaryData binding, RequestOptions requestOptions, Context context);
 
         @Post("/agents/{agent_name}/telephony/bindings")
         @ExpectedResponses({ 201 })
@@ -107,7 +114,7 @@ Mono<Response<BinaryData>> createTelephonyBinding(@HostParam("endpoint") String
         Response<BinaryData> createTelephonyBindingSync(@HostParam("endpoint") String endpoint,
             @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
             @HeaderParam("Content-Type") String contentType, @HeaderParam("Accept") String accept,
-            @BodyParam("application/json") BinaryData telephonyBinding, RequestOptions requestOptions, Context context);
+            @BodyParam("application/json") BinaryData binding, RequestOptions requestOptions, Context context);
 
         @Get("/agents/{agent_name}/telephony/bindings")
         @ExpectedResponses({ 200 })
@@ -333,7 +340,7 @@ Response<BinaryData> replaceTelephonyTransferTargetsSync(@HostParam("endpoint")
             @BodyParam("application/json") BinaryData replaceTelephonyTransferTargetsRequest,
             RequestOptions requestOptions, Context context);
 
-        @Post("/agents/{agent_name}/telephony/call_jobs")
+        @Post("/agents/{agent_name}/telephony_call_jobs")
         @ExpectedResponses({ 202 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
@@ -342,10 +349,10 @@ Response<BinaryData> replaceTelephonyTransferTargetsSync(@HostParam("endpoint")
         Mono<Response<BinaryData>> createTelephonyCallJob(@HostParam("endpoint") String endpoint,
             @PathParam("agent_name") String agentName, @HeaderParam("Idempotency-Key") String idempotencyKey,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData body,
+            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData job,
             RequestOptions requestOptions, Context context);
 
-        @Post("/agents/{agent_name}/telephony/call_jobs")
+        @Post("/agents/{agent_name}/telephony_call_jobs")
         @ExpectedResponses({ 202 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
@@ -354,10 +361,50 @@ Mono<Response<BinaryData>> createTelephonyCallJob(@HostParam("endpoint") String
         Response<BinaryData> createTelephonyCallJobSync(@HostParam("endpoint") String endpoint,
             @PathParam("agent_name") String agentName, @HeaderParam("Idempotency-Key") String idempotencyKey,
             @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
-            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData body,
+            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData job,
             RequestOptions requestOptions, Context context);
 
-        @Get("/agents/{agent_name}/telephony/call_jobs/{call_job_id}")
+        @Get("/agents/{agent_name}/telephony_call_jobs")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> listTelephonyCallJobs(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_call_jobs")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> listTelephonyCallJobsSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/telephony_call_jobs/{call_job_id}")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<Void>> deleteTelephonyCallJob(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("call_job_id") String callJobId,
+            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/telephony_call_jobs/{call_job_id}")
+        @ExpectedResponses({ 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<Void> deleteTelephonyCallJobSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("call_job_id") String callJobId,
+            @QueryParam("api-version") String apiVersion, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_call_jobs/{call_job_id}")
         @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
@@ -368,7 +415,7 @@ Mono<Response<BinaryData>> getTelephonyCallJob(@HostParam("endpoint") String end
             @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
             RequestOptions requestOptions, Context context);
 
-        @Get("/agents/{agent_name}/telephony/call_jobs/{call_job_id}")
+        @Get("/agents/{agent_name}/telephony_call_jobs/{call_job_id}")
         @ExpectedResponses({ 200 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
@@ -379,7 +426,7 @@ Response<BinaryData> getTelephonyCallJobSync(@HostParam("endpoint") String endpo
             @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
             RequestOptions requestOptions, Context context);
 
-        @Post("/agents/{agent_name}/telephony/call_jobs/{call_job_id}:cancel")
+        @Post("/agents/{agent_name}/telephony_call_jobs/{call_job_id}:cancel")
         @ExpectedResponses({ 200, 202 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
@@ -390,7 +437,7 @@ Mono<Response<BinaryData>> cancelTelephonyCallJob(@HostParam("endpoint") String
             @HeaderParam("If-Match") String ifMatch, @QueryParam("api-version") String apiVersion,
             @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
 
-        @Post("/agents/{agent_name}/telephony/call_jobs/{call_job_id}:cancel")
+        @Post("/agents/{agent_name}/telephony_call_jobs/{call_job_id}:cancel")
         @ExpectedResponses({ 200, 202 })
         @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
         @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
@@ -400,6 +447,160 @@ Response<BinaryData> cancelTelephonyCallJobSync(@HostParam("endpoint") String en
             @PathParam("agent_name") String agentName, @PathParam("call_job_id") String callJobId,
             @HeaderParam("If-Match") String ifMatch, @QueryParam("api-version") String apiVersion,
             @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Put("/agents/{agent_name}/telephony_campaigns/{campaign_name}")
+        @ExpectedResponses({ 200, 201 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> createCampaign(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
+            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData campaign,
+            RequestOptions requestOptions, Context context);
+
+        @Put("/agents/{agent_name}/telephony_campaigns/{campaign_name}")
+        @ExpectedResponses({ 200, 201 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> createCampaignSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Content-Type") String contentType,
+            @HeaderParam("Accept") String accept, @BodyParam("application/json") BinaryData campaign,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_campaigns/{campaign_name}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> getCampaign(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_campaigns/{campaign_name}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> getCampaignSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_campaigns")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> listCampaigns(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_campaigns")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> listCampaignsSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}/telephony_campaigns/{campaign_name}:cancel")
+        @ExpectedResponses({ 202 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> cancelCampaign(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @HeaderParam("If-Match") String ifMatch, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Post("/agents/{agent_name}/telephony_campaigns/{campaign_name}:cancel")
+        @ExpectedResponses({ 202 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> cancelCampaignSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @HeaderParam("If-Match") String ifMatch, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/telephony_campaigns/{campaign_name}")
+        @ExpectedResponses({ 202, 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<Void>> deleteCampaign(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @HeaderParam("If-Match") String ifMatch, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Delete("/agents/{agent_name}/telephony_campaigns/{campaign_name}")
+        @ExpectedResponses({ 202, 204 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<Void> deleteCampaignSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @HeaderParam("If-Match") String ifMatch, @QueryParam("api-version") String apiVersion,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_campaigns/{campaign_name}/validation_errors")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> listCampaignValidationErrors(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_campaigns/{campaign_name}/validation_errors")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> listCampaignValidationErrorsSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @QueryParam("api-version") String apiVersion, @HeaderParam("Accept") String accept,
+            RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_campaigns/{campaign_name}/operations/{operation_id}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Mono<Response<BinaryData>> getCampaignOperation(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @PathParam("operation_id") String operationId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
+
+        @Get("/agents/{agent_name}/telephony_campaigns/{campaign_name}/operations/{operation_id}")
+        @ExpectedResponses({ 200 })
+        @UnexpectedResponseExceptionType(value = ClientAuthenticationException.class, code = { 401 })
+        @UnexpectedResponseExceptionType(value = ResourceNotFoundException.class, code = { 404 })
+        @UnexpectedResponseExceptionType(value = ResourceModifiedException.class, code = { 409 })
+        @UnexpectedResponseExceptionType(HttpResponseException.class)
+        Response<BinaryData> getCampaignOperationSync(@HostParam("endpoint") String endpoint,
+            @PathParam("agent_name") String agentName, @PathParam("campaign_name") String campaignName,
+            @PathParam("operation_id") String operationId, @QueryParam("api-version") String apiVersion,
+            @HeaderParam("Accept") String accept, RequestOptions requestOptions, Context context);
     }
 
     /**
@@ -421,8 +622,10 @@ Response<BinaryData> cancelTelephonyCallJobSync(@HostParam("endpoint") String en
      * {@code
      * {
      *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
+     *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
+     *     incoming_call_url: String (Required)
      * }
      * }
      * </pre>
@@ -436,7 +639,6 @@ Response<BinaryData> cancelTelephonyCallJobSync(@HostParam("endpoint") String en
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -451,7 +653,7 @@ Response<BinaryData> cancelTelephonyCallJobSync(@HostParam("endpoint") String en
      * </table>
      *
      * @param agentName The name of the voice agent that owns the binding.
-     * @param telephonyBinding The provider-specific binding to create.
+     * @param binding The provider-specific binding to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -461,8 +663,8 @@ Response<BinaryData> cancelTelephonyCallJobSync(@HostParam("endpoint") String en
      * {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String agentName,
-        BinaryData telephonyBinding, RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String agentName, BinaryData binding,
+        RequestOptions requestOptions) {
         final String contentType = "application/json";
         final String accept = "application/json";
         RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
@@ -480,8 +682,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String
             }
         });
         return FluxUtil.withContext(context -> service.createTelephonyBinding(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, telephonyBinding, requestOptionsLocal,
-            context));
+            this.client.getServiceVersion().getVersion(), contentType, accept, binding, requestOptionsLocal, context));
     }
 
     /**
@@ -503,8 +704,10 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String
      * {@code
      * {
      *     provider: String(teams_phone_extensibility/twilio/sip) (Required)
+     *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
+     *     incoming_call_url: String (Required)
      * }
      * }
      * </pre>
@@ -518,7 +721,6 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -533,7 +735,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String
      * </table>
      *
      * @param agentName The name of the voice agent that owns the binding.
-     * @param telephonyBinding The provider-specific binding to create.
+     * @param binding The provider-specific binding to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -542,7 +744,7 @@ public Mono<Response<BinaryData>> createTelephonyBindingWithResponseAsync(String
      * @return a telephony binding owned by a voice agent along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> createTelephonyBindingWithResponse(String agentName, BinaryData telephonyBinding,
+    public Response<BinaryData> createTelephonyBindingWithResponse(String agentName, BinaryData binding,
         RequestOptions requestOptions) {
         final String contentType = "application/json";
         final String accept = "application/json";
@@ -561,7 +763,7 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
             }
         });
         return service.createTelephonyBindingSync(this.client.getEndpoint(), agentName,
-            this.client.getServiceVersion().getVersion(), contentType, accept, telephonyBinding, requestOptionsLocal,
+            this.client.getServiceVersion().getVersion(), contentType, accept, binding, requestOptionsLocal,
             Context.NONE);
     }
 
@@ -575,8 +777,6 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
      * "teams_phone_extensibility", "twilio", "sip".</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
-     * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -602,7 +802,6 @@ public Response<BinaryData> createTelephonyBindingWithResponse(String agentName,
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      *     etag: String (Required)
      * }
@@ -639,8 +838,6 @@ private Mono<PagedResponse<BinaryData>> listTelephonyBindingsSinglePageAsync(Str
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
      * "teams_phone_extensibility", "twilio", "sip".</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
-     * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -666,7 +863,6 @@ private Mono<PagedResponse<BinaryData>> listTelephonyBindingsSinglePageAsync(Str
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      *     etag: String (Required)
      * }
@@ -724,8 +920,6 @@ public PagedFlux<BinaryData> listTelephonyBindingsAsync(String initialContinuati
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
      * "teams_phone_extensibility", "twilio", "sip".</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
-     * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -751,7 +945,6 @@ public PagedFlux<BinaryData> listTelephonyBindingsAsync(String initialContinuati
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      *     etag: String (Required)
      * }
@@ -785,8 +978,6 @@ private PagedResponse<BinaryData> listTelephonyBindingsSinglePage(String agentNa
      * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
      * <tr><td>provider</td><td>String</td><td>No</td><td>Filters bindings by provider. Allowed values:
      * "teams_phone_extensibility", "twilio", "sip".</td></tr>
-     * <tr><td>status</td><td>String</td><td>No</td><td>Filters bindings by lifecycle status. Allowed values: "active",
-     * "suspended".</td></tr>
      * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
      * between 1 and 100, and the
      * default is 20.</td></tr>
@@ -812,7 +1003,6 @@ private PagedResponse<BinaryData> listTelephonyBindingsSinglePage(String agentNa
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      *     etag: String (Required)
      * }
@@ -873,7 +1063,6 @@ public PagedIterable<BinaryData> listTelephonyBindings(String initialContinuatio
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -920,7 +1109,6 @@ public Mono<Response<BinaryData>> getTelephonyBindingWithResponseAsync(String ag
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -962,7 +1150,6 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      * <pre>
      * {@code
      * {
-     *     status: String(active/suspended) (Optional)
      *     label: String (Optional)
      *     connection_name: String (Optional)
      *     phone_number: String (Optional)
@@ -982,7 +1169,6 @@ public Response<BinaryData> getTelephonyBindingWithResponse(String agentName, St
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -1028,7 +1214,6 @@ public Mono<Response<BinaryData>> updateTelephonyBindingWithResponseAsync(String
      * <pre>
      * {@code
      * {
-     *     status: String(active/suspended) (Optional)
      *     label: String (Optional)
      *     connection_name: String (Optional)
      *     phone_number: String (Optional)
@@ -1048,7 +1233,6 @@ public Mono<Response<BinaryData>> updateTelephonyBindingWithResponseAsync(String
      *     id: String (Required)
      *     connection_name: String (Required)
      *     label: String (Optional)
-     *     status: String(active/suspended) (Required)
      *     incoming_call_url: String (Required)
      * }
      * }
@@ -2037,7 +2221,8 @@ public Response<BinaryData> endTelephonyCallWithResponse(String agentName, Strin
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -2086,7 +2271,8 @@ public Mono<Response<BinaryData>> getTelephonyTransferTargetsWithResponseAsync(S
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -2134,7 +2320,8 @@ public Response<BinaryData> getTelephonyTransferTargetsWithResponse(String agent
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -2152,7 +2339,8 @@ public Response<BinaryData> getTelephonyTransferTargetsWithResponse(String agent
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -2204,7 +2392,8 @@ public Mono<Response<BinaryData>> replaceTelephonyTransferTargetsWithResponseAsy
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -2222,7 +2411,8 @@ public Mono<Response<BinaryData>> replaceTelephonyTransferTargetsWithResponseAsy
      *             name: String (Required)
      *             description: String (Required)
      *             destination (Required): {
-     *                 kind: String(pstn/teams/sip) (Required)
+     *                 type: String(phone_number/teams/sip) (Required)
+     *                 value: String (Required)
      *             }
      *         }
      *     ]
@@ -2262,18 +2452,18 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
     /**
      * Create an outbound telephony call job
      *
-     * Creates one durable direct outbound call job. The latest agent definition is resolved when each attempt executes.
+     * Creates one durable outbound CallJob. Each attempt pins the Agent endpoint's execution version for validation and
+     * its voice session.
      * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -2286,6 +2476,7 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      *         type: String(fixed_interval) (Required)
      *         max_attempts: Integer (Optional)
      *     }
+     *     source (Required): (recursive schema, see source above)
      * }
      * }
      * </pre>
@@ -2296,11 +2487,10 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -2310,7 +2500,6 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -2329,6 +2518,8 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -2337,15 +2528,18 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * <tr><td>Location</td><td>String</td><td>The Location response header.</td></tr>
-     * <tr><td>Retry-After</td><td>Duration</td><td>The Retry-After response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
+     * <tr><td>Location</td><td>String</td><td>The URI for reading the accepted call-job resource and its execution
+     * status.</td></tr>
+     * <tr><td>Retry-After</td><td>Duration</td><td>Suggested delay in seconds before reading the call-job resource
+     * again.</td></tr>
      * </table>
      *
      * @param agentName The name of the voice agent that executes the call.
-     * @param idempotencyKey A customer-generated idempotency key. Reusing it with an equivalent request returns the
-     * same call job.
-     * @param body The direct outbound call to create.
+     * @param idempotencyKey Customer retry key. Equivalent requests return the same job; retained keys for deleted jobs
+     * return 409 call_job_deleted, never redial.
+     * @param job The direct outbound call to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -2356,29 +2550,29 @@ public Response<BinaryData> replaceTelephonyTransferTargetsWithResponse(String a
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
     public Mono<Response<BinaryData>> createTelephonyCallJobWithResponseAsync(String agentName, String idempotencyKey,
-        BinaryData body, RequestOptions requestOptions) {
+        BinaryData job, RequestOptions requestOptions) {
         final String contentType = "application/json";
         final String accept = "application/json";
         return FluxUtil
             .withContext(context -> service.createTelephonyCallJob(this.client.getEndpoint(), agentName, idempotencyKey,
-                this.client.getServiceVersion().getVersion(), contentType, accept, body, requestOptions, context));
+                this.client.getServiceVersion().getVersion(), contentType, accept, job, requestOptions, context));
     }
 
     /**
      * Create an outbound telephony call job
      *
-     * Creates one durable direct outbound call job. The latest agent definition is resolved when each attempt executes.
+     * Creates one durable outbound CallJob. Each attempt pins the Agent endpoint's execution version for validation and
+     * its voice session.
      * <p><strong>Request Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -2391,6 +2585,7 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponseAsync(String
      *         type: String(fixed_interval) (Required)
      *         max_attempts: Integer (Optional)
      *     }
+     *     source (Required): (recursive schema, see source above)
      * }
      * }
      * </pre>
@@ -2401,11 +2596,10 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponseAsync(String
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -2415,7 +2609,6 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponseAsync(String
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -2434,6 +2627,8 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponseAsync(String
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -2442,15 +2637,18 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponseAsync(String
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * <tr><td>Location</td><td>String</td><td>The Location response header.</td></tr>
-     * <tr><td>Retry-After</td><td>Duration</td><td>The Retry-After response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
+     * <tr><td>Location</td><td>String</td><td>The URI for reading the accepted call-job resource and its execution
+     * status.</td></tr>
+     * <tr><td>Retry-After</td><td>Duration</td><td>Suggested delay in seconds before reading the call-job resource
+     * again.</td></tr>
      * </table>
      *
      * @param agentName The name of the voice agent that executes the call.
-     * @param idempotencyKey A customer-generated idempotency key. Reusing it with an equivalent request returns the
-     * same call job.
-     * @param body The direct outbound call to create.
+     * @param idempotencyKey Customer retry key. Equivalent requests return the same job; retained keys for deleted jobs
+     * return 409 call_job_deleted, never redial.
+     * @param job The direct outbound call to create.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
@@ -2460,28 +2658,53 @@ public Mono<Response<BinaryData>> createTelephonyCallJobWithResponseAsync(String
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
     public Response<BinaryData> createTelephonyCallJobWithResponse(String agentName, String idempotencyKey,
-        BinaryData body, RequestOptions requestOptions) {
+        BinaryData job, RequestOptions requestOptions) {
         final String contentType = "application/json";
         final String accept = "application/json";
         return service.createTelephonyCallJobSync(this.client.getEndpoint(), agentName, idempotencyKey,
-            this.client.getServiceVersion().getVersion(), contentType, accept, body, requestOptions, Context.NONE);
+            this.client.getServiceVersion().getVersion(), contentType, accept, job, requestOptions, Context.NONE);
     }
 
     /**
-     * Get an outbound telephony call job
+     * List outbound telephony call jobs
      *
-     * Retrieves a durable direct or campaign-created outbound call job.
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Optional lifecycle filter. Allowed values: "accepted",
+     * "waiting_for_schedule", "queued", "dispatching", "in_progress", "waiting_for_retry", "cancellation_requested",
+     * "completed", "blocked", "expired", "failed", "cancelled".</td></tr>
+     * <tr><td>campaign_name</td><td>String</td><td>No</td><td>Current Campaign round: 404 if absent, empty while
+     * deleting. Omit for direct and Campaign jobs. Replacement/name reuse invalidates cursors.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -2491,7 +2714,6 @@ public Response<BinaryData> createTelephonyCallJobWithResponse(String agentName,
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -2510,52 +2732,72 @@ public Response<BinaryData> createTelephonyCallJobWithResponse(String agentName,
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
-     * 
-     * <p><strong>Response Headers</strong></p>
-     * <table border="1">
-     * <caption>Response Headers</caption>
-     * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * </table>
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an outbound telephony call job
-     *
-     * Retrieves a durable direct or campaign-created outbound call job along with {@link Response} on successful
-     * completion of {@link Mono}.
+     * @return the response data for a requested list of items along with {@link PagedResponse} on successful completion
+     * of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> getTelephonyCallJobWithResponseAsync(String agentName, String callJobId,
+    private Mono<PagedResponse<BinaryData>> listTelephonyCallJobsSinglePageAsync(String agentName,
         RequestOptions requestOptions) {
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.getTelephonyCallJob(this.client.getEndpoint(), agentName,
-            callJobId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+        return FluxUtil
+            .withContext(context -> service.listTelephonyCallJobs(this.client.getEndpoint(), agentName,
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null));
     }
 
     /**
-     * Get an outbound telephony call job
+     * List outbound telephony call jobs
      *
-     * Retrieves a durable direct or campaign-created outbound call job.
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Optional lifecycle filter. Allowed values: "accepted",
+     * "waiting_for_schedule", "queued", "dispatching", "in_progress", "waiting_for_retry", "cancellation_requested",
+     * "completed", "blocked", "expired", "failed", "cancelled".</td></tr>
+     * <tr><td>campaign_name</td><td>String</td><td>No</td><td>Current Campaign round: 404 if absent, empty while
+     * deleting. Omit for direct and Campaign jobs. Replacement/name reuse invalidates cursors.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -2565,7 +2807,6 @@ public Mono<Response<BinaryData>> getTelephonyCallJobWithResponseAsync(String ag
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -2584,51 +2825,315 @@ public Mono<Response<BinaryData>> getTelephonyCallJobWithResponseAsync(String ag
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
-     * 
-     * <p><strong>Response Headers</strong></p>
-     * <table border="1">
-     * <caption>Response Headers</caption>
-     * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * </table>
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return an outbound telephony call job
-     *
-     * Retrieves a durable direct or campaign-created outbound call job along with {@link Response}.
+     * @return the response data for a requested list of items as paginated response with {@link PagedFlux}.
      */
-    @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> getTelephonyCallJobWithResponse(String agentName, String callJobId,
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listTelephonyCallJobsAsync(String agentName, RequestOptions requestOptions) {
+        return listTelephonyCallJobsAsync(null, agentName, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listTelephonyCallJobsAsync(String initialContinuationToken, String agentName,
         RequestOptions requestOptions) {
-        final String accept = "application/json";
-        return service.getTelephonyCallJobSync(this.client.getEndpoint(), agentName, callJobId,
-            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedFlux<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listTelephonyCallJobsSinglePageAsync(agentName, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listTelephonyCallJobsSinglePageAsync(agentName, requestOptionsLocal);
+        });
     }
 
     /**
-     * Cancel an outbound telephony call job
+     * List outbound telephony call jobs
      *
-     * Requests cancellation of a durable outbound call job. A connected call is allowed to finish.
-     * <p><strong>Response Body Schema</strong></p>
-     * 
-     * <pre>
-     * {@code
-     * {
-     *     destination (Required): {
-     *         type: String(phone_number) (Required)
-     *         value: String (Required)
-     *     }
-     *     connection_name: String (Required)
-     *     source: String (Required)
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Optional lifecycle filter. Allowed values: "accepted",
+     * "waiting_for_schedule", "queued", "dispatching", "in_progress", "waiting_for_retry", "cancellation_requested",
+     * "completed", "blocked", "expired", "failed", "cancelled".</td></tr>
+     * <tr><td>campaign_name</td><td>String</td><td>No</td><td>Current Campaign round: 404 if absent, empty while
+     * deleting. Omit for direct and Campaign jobs. Replacement/name reuse invalidates cursors.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     destination (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     connection_name: String (Required)
+     *     purpose: String (Optional)
+     *     structured_inputs (Optional): {
+     *         String: BinaryData (Required)
+     *     }
+     *     schedule (Optional): {
+     *         not_before: Long (Optional)
+     *         expires_at: Long (Optional)
+     *     }
+     *     id: String (Required)
+     *     agent_name: String (Required)
+     *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
+     *     cancellation (Optional): {
+     *         requested_by: String (Required)
+     *         mode: String (Required)
+     *         requested_at: long (Required)
+     *         revision: long (Required)
+     *     }
+     *     retry_policy (Required): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     attempt_count: int (Required)
+     *     next_attempt_at: Long (Optional)
+     *     terminal_reason: String(no_answer/no_answer_timeout/answer_failed/bridge_cancelled/bridge_failed/voice_session_configuration_invalid/connection_project_mismatch/outbound_connection_changed/outbound_connection_unavailable/telephony_binding_invalid/telephony_binding_not_found/telephony_binding_inactive/telephony_binding_changed/campaign_not_found/campaign_cancelled/campaign_completed/campaign_failed/origination_fence_not_recorded/origination_reconciliation_timeout/cancellation_reconciliation_timeout/provider_callback_timeout_cancellation_reconciliation_timeout) (Optional)
+     *     revision: long (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items along with {@link PagedResponse}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private PagedResponse<BinaryData> listTelephonyCallJobsSinglePage(String agentName, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        Response<BinaryData> res = service.listTelephonyCallJobsSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null);
+    }
+
+    /**
+     * List outbound telephony call jobs
+     *
+     * Lists current direct/Campaign jobs, excluding deleted or superseded rounds. Pages are live. Campaign cursors
+     * survive boundary deletion/cancel, not replacement/name reuse (400 invalid_cursor).
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>A cursor for use in pagination. `after` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include after=obj_foo in order to fetch the next page of the list.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>A cursor for use in pagination. `before` is an object ID that
+     * defines your place in the list.
+     * For instance, if you make a list request and receive 100 objects, ending with obj_foo, your
+     * subsequent call can include before=obj_foo in order to fetch the previous page of the list.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Optional lifecycle filter. Allowed values: "accepted",
+     * "waiting_for_schedule", "queued", "dispatching", "in_progress", "waiting_for_retry", "cancellation_requested",
+     * "completed", "blocked", "expired", "failed", "cancelled".</td></tr>
+     * <tr><td>campaign_name</td><td>String</td><td>No</td><td>Current Campaign round: 404 if absent, empty while
+     * deleting. Omit for direct and Campaign jobs. Replacement/name reuse invalidates cursors.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     destination (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     connection_name: String (Required)
+     *     purpose: String (Optional)
+     *     structured_inputs (Optional): {
+     *         String: BinaryData (Required)
+     *     }
+     *     schedule (Optional): {
+     *         not_before: Long (Optional)
+     *         expires_at: Long (Optional)
+     *     }
+     *     id: String (Required)
+     *     agent_name: String (Required)
+     *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
+     *     cancellation (Optional): {
+     *         requested_by: String (Required)
+     *         mode: String (Required)
+     *         requested_at: long (Required)
+     *         revision: long (Required)
+     *     }
+     *     retry_policy (Required): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     attempt_count: int (Required)
+     *     next_attempt_at: Long (Optional)
+     *     terminal_reason: String(no_answer/no_answer_timeout/answer_failed/bridge_cancelled/bridge_failed/voice_session_configuration_invalid/connection_project_mismatch/outbound_connection_changed/outbound_connection_unavailable/telephony_binding_invalid/telephony_binding_not_found/telephony_binding_inactive/telephony_binding_changed/campaign_not_found/campaign_cancelled/campaign_completed/campaign_failed/origination_fence_not_recorded/origination_reconciliation_timeout/cancellation_reconciliation_timeout/provider_callback_timeout_cancellation_reconciliation_timeout) (Optional)
+     *     revision: long (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName The owning voice agent. Authorization is applied before pagination.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the response data for a requested list of items as paginated response with {@link PagedIterable}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listTelephonyCallJobs(String agentName, RequestOptions requestOptions) {
+        return listTelephonyCallJobs(null, agentName, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listTelephonyCallJobs(String initialContinuationToken, String agentName,
+        RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listTelephonyCallJobsSinglePage(agentName, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listTelephonyCallJobsSinglePage(agentName, requestOptionsLocal);
+        });
+    }
+
+    /**
+     * Delete an outbound telephony call job
+     *
+     * Deletes a terminal, reconciled job (otherwise 409), without cancelling calls or removing Campaign outcomes/call
+     * history. Later GET returns 404; repeated DELETE returns 204.
+     *
+     * @param agentName The owning voice agent.
+     * @param callJobId The call-job identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<Void>> deleteTelephonyCallJobWithResponseAsync(String agentName, String callJobId,
+        RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.deleteTelephonyCallJob(this.client.getEndpoint(), agentName,
+            callJobId, this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Delete an outbound telephony call job
+     *
+     * Deletes a terminal, reconciled job (otherwise 409), without cancelling calls or removing Campaign outcomes/call
+     * history. Later GET returns 404; repeated DELETE returns 204.
+     *
+     * @param agentName The owning voice agent.
+     * @param callJobId The call-job identifier.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<Void> deleteTelephonyCallJobWithResponse(String agentName, String callJobId,
+        RequestOptions requestOptions) {
+        return service.deleteTelephonyCallJobSync(this.client.getEndpoint(), agentName, callJobId,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * Get an outbound telephony call job
+     *
+     * Retrieves a durable direct or campaign-created outbound call job.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     destination (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     connection_name: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -2638,7 +3143,6 @@ public Response<BinaryData> getTelephonyCallJobWithResponse(String agentName, St
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -2657,6 +3161,8 @@ public Response<BinaryData> getTelephonyCallJobWithResponse(String agentName, St
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -2665,46 +3171,44 @@ public Response<BinaryData> getTelephonyCallJobWithResponse(String agentName, St
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * <tr><td>Location</td><td>String</td><td>The Location response header.</td></tr>
-     * <tr><td>Retry-After</td><td>Duration</td><td>The Retry-After response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
      * </table>
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
-     * @param ifMatch The entity tag returned by the latest read. The request fails if the resource changed since that
-     * read.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to retrieve.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a durable direct or campaign-created outbound call intent along with {@link Response} on successful
+     * @return an outbound telephony call job
+     *
+     * Retrieves a durable direct or campaign-created outbound call job along with {@link Response} on successful
      * completion of {@link Mono}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Mono<Response<BinaryData>> cancelTelephonyCallJobWithResponseAsync(String agentName, String callJobId,
-        String ifMatch, RequestOptions requestOptions) {
+    public Mono<Response<BinaryData>> getTelephonyCallJobWithResponseAsync(String agentName, String callJobId,
+        RequestOptions requestOptions) {
         final String accept = "application/json";
-        return FluxUtil.withContext(context -> service.cancelTelephonyCallJob(this.client.getEndpoint(), agentName,
-            callJobId, ifMatch, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+        return FluxUtil.withContext(context -> service.getTelephonyCallJob(this.client.getEndpoint(), agentName,
+            callJobId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
     }
 
     /**
-     * Cancel an outbound telephony call job
+     * Get an outbound telephony call job
      *
-     * Requests cancellation of a durable outbound call job. A connected call is allowed to finish.
+     * Retrieves a durable direct or campaign-created outbound call job.
      * <p><strong>Response Body Schema</strong></p>
      * 
      * <pre>
      * {@code
      * {
      *     destination (Required): {
-     *         type: String(phone_number) (Required)
+     *         type: String(phone_number/teams/sip) (Required)
      *         value: String (Required)
      *     }
      *     connection_name: String (Required)
-     *     source: String (Required)
      *     purpose: String (Optional)
      *     structured_inputs (Optional): {
      *         String: BinaryData (Required)
@@ -2714,7 +3218,6 @@ public Mono<Response<BinaryData>> cancelTelephonyCallJobWithResponseAsync(String
      *         expires_at: Long (Optional)
      *     }
      *     id: String (Required)
-     *     object: String (Required)
      *     agent_name: String (Required)
      *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
      *     cancellation (Optional): {
@@ -2733,6 +3236,8 @@ public Mono<Response<BinaryData>> cancelTelephonyCallJobWithResponseAsync(String
      *     revision: long (Required)
      *     created_at: long (Required)
      *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
      * }
      * }
      * </pre>
@@ -2741,27 +3246,3250 @@ public Mono<Response<BinaryData>> cancelTelephonyCallJobWithResponseAsync(String
      * <table border="1">
      * <caption>Response Headers</caption>
      * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
-     * <tr><td>ETag</td><td>String</td><td>The ETag response header.</td></tr>
-     * <tr><td>Location</td><td>String</td><td>The Location response header.</td></tr>
-     * <tr><td>Retry-After</td><td>Duration</td><td>The Retry-After response header.</td></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
      * </table>
      *
-     * @param agentName The agentName parameter.
-     * @param callJobId The callJobId parameter.
-     * @param ifMatch The entity tag returned by the latest read. The request fails if the resource changed since that
-     * read.
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to retrieve.
      * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
      * @throws HttpResponseException thrown if the request is rejected by server.
      * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
      * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
      * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
-     * @return a durable direct or campaign-created outbound call intent along with {@link Response}.
+     * @return an outbound telephony call job
+     *
+     * Retrieves a durable direct or campaign-created outbound call job along with {@link Response}.
      */
     @ServiceMethod(returns = ReturnType.SINGLE)
-    public Response<BinaryData> cancelTelephonyCallJobWithResponse(String agentName, String callJobId, String ifMatch,
+    public Response<BinaryData> getTelephonyCallJobWithResponse(String agentName, String callJobId,
         RequestOptions requestOptions) {
         final String accept = "application/json";
-        return service.cancelTelephonyCallJobSync(this.client.getEndpoint(), agentName, callJobId, ifMatch,
+        return service.getTelephonyCallJobSync(this.client.getEndpoint(), agentName, callJobId,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Cancel an outbound telephony call job
+     *
+     * Cancels future attempts using If-Match; completion may be asynchronous. New cancellation after connection returns
+     * 409 and lets the active call finish.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     destination (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     connection_name: String (Required)
+     *     purpose: String (Optional)
+     *     structured_inputs (Optional): {
+     *         String: BinaryData (Required)
+     *     }
+     *     schedule (Optional): {
+     *         not_before: Long (Optional)
+     *         expires_at: Long (Optional)
+     *     }
+     *     id: String (Required)
+     *     agent_name: String (Required)
+     *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
+     *     cancellation (Optional): {
+     *         requested_by: String (Required)
+     *         mode: String (Required)
+     *         requested_at: long (Required)
+     *         revision: long (Required)
+     *     }
+     *     retry_policy (Required): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     attempt_count: int (Required)
+     *     next_attempt_at: Long (Optional)
+     *     terminal_reason: String(no_answer/no_answer_timeout/answer_failed/bridge_cancelled/bridge_failed/voice_session_configuration_invalid/connection_project_mismatch/outbound_connection_changed/outbound_connection_unavailable/telephony_binding_invalid/telephony_binding_not_found/telephony_binding_inactive/telephony_binding_changed/campaign_not_found/campaign_cancelled/campaign_completed/campaign_failed/origination_fence_not_recorded/origination_reconciliation_timeout/cancellation_reconciliation_timeout/provider_callback_timeout_cancellation_reconciliation_timeout) (Optional)
+     *     revision: long (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Headers</strong></p>
+     * <table border="1">
+     * <caption>Response Headers</caption>
+     * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
+     * <tr><td>Location</td><td>String</td><td>The URI for reading the accepted call-job resource and its execution
+     * status.</td></tr>
+     * <tr><td>Retry-After</td><td>Duration</td><td>Suggested delay in seconds before reading the call-job resource
+     * again.</td></tr>
+     * </table>
+     *
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to cancel.
+     * @param ifMatch The entity tag returned by the latest read. The request fails if the resource changed since that
+     * read.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a durable direct or campaign-created outbound call intent along with {@link Response} on successful
+     * completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> cancelTelephonyCallJobWithResponseAsync(String agentName, String callJobId,
+        String ifMatch, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.cancelTelephonyCallJob(this.client.getEndpoint(), agentName,
+            callJobId, ifMatch, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Cancel an outbound telephony call job
+     *
+     * Cancels future attempts using If-Match; completion may be asynchronous. New cancellation after connection returns
+     * 409 and lets the active call finish.
+     * <p><strong>Response Body Schema</strong></p>
+     * 
+     * <pre>
+     * {@code
+     * {
+     *     destination (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     connection_name: String (Required)
+     *     purpose: String (Optional)
+     *     structured_inputs (Optional): {
+     *         String: BinaryData (Required)
+     *     }
+     *     schedule (Optional): {
+     *         not_before: Long (Optional)
+     *         expires_at: Long (Optional)
+     *     }
+     *     id: String (Required)
+     *     agent_name: String (Required)
+     *     status: String(accepted/waiting_for_schedule/queued/dispatching/in_progress/waiting_for_retry/cancellation_requested/completed/blocked/expired/failed/cancelled) (Required)
+     *     cancellation (Optional): {
+     *         requested_by: String (Required)
+     *         mode: String (Required)
+     *         requested_at: long (Required)
+     *         revision: long (Required)
+     *     }
+     *     retry_policy (Required): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     attempt_count: int (Required)
+     *     next_attempt_at: Long (Optional)
+     *     terminal_reason: String(no_answer/no_answer_timeout/answer_failed/bridge_cancelled/bridge_failed/voice_session_configuration_invalid/connection_project_mismatch/outbound_connection_changed/outbound_connection_unavailable/telephony_binding_invalid/telephony_binding_not_found/telephony_binding_inactive/telephony_binding_changed/campaign_not_found/campaign_cancelled/campaign_completed/campaign_failed/origination_fence_not_recorded/origination_reconciliation_timeout/cancellation_reconciliation_timeout/provider_callback_timeout_cancellation_reconciliation_timeout) (Optional)
+     *     revision: long (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     source (Required): (recursive schema, see source above)
+     *     campaign_name: String (Optional)
+     * }
+     * }
+     * </pre>
+     * 
+     * <p><strong>Response Headers</strong></p>
+     * <table border="1">
+     * <caption>Response Headers</caption>
+     * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
+     * <tr><td>ETag</td><td>String</td><td>The current call-job entity tag. Send it in If-Match when requesting
+     * cancellation.</td></tr>
+     * <tr><td>Location</td><td>String</td><td>The URI for reading the accepted call-job resource and its execution
+     * status.</td></tr>
+     * <tr><td>Retry-After</td><td>Duration</td><td>Suggested delay in seconds before reading the call-job resource
+     * again.</td></tr>
+     * </table>
+     *
+     * @param agentName The name of the voice agent that owns the call job.
+     * @param callJobId The service-generated identifier of the call job to cancel.
+     * @param ifMatch The entity tag returned by the latest read. The request fails if the resource changed since that
+     * read.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a durable direct or campaign-created outbound call intent along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> cancelTelephonyCallJobWithResponse(String agentName, String callJobId, String ifMatch,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.cancelTelephonyCallJobSync(this.client.getEndpoint(), agentName, callJobId, ifMatch,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Retry key: matching submitted inputs and original If-Match
+     * replay the saved monitor before current-state checks. Conflicting reuse returns 409 operation_id_conflict;
+     * retained creation keys after deletion return 409 campaign_deleted.</td></tr>
+     * <tr><td>If-Match</td><td>String</td><td>No</td><td>Required with a fresh Operation-Id for failed-state
+     * replacement; no wildcards. Changed input without it returns 409. Missing replacement ID: 400; stale token/absent
+     * resource: 412; other states: 409.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return agent-owned outbound call Campaign along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<Response<BinaryData>> createCampaignWithResponseAsync(String agentName, String campaignName,
+        BinaryData campaign, RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.createCampaign(this.client.getEndpoint(), agentName, campaignName,
+                this.client.getServiceVersion().getVersion(), contentType, accept, campaign, requestOptions, context));
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Retry key: matching submitted inputs and original If-Match
+     * replay the saved monitor before current-state checks. Conflicting reuse returns 409 operation_id_conflict;
+     * retained creation keys after deletion return 409 campaign_deleted.</td></tr>
+     * <tr><td>If-Match</td><td>String</td><td>No</td><td>Required with a fresh Operation-Id for failed-state
+     * replacement; no wildcards. Changed input without it returns 409. Missing replacement ID: 400; stale token/absent
+     * resource: 412; other states: 409.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return agent-owned outbound call Campaign along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Response<BinaryData> createCampaignWithResponse(String agentName, String campaignName, BinaryData campaign,
+        RequestOptions requestOptions) {
+        final String contentType = "application/json";
+        final String accept = "application/json";
+        return service.createCampaignSync(this.client.getEndpoint(), agentName, campaignName,
+            this.client.getServiceVersion().getVersion(), contentType, accept, campaign, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Retry key: matching submitted inputs and original If-Match
+     * replay the saved monitor before current-state checks. Conflicting reuse returns 409 operation_id_conflict;
+     * retained creation keys after deletion return 409 campaign_deleted.</td></tr>
+     * <tr><td>If-Match</td><td>String</td><td>No</td><td>Required with a fresh Operation-Id for failed-state
+     * replacement; no wildcards. Changed input without it returns 409. Missing replacement ID: 400; stale token/absent
+     * resource: 412; other states: 409.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link PollerFlux} for polling of agent-owned outbound call Campaign.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<TelephonyCampaignOperation, TelephonyCampaign> beginCreateCampaignWithModelAsync(String agentName,
+        String campaignName, BinaryData campaign, RequestOptions requestOptions) {
+        return PollerFlux.create(Duration.ofSeconds(1),
+            () -> this.createCampaignWithResponseAsync(agentName, campaignName, campaign, requestOptions),
+            new com.azure.ai.agents.implementation.CampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponseAsync(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(TelephonyCampaignOperation.class),
+            TypeReference.createInstance(TelephonyCampaign.class));
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Retry key: matching submitted inputs and original If-Match
+     * replay the saved monitor before current-state checks. Conflicting reuse returns 409 operation_id_conflict;
+     * retained creation keys after deletion return 409 campaign_deleted.</td></tr>
+     * <tr><td>If-Match</td><td>String</td><td>No</td><td>Required with a fresh Operation-Id for failed-state
+     * replacement; no wildcards. Changed input without it returns 409. Missing replacement ID: 400; stale token/absent
+     * resource: 412; other states: 409.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link SyncPoller} for polling of agent-owned outbound call Campaign.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<TelephonyCampaignOperation, TelephonyCampaign> beginCreateCampaignWithModel(String agentName,
+        String campaignName, BinaryData campaign, RequestOptions requestOptions) {
+        return SyncPoller.createPoller(Duration.ofSeconds(1),
+            () -> this.createCampaignWithResponse(agentName, campaignName, campaign, requestOptions),
+            new com.azure.ai.agents.implementation.SyncCampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponse(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(TelephonyCampaignOperation.class),
+            TypeReference.createInstance(TelephonyCampaign.class));
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Retry key: matching submitted inputs and original If-Match
+     * replay the saved monitor before current-state checks. Conflicting reuse returns 409 operation_id_conflict;
+     * retained creation keys after deletion return 409 campaign_deleted.</td></tr>
+     * <tr><td>If-Match</td><td>String</td><td>No</td><td>Required with a fresh Operation-Id for failed-state
+     * replacement; no wildcards. Changed input without it returns 409. Missing replacement ID: 400; stale token/absent
+     * resource: 412; other states: 409.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link PollerFlux} for polling of agent-owned outbound call Campaign.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<BinaryData, BinaryData> beginCreateCampaignAsync(String agentName, String campaignName,
+        BinaryData campaign, RequestOptions requestOptions) {
+        return PollerFlux.create(Duration.ofSeconds(1),
+            () -> this.createCampaignWithResponseAsync(agentName, campaignName, campaign, requestOptions),
+            new com.azure.ai.agents.implementation.CampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponseAsync(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(BinaryData.class), TypeReference.createInstance(BinaryData.class));
+    }
+
+    /**
+     * Create or replace a failed telephony campaign
+     *
+     * Creates a Campaign or fully replaces failed preparation; no PATCH. All recipients must validate and have CallJobs
+     * before dialing. Immediate calls may begin before the preparation poller returns.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Retry key: matching submitted inputs and original If-Match
+     * replay the saved monitor before current-state checks. Conflicting reuse returns 409 operation_id_conflict;
+     * retained creation keys after deletion return 409 campaign_deleted.</td></tr>
+     * <tr><td>If-Match</td><td>String</td><td>No</td><td>Required with a fresh Operation-Id for failed-state
+     * replacement; no wildcards. Changed input without it returns 409. Missing replacement ID: 400; stale token/absent
+     * resource: 412; other states: 409.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Request Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Name chosen by the caller; only a failed Campaign permits full replacement.
+     * @param campaign Complete connection, source, recipients/Dataset, schedule and retry configuration. Omitted
+     * optional fields reset to defaults; Agent/name and response-only fields cannot change.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link SyncPoller} for polling of agent-owned outbound call Campaign.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<BinaryData, BinaryData> beginCreateCampaign(String agentName, String campaignName,
+        BinaryData campaign, RequestOptions requestOptions) {
+        return SyncPoller.createPoller(Duration.ofSeconds(1),
+            () -> this.createCampaignWithResponse(agentName, campaignName, campaign, requestOptions),
+            new com.azure.ai.agents.implementation.SyncCampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponse(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(BinaryData.class), TypeReference.createInstance(BinaryData.class));
+    }
+
+    /**
+     * Get a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients. Absent or deleted Campaigns return
+     * 404.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>operation_id</td><td>String</td><td>No</td><td>Original response's Operation-Id guards its instance/round
+     * and survives same-round actions. Replacement/name reuse: 409 campaign_operation_mismatch;
+     * missing/expired/wrong-scope operation: 404.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients along with {@link Response} on
+     * successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getCampaignWithResponseAsync(String agentName, String campaignName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getCampaign(this.client.getEndpoint(), agentName, campaignName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients. Absent or deleted Campaigns return
+     * 404.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>operation_id</td><td>String</td><td>No</td><td>Original response's Operation-Id guards its instance/round
+     * and survives same-round actions. Replacement/name reuse: 409 campaign_operation_mismatch;
+     * missing/expired/wrong-scope operation: 404.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a telephony campaign
+     *
+     * Gets Campaign configuration and execution state without inline recipients along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getCampaignWithResponse(String agentName, String campaignName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getCampaignSync(this.client.getEndpoint(), agentName, campaignName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter by Campaign business state. Allowed values: "validating",
+     * "running", "cancelling", "completed", "failed", "cancelled", "deleting".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position along with
+     * {@link PagedResponse} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<PagedResponse<BinaryData>> listCampaignsSinglePageAsync(String agentName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listCampaigns(this.client.getEndpoint(), agentName,
+                this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null));
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter by Campaign business state. Allowed values: "validating",
+     * "running", "cancelling", "completed", "failed", "cancelled", "deleting".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position as paginated
+     * response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listCampaignsAsync(String agentName, RequestOptions requestOptions) {
+        return listCampaignsAsync(null, agentName, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listCampaignsAsync(String initialContinuationToken, String agentName,
+        RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listCampaignsSinglePageAsync(agentName, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listCampaignsSinglePageAsync(agentName, requestOptionsLocal);
+        });
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter by Campaign business state. Allowed values: "validating",
+     * "running", "cancelling", "completed", "failed", "cancelled", "deleting".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position along with
+     * {@link PagedResponse}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private PagedResponse<BinaryData> listCampaignsSinglePage(String agentName, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        Response<BinaryData> res = service.listCampaignsSync(this.client.getEndpoint(), agentName,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null);
+    }
+
+    /**
+     * List telephony campaigns
+     *
+     * Lists the Agent's Campaigns without inline recipients. Filters are live views, not snapshots.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort order by the `created_at` timestamp of the objects. `asc`
+     * for ascending order and`desc`
+     * for descending order. Allowed values: "asc", "desc".</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>status</td><td>String</td><td>No</td><td>Filter by Campaign business state. Allowed values: "validating",
+     * "running", "cancelling", "completed", "failed", "cancelled", "deleting".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     connection_name: String (Required)
+     *     source (Required): {
+     *         type: String(phone_number/teams/sip) (Required)
+     *         value: String (Required)
+     *     }
+     *     recipients (Optional): [
+     *          (Optional){
+     *             destination (Required): (recursive schema, see destination above)
+     *             structured_inputs (Optional): {
+     *                 String: BinaryData (Required)
+     *             }
+     *             scheduled_at: Long (Optional)
+     *         }
+     *     ]
+     *     recipient_dataset (Optional): {
+     *         name: String (Required)
+     *         version: String (Optional)
+     *     }
+     *     schedule (Optional): {
+     *         type: String(immediate/scheduled/recipient) (Required)
+     *         expires_at: Long (Optional)
+     *     }
+     *     retry_policy (Optional): {
+     *         type: String(fixed_interval) (Required)
+     *         max_attempts: Integer (Optional)
+     *     }
+     *     status: String(validating/running/cancelling/completed/failed/cancelled/deleting) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     name: String (Required)
+     *     created_at: long (Required)
+     *     updated_at: long (Required)
+     *     etag: String (Required)
+     *     operation_id: String (Required)
+     *     finished_at: Long (Optional)
+     *     locked_agent_version: String (Optional)
+     *     progress (Required): {
+     *         total_recipients: Long (Optional)
+     *         pending: long (Required)
+     *         active: long (Required)
+     *         completed: long (Required)
+     *         failed: long (Required)
+     *         cancelled: long (Required)
+     *         expired: long (Required)
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return shared Foundry page shape with opaque boundary tokens bound to the original sort position as paginated
+     * response with {@link PagedIterable}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listCampaigns(String agentName, RequestOptions requestOptions) {
+        return listCampaigns(null, agentName, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listCampaigns(String initialContinuationToken, String agentName,
+        RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listCampaignsSinglePage(agentName, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listCampaignsSinglePage(agentName, requestOptionsLocal);
+        });
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key, generated if omitted. Original
+     * If-Match/key replays 202 even after deletion/name reuse, never touching a replacement; conflicts return 409.
+     * Failed cancellation needs a fresh key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return preparation/cancel/delete monitor bound to its original Campaign instance/round, independent of later
+     * actions along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<Response<BinaryData>> cancelCampaignWithResponseAsync(String agentName, String campaignName,
+        String ifMatch, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.cancelCampaign(this.client.getEndpoint(), agentName,
+            campaignName, ifMatch, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key, generated if omitted. Original
+     * If-Match/key replays 202 even after deletion/name reuse, never touching a replacement; conflicts return 409.
+     * Failed cancellation needs a fresh key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return preparation/cancel/delete monitor bound to its original Campaign instance/round, independent of later
+     * actions along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Response<BinaryData> cancelCampaignWithResponse(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.cancelCampaignSync(this.client.getEndpoint(), agentName, campaignName, ifMatch,
+            this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key, generated if omitted. Original
+     * If-Match/key replays 202 even after deletion/name reuse, never touching a replacement; conflicts return 409.
+     * Failed cancellation needs a fresh key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link PollerFlux} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<TelephonyCampaignOperation, TelephonyCampaign> beginCancelCampaignWithModelAsync(String agentName,
+        String campaignName, String ifMatch, RequestOptions requestOptions) {
+        return PollerFlux.create(Duration.ofSeconds(1),
+            () -> this.cancelCampaignWithResponseAsync(agentName, campaignName, ifMatch, requestOptions),
+            new com.azure.ai.agents.implementation.CampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponseAsync(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(TelephonyCampaignOperation.class),
+            TypeReference.createInstance(TelephonyCampaign.class));
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key, generated if omitted. Original
+     * If-Match/key replays 202 even after deletion/name reuse, never touching a replacement; conflicts return 409.
+     * Failed cancellation needs a fresh key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link SyncPoller} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<TelephonyCampaignOperation, TelephonyCampaign> beginCancelCampaignWithModel(String agentName,
+        String campaignName, String ifMatch, RequestOptions requestOptions) {
+        return SyncPoller.createPoller(Duration.ofSeconds(1),
+            () -> this.cancelCampaignWithResponse(agentName, campaignName, ifMatch, requestOptions),
+            new com.azure.ai.agents.implementation.SyncCampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponse(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(TelephonyCampaignOperation.class),
+            TypeReference.createInstance(TelephonyCampaign.class));
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key, generated if omitted. Original
+     * If-Match/key replays 202 even after deletion/name reuse, never touching a replacement; conflicts return 409.
+     * Failed cancellation needs a fresh key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link PollerFlux} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<BinaryData, BinaryData> beginCancelCampaignAsync(String agentName, String campaignName,
+        String ifMatch, RequestOptions requestOptions) {
+        return PollerFlux.create(Duration.ofSeconds(1),
+            () -> this.cancelCampaignWithResponseAsync(agentName, campaignName, ifMatch, requestOptions),
+            new com.azure.ai.agents.implementation.CampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponseAsync(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(BinaryData.class), TypeReference.createInstance(BinaryData.class));
+    }
+
+    /**
+     * Cancel a telephony campaign
+     *
+     * Cancels a validating or running Campaign using If-Match. Stops new calls and retries; connected calls finish
+     * naturally. Returns 202 with an operation monitor to track completion.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key, generated if omitted. Original
+     * If-Match/key replays 202 even after deletion/name reuse, never touching a replacement; conflicts return 409.
+     * Failed cancellation needs a fresh key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, missing Campaigns return 404 and stale tokens
+     * 412. Starting cancellation outside validating/running returns 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link SyncPoller} for polling of preparation/cancel/delete monitor bound to its original Campaign
+     * instance/round, independent of later actions.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<BinaryData, BinaryData> beginCancelCampaign(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        return SyncPoller.createPoller(Duration.ofSeconds(1),
+            () -> this.cancelCampaignWithResponse(agentName, campaignName, ifMatch, requestOptions),
+            new com.azure.ai.agents.implementation.SyncCampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponse(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(BinaryData.class), TypeReference.createInstance(BinaryData.class));
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key. Original If-Match/key replays 202 even
+     * after deletion/name reuse, never touching a new instance; conflicts return 409. Failed cleanup needs a fresh
+     * key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<Response<Void>> deleteCampaignWithResponseAsync(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        return FluxUtil.withContext(context -> service.deleteCampaign(this.client.getEndpoint(), agentName,
+            campaignName, ifMatch, this.client.getServiceVersion().getVersion(), requestOptions, context));
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key. Original If-Match/key replays 202 even
+     * after deletion/name reuse, never touching a new instance; conflicts return 409. Failed cleanup needs a fresh
+     * key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Response<Void> deleteCampaignWithResponse(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        return service.deleteCampaignSync(this.client.getEndpoint(), agentName, campaignName, ifMatch,
+            this.client.getServiceVersion().getVersion(), requestOptions, Context.NONE);
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key. Original If-Match/key replays 202 even
+     * after deletion/name reuse, never touching a new instance; conflicts return 409. Failed cleanup needs a fresh
+     * key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link PollerFlux} for polling of long-running operation.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<TelephonyCampaignOperation, Void> beginDeleteCampaignWithModelAsync(String agentName,
+        String campaignName, String ifMatch, RequestOptions requestOptions) {
+        return PollerFlux.create(Duration.ofSeconds(1),
+            () -> this.deleteCampaignWithResponseAsync(agentName, campaignName, ifMatch, requestOptions),
+            new com.azure.ai.agents.implementation.CampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponseAsync(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(TelephonyCampaignOperation.class), TypeReference.createInstance(Void.class));
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key. Original If-Match/key replays 202 even
+     * after deletion/name reuse, never touching a new instance; conflicts return 409. Failed cleanup needs a fresh
+     * key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link SyncPoller} for polling of long-running operation.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<TelephonyCampaignOperation, Void> beginDeleteCampaignWithModel(String agentName,
+        String campaignName, String ifMatch, RequestOptions requestOptions) {
+        return SyncPoller.createPoller(Duration.ofSeconds(1),
+            () -> this.deleteCampaignWithResponse(agentName, campaignName, ifMatch, requestOptions),
+            new com.azure.ai.agents.implementation.SyncCampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponse(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(TelephonyCampaignOperation.class), TypeReference.createInstance(Void.class));
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key. Original If-Match/key replays 202 even
+     * after deletion/name reuse, never touching a new instance; conflicts return 409. Failed cleanup needs a fresh
+     * key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link PollerFlux} for polling of long-running operation.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public PollerFlux<BinaryData, Void> beginDeleteCampaignAsync(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        return PollerFlux.create(Duration.ofSeconds(1),
+            () -> this.deleteCampaignWithResponseAsync(agentName, campaignName, ifMatch, requestOptions),
+            new com.azure.ai.agents.implementation.CampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponseAsync(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(BinaryData.class), TypeReference.createInstance(Void.class));
+    }
+
+    /**
+     * Delete a telephony campaign
+     *
+     * Deletes a terminal Campaign and its recipient/task data asynchronously. Returns bodyless 202 with a monitor, not
+     * a tombstone; completion makes GET return 404 and lists omit it. Dataset, connections, Agent, independent jobs and
+     * call history are preserved.
+     * <p><strong>Header Parameters</strong></p>
+     * <table border="1">
+     * <caption>Header Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>Operation-Id</td><td>String</td><td>No</td><td>Optional retry key. Original If-Match/key replays 202 even
+     * after deletion/name reuse, never touching a new instance; conflicts return 409. Failed cleanup needs a fresh
+     * key/current token.</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addHeader}
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Immutable Campaign name.
+     * @param ifMatch Exact current token; no wildcards. Without replay, absent Campaigns return 204 and stale tokens
+     * 412. Active calls/workers or unfinished cancellation return 409.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return the {@link SyncPoller} for polling of long-running operation.
+     */
+    @ServiceMethod(returns = ReturnType.LONG_RUNNING_OPERATION)
+    public SyncPoller<BinaryData, Void> beginDeleteCampaign(String agentName, String campaignName, String ifMatch,
+        RequestOptions requestOptions) {
+        return SyncPoller.createPoller(Duration.ofSeconds(1),
+            () -> this.deleteCampaignWithResponse(agentName, campaignName, ifMatch, requestOptions),
+            new com.azure.ai.agents.implementation.SyncCampaignOperationLocationPollingStrategy<>(
+                new PollingStrategyOptions(this.client.getHttpPipeline())
+                    .setEndpoint("{endpoint}".replace("{endpoint}", this.client.getEndpoint()))
+                    .setContext(requestOptions != null && requestOptions.getContext() != null
+                        ? requestOptions.getContext()
+                        : Context.NONE)
+                    .setServiceVersion(this.client.getServiceVersion().getVersion()),
+                finalRequestOptions -> this.getCampaignWithResponse(agentName, campaignName, finalRequestOptions)),
+            TypeReference.createInstance(BinaryData.class), TypeReference.createInstance(Void.class));
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort invalid rows by their original row_number. Allowed values:
+     * "asc", "desc".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     row_number: long (Required)
+     *     error (Required): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return error-only page along with {@link PagedResponse} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private Mono<PagedResponse<BinaryData>> listCampaignValidationErrorsSinglePageAsync(String agentName,
+        String campaignName, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil
+            .withContext(context -> service.listCampaignValidationErrors(this.client.getEndpoint(), agentName,
+                campaignName, this.client.getServiceVersion().getVersion(), accept, requestOptions, context))
+            .map(res -> new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+                getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null));
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort invalid rows by their original row_number. Allowed values:
+     * "asc", "desc".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     row_number: long (Required)
+     *     error (Required): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return error-only page as paginated response with {@link PagedFlux}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listCampaignValidationErrorsAsync(String agentName, String campaignName,
+        RequestOptions requestOptions) {
+        return listCampaignValidationErrorsAsync(null, agentName, campaignName, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedFlux<BinaryData> listCampaignValidationErrorsAsync(String initialContinuationToken, String agentName,
+        String campaignName, RequestOptions requestOptions) {
+        return new PagedFlux<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listCampaignValidationErrorsSinglePageAsync(agentName, campaignName, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listCampaignValidationErrorsSinglePageAsync(agentName, campaignName, requestOptionsLocal);
+        });
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort invalid rows by their original row_number. Allowed values:
+     * "asc", "desc".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     row_number: long (Required)
+     *     error (Required): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return error-only page along with {@link PagedResponse}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    private PagedResponse<BinaryData> listCampaignValidationErrorsSinglePage(String agentName, String campaignName,
+        RequestOptions requestOptions) {
+        final String accept = "application/json";
+        Response<BinaryData> res = service.listCampaignValidationErrorsSync(this.client.getEndpoint(), agentName,
+            campaignName, this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
+        return new PagedResponseBase<>(res.getRequest(), res.getStatusCode(), res.getHeaders(),
+            getValues(res.getValue(), "data"), getNextLink(res.getValue(), "last_id"), null);
+    }
+
+    /**
+     * List campaign validation errors
+     *
+     * Lists current-round row validation errors. Results may be partial during preparation; an empty page does not
+     * establish success. Execution errors are in CallJobs; non-row failures are in Campaign.error.
+     * <p><strong>Query Parameters</strong></p>
+     * <table border="1">
+     * <caption>Query Parameters</caption>
+     * <tr><th>Name</th><th>Type</th><th>Required</th><th>Description</th></tr>
+     * <tr><td>limit</td><td>Integer</td><td>No</td><td>A limit on the number of objects to be returned. Limit can range
+     * between 1 and 100, and the
+     * default is 20.</td></tr>
+     * <tr><td>after</td><td>String</td><td>No</td><td>Opaque last_id bound to scope/filters/order; error cursors also
+     * bind instance/round/snapshot and survive cancel, not replacement. Exclusive with before; invalid tokens return
+     * 400 invalid_cursor.</td></tr>
+     * <tr><td>before</td><td>String</td><td>No</td><td>Opaque first_id for backward paging with unchanged
+     * scope/filters/order; exclusive with after.</td></tr>
+     * <tr><td>order</td><td>String</td><td>No</td><td>Sort invalid rows by their original row_number. Allowed values:
+     * "asc", "desc".</td></tr>
+     * </table>
+     * You can add these to a request with {@link RequestOptions#addQueryParam}
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     row_number: long (Required)
+     *     error (Required): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     * }
+     * }
+     * </pre>
+     *
+     * @param agentName Owning Agent; never overridden in recipient inputs.
+     * @param campaignName Campaign name. Deleting returns 409 campaign_deleting; absent/deleted returns 404.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return error-only page as paginated response with {@link PagedIterable}.
+     */
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listCampaignValidationErrors(String agentName, String campaignName,
+        RequestOptions requestOptions) {
+        return listCampaignValidationErrors(null, agentName, campaignName, requestOptions);
+    }
+
+    @ServiceMethod(returns = ReturnType.COLLECTION)
+    public PagedIterable<BinaryData> listCampaignValidationErrors(String initialContinuationToken, String agentName,
+        String campaignName, RequestOptions requestOptions) {
+        return new PagedIterable<>(() -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (initialContinuationToken != null) {
+                requestOptionsLocal.addQueryParam("after", initialContinuationToken, false);
+            }
+            return listCampaignValidationErrorsSinglePage(agentName, campaignName, requestOptionsLocal);
+        }, (after) -> {
+            RequestOptions requestOptionsLocal = requestOptions == null ? new RequestOptions() : requestOptions;
+            requestOptionsLocal.addRequestCallback(requestLocal -> {
+                UrlBuilder urlBuilder = UrlBuilder.parse(requestLocal.getUrl());
+                urlBuilder.setQueryParameter("after", null);
+                requestLocal.setUrl(urlBuilder.toString());
+            });
+            if (after != null) {
+                requestOptionsLocal.addQueryParam("after", after, false);
+            }
+            return listCampaignValidationErrorsSinglePage(agentName, campaignName, requestOptionsLocal);
+        });
+    }
+
+    /**
+     * Get a campaign operation
+     *
+     * Gets the initiating operation's status. PUT/cancel pollers finish with a guarded Campaign GET; deletion completes
+     * without a resource result.
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Headers</strong></p>
+     * <table border="1">
+     * <caption>Response Headers</caption>
+     * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
+     * <tr><td>Retry-After</td><td>int</td><td>Recommended number of seconds to wait before polling again.</td></tr>
+     * </table>
+     *
+     * @param agentName Owning Agent.
+     * @param campaignName Immutable Campaign name.
+     * @param operationId Operation-Id from the initiating response. Saved project/Agent authorization still applies
+     * after resource deletion.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a campaign operation
+     *
+     * Gets the initiating operation's status along with {@link Response} on successful completion of {@link Mono}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Mono<Response<BinaryData>> getCampaignOperationWithResponseAsync(String agentName, String campaignName,
+        String operationId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return FluxUtil.withContext(context -> service.getCampaignOperation(this.client.getEndpoint(), agentName,
+            campaignName, operationId, this.client.getServiceVersion().getVersion(), accept, requestOptions, context));
+    }
+
+    /**
+     * Get a campaign operation
+     *
+     * Gets the initiating operation's status. PUT/cancel pollers finish with a guarded Campaign GET; deletion completes
+     * without a resource result.
+     * <p><strong>Response Body Schema</strong></p>
+     *
+     * <pre>
+     * {@code
+     * {
+     *     id: String (Required)
+     *     status: String(queued/in_progress/succeeded/failed/cancelled) (Required)
+     *     error (Optional): {
+     *         code: String (Required)
+     *         message: String (Required)
+     *         param: String (Optional)
+     *         type: String (Optional)
+     *         misalignment (Optional): {
+     *             review_target: String (Optional)
+     *             error_type: String(potentially_unintended_data_transfer/potentially_unintended_data_access/potentially_unintended_destructive_activity/other) (Optional)
+     *             detailed_explanation: String (Optional)
+     *             steer (Optional): {
+     *                 message: String (Required)
+     *             }
+     *         }
+     *         details (Optional): [
+     *             (recursive schema, see above)
+     *         ]
+     *         additionalInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *         debugInfo (Optional): {
+     *             String: BinaryData (Required)
+     *         }
+     *     }
+     *     kind: String(validation/cancel/delete) (Required)
+     *     created_at: long (Required)
+     *     finished_at: Long (Optional)
+     * }
+     * }
+     * </pre>
+     *
+     * <p><strong>Response Headers</strong></p>
+     * <table border="1">
+     * <caption>Response Headers</caption>
+     * <tr><th>Name</th><th>Type</th><th>Description</th></tr>
+     * <tr><td>Retry-After</td><td>int</td><td>Recommended number of seconds to wait before polling again.</td></tr>
+     * </table>
+     *
+     * @param agentName Owning Agent.
+     * @param campaignName Immutable Campaign name.
+     * @param operationId Operation-Id from the initiating response. Saved project/Agent authorization still applies
+     * after resource deletion.
+     * @param requestOptions The options to configure the HTTP request before HTTP client sends it.
+     * @throws HttpResponseException thrown if the request is rejected by server.
+     * @throws ClientAuthenticationException thrown if the request is rejected by server on status code 401.
+     * @throws ResourceNotFoundException thrown if the request is rejected by server on status code 404.
+     * @throws ResourceModifiedException thrown if the request is rejected by server on status code 409.
+     * @return a campaign operation
+     *
+     * Gets the initiating operation's status along with {@link Response}.
+     */
+    @ServiceMethod(returns = ReturnType.SINGLE)
+    public Response<BinaryData> getCampaignOperationWithResponse(String agentName, String campaignName,
+        String operationId, RequestOptions requestOptions) {
+        final String accept = "application/json";
+        return service.getCampaignOperationSync(this.client.getEndpoint(), agentName, campaignName, operationId,
             this.client.getServiceVersion().getVersion(), accept, requestOptions, Context.NONE);
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/CampaignOperationLocationPollingStrategy.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/CampaignOperationLocationPollingStrategy.java
new file mode 100644
index 0000000000000..0f3733f8f423a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/CampaignOperationLocationPollingStrategy.java
@@ -0,0 +1,76 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation;
+
+import com.azure.core.http.rest.RequestOptions;
+import com.azure.core.http.rest.Response;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Context;
+import com.azure.core.util.logging.ClientLogger;
+import com.azure.core.util.polling.LongRunningOperationStatus;
+import com.azure.core.util.polling.PollResponse;
+import com.azure.core.util.polling.PollingContext;
+import com.azure.core.util.polling.PollingStrategyOptions;
+import com.azure.core.util.serializer.JsonSerializerProviders;
+import com.azure.core.util.serializer.ObjectSerializer;
+import com.azure.core.util.serializer.TypeReference;
+import java.util.Objects;
+import java.util.function.Function;
+import reactor.core.publisher.Mono;
+
+/**
+ * Polls campaign monitors and retrieves the original campaign instance, or no result for deletion.
+ * The initial Operation-Id guards the final GET against campaign replacement or name reuse.
+ * A bodyless DELETE 204 completes immediately without polling.
+ *
+ * @param <T> the operation monitor type
+ * @param <U> the final campaign type, BinaryData, or Void for deletion
+ */
+final class CampaignOperationLocationPollingStrategy<T, U> extends OperationLocationPollingStrategy<T, U> {
+    private static final ClientLogger LOGGER = new ClientLogger(CampaignOperationLocationPollingStrategy.class);
+    private final Function<RequestOptions, Mono<Response<BinaryData>>> getCampaign;
+    private final ObjectSerializer serializer;
+    private final Context context;
+
+    CampaignOperationLocationPollingStrategy(PollingStrategyOptions options,
+        Function<RequestOptions, Mono<Response<BinaryData>>> getCampaign) {
+        super(options);
+        this.getCampaign = Objects.requireNonNull(getCampaign, "'getCampaign' cannot be null.");
+        this.serializer
+            = options.getSerializer() == null ? JsonSerializerProviders.createInstance(true) : options.getSerializer();
+        this.context = options.getContext() == null ? Context.NONE : options.getContext();
+    }
+
+    @Override
+    public Mono<Boolean> canPoll(Response<?> response) {
+        return Mono.fromSupplier(() -> AgentsServicePollUtils.canPollCampaign(response));
+    }
+
+    @Override
+    public Mono<PollResponse<T>> onInitialResponse(Response<?> response, PollingContext<T> pollingContext,
+        TypeReference<T> pollResponseType) {
+        return Mono.defer(() -> {
+            if (AgentsServicePollUtils.initializeCampaignPollingContext(response, pollingContext)) {
+                return Mono.just(new PollResponse<>(LongRunningOperationStatus.SUCCESSFULLY_COMPLETED, null));
+            }
+            return super.onInitialResponse(response, pollingContext, pollResponseType);
+        });
+    }
+
+    @Override
+    public Mono<U> getResult(PollingContext<T> pollingContext, TypeReference<U> resultType) {
+        return Mono.defer(() -> {
+            if (AgentsServicePollUtils.isCompletedCampaignDeletion(pollingContext)) {
+                return Mono.empty();
+            }
+            RequestOptions requestOptions
+                = AgentsServicePollUtils.getCampaignFinalRequestOptions(pollingContext, context);
+            return getCampaign.apply(requestOptions)
+                .flatMap(response -> PollingUtils.deserializeResponse(
+                    AgentsServicePollUtils.getCampaignResponseBody(response), serializer, resultType))
+                .switchIfEmpty(Mono.defer(() -> Mono.error(LOGGER.logExceptionAsError(
+                    new IllegalStateException("Campaign final GET did not contain a response body.")))));
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/StructuredInputJsonHelper.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/StructuredInputJsonHelper.java
new file mode 100644
index 0000000000000..3f36ed0cff466
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/StructuredInputJsonHelper.java
@@ -0,0 +1,67 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation;
+
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.logging.ClientLogger;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Reads structured input JSON without coercing its numbers to Java numeric types.
+ */
+public final class StructuredInputJsonHelper {
+    private static final ClientLogger LOGGER = new ClientLogger(StructuredInputJsonHelper.class);
+
+    private StructuredInputJsonHelper() {
+    }
+
+    /**
+     * Reads a non-null JSON value while retaining its numeric precision and JSON types.
+     *
+     * @param reader the reader positioned at the value.
+     * @return the JSON value as serializable BinaryData.
+     * @throws IOException if the JSON cannot be read.
+     * @throws IllegalStateException if the reader is not positioned at a non-null JSON value.
+     */
+    public static BinaryData readJsonValue(JsonReader reader) throws IOException {
+        JsonToken token = reader.currentToken();
+        if (token == JsonToken.STRING) {
+            return BinaryData.fromObject(reader.getString());
+        }
+        String json;
+        if (token == JsonToken.START_OBJECT || token == JsonToken.START_ARRAY) {
+            json = reader.readChildren();
+        } else if (token == JsonToken.NUMBER || token == JsonToken.BOOLEAN) {
+            json = reader.getText();
+        } else {
+            throw LOGGER
+                .logExceptionAsError(new IllegalStateException("Expected a non-null JSON value, found " + token));
+        }
+        return BinaryData.fromObject(new JsonValue(json));
+    }
+
+    private static final class JsonValue implements JsonSerializable<JsonValue> {
+        private final String json;
+
+        private JsonValue(String json) {
+            this.json = json;
+        }
+
+        @Override
+        public JsonWriter toJson(JsonWriter writer) throws IOException {
+            return writer.writeRawValue(json);
+        }
+
+        public static JsonValue fromJson(JsonReader reader) throws IOException {
+            if (reader.currentToken() == null) {
+                reader.nextToken();
+            }
+            return reader.getNullable(nonNullReader -> new JsonValue(readJsonValue(nonNullReader).toString()));
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/SyncCampaignOperationLocationPollingStrategy.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/SyncCampaignOperationLocationPollingStrategy.java
new file mode 100644
index 0000000000000..859fcd2a58165
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/SyncCampaignOperationLocationPollingStrategy.java
@@ -0,0 +1,72 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation;
+
+import com.azure.core.http.rest.RequestOptions;
+import com.azure.core.http.rest.Response;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Context;
+import com.azure.core.util.logging.ClientLogger;
+import com.azure.core.util.polling.LongRunningOperationStatus;
+import com.azure.core.util.polling.PollResponse;
+import com.azure.core.util.polling.PollingContext;
+import com.azure.core.util.polling.PollingStrategyOptions;
+import com.azure.core.util.serializer.JsonSerializerProviders;
+import com.azure.core.util.serializer.ObjectSerializer;
+import com.azure.core.util.serializer.TypeReference;
+import java.util.Objects;
+import java.util.function.Function;
+
+/**
+ * Polls campaign monitors synchronously and retrieves the original campaign instance, or no result for deletion.
+ * The initial Operation-Id guards the final GET against campaign replacement or name reuse.
+ * A bodyless DELETE 204 completes immediately without polling.
+ *
+ * @param <T> the operation monitor type
+ * @param <U> the final campaign type, BinaryData, or Void for deletion
+ */
+final class SyncCampaignOperationLocationPollingStrategy<T, U> extends SyncOperationLocationPollingStrategy<T, U> {
+    private static final ClientLogger LOGGER = new ClientLogger(SyncCampaignOperationLocationPollingStrategy.class);
+    private final Function<RequestOptions, Response<BinaryData>> getCampaign;
+    private final ObjectSerializer serializer;
+    private final Context context;
+
+    SyncCampaignOperationLocationPollingStrategy(PollingStrategyOptions options,
+        Function<RequestOptions, Response<BinaryData>> getCampaign) {
+        super(options);
+        this.getCampaign = Objects.requireNonNull(getCampaign, "'getCampaign' cannot be null.");
+        this.serializer
+            = options.getSerializer() == null ? JsonSerializerProviders.createInstance(true) : options.getSerializer();
+        this.context = options.getContext() == null ? Context.NONE : options.getContext();
+    }
+
+    @Override
+    public boolean canPoll(Response<?> response) {
+        return AgentsServicePollUtils.canPollCampaign(response);
+    }
+
+    @Override
+    public PollResponse<T> onInitialResponse(Response<?> response, PollingContext<T> pollingContext,
+        TypeReference<T> pollResponseType) {
+        if (AgentsServicePollUtils.initializeCampaignPollingContext(response, pollingContext)) {
+            return new PollResponse<>(LongRunningOperationStatus.SUCCESSFULLY_COMPLETED, null);
+        }
+        return super.onInitialResponse(response, pollingContext, pollResponseType);
+    }
+
+    @Override
+    public U getResult(PollingContext<T> pollingContext, TypeReference<U> resultType) {
+        if (AgentsServicePollUtils.isCompletedCampaignDeletion(pollingContext)) {
+            return null;
+        }
+        RequestOptions requestOptions = AgentsServicePollUtils.getCampaignFinalRequestOptions(pollingContext, context);
+        BinaryData body = AgentsServicePollUtils.getCampaignResponseBody(getCampaign.apply(requestOptions));
+        U result = PollingUtils.deserializeResponseSync(body, serializer, resultType);
+        if (result == null) {
+            throw LOGGER
+                .logExceptionAsError(new IllegalStateException("Campaign final GET did not contain a response body."));
+        }
+        return result;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketUtils.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketUtils.java
index 97aade8190dd7..1ee135629245e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketUtils.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketUtils.java
@@ -117,7 +117,7 @@ public static URI buildWebSocketUri(VoiceAgentWebSocketClientConfiguration confi
         UrlBuilder url = UrlBuilder.parse(baseUri.toString());
         url.setQueryParameter("api-version", encode(configuration.getApiVersion()));
         url.setQueryParameter("x-ms-client-sdk", encode(configuration.getUserAgent()));
-        VoiceAgentTransport transport = options.getTransport();
+        VoiceAgentTransport transport = options.getTransportType();
         url.setQueryParameter("transport", transport == null ? "websocket" : encode(transport.toString()));
         if (options.isStoreEnabled() != null) {
             url.setQueryParameter("store", options.isStoreEnabled().toString());
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
index e592e63909611..e01ddede048ff 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AgentDefinition.java
@@ -115,7 +115,7 @@ public static AgentDefinition fromJson(JsonReader jsonReader) throws IOException
                 } else if ("external".equals(discriminatorValue)) {
                     return ExternalAgentDefinition.fromJson(readerToUse.reset());
                 } else if ("voice".equals(discriminatorValue)) {
-                    return VoiceAgentDefinition.fromJson(readerToUse.reset());
+                    return VoiceAgentBaseDefinition.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AudioTranscription.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AudioTranscription.java
deleted file mode 100644
index 3f141148b5b06..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AudioTranscription.java
+++ /dev/null
@@ -1,297 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import com.openai.models.realtime.AudioTranscription.Delay;
-import java.io.IOException;
-import java.util.List;
-
-/**
- * The AudioTranscription model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class AudioTranscription implements JsonSerializable<AudioTranscription> {
-
-    /*
-     * The model to use for transcription. Current options are `whisper-1`, `gpt-transcribe`, `gpt-live-transcribe`,
-     * `gpt-4o-mini-transcribe`, `gpt-4o-mini-transcribe-2025-12-15`, `gpt-4o-transcribe`, `gpt-4o-transcribe-diarize`,
-     * and `gpt-realtime-whisper`. Use `gpt-4o-transcribe-diarize` when you need diarization with speaker labels.
-     */
-    @Generated
-    private AudioTranscriptionModel model;
-
-    /*
-     * The language of the input audio. Supplying the input language in
-     * [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) (e.g. `en`) format
-     * will improve accuracy and latency.
-     */
-    @Generated
-    private String language;
-
-    /*
-     * Possible languages of the input audio, in [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes)
-     * format. Supported by `gpt-transcribe` and `gpt-live-transcribe`.
-     */
-    @Generated
-    private List<String> languages;
-
-    /*
-     * Words or phrases to guide transcription of the input audio. Supported by `gpt-transcribe` and
-     * `gpt-live-transcribe`.
-     */
-    @Generated
-    private List<String> keywords;
-
-    /*
-     * An optional text to guide the model's style or continue a previous audio
-     * segment.
-     * For `whisper-1`, the [prompt is a list of
-     * keywords](https://developers.openai.com/api/docs/guides/speech-to-text#prompting).
-     * For `gpt-4o-transcribe` models (excluding `gpt-4o-transcribe-diarize`), the prompt is a free text string, for
-     * example "expect words related to technology".
-     * Prompt is not supported with `gpt-realtime-whisper` in GA Realtime sessions.
-     */
-    @Generated
-    private String prompt;
-
-    /*
-     * Controls how long the model waits before emitting transcription text.
-     * Higher values can improve transcription accuracy at the cost of latency.
-     * Only supported with `gpt-realtime-whisper` in GA Realtime sessions.
-     */
-    @Generated
-    private Delay delay;
-
-    /**
-     * Creates an instance of AudioTranscription class.
-     */
-    @Generated
-    public AudioTranscription() {
-    }
-
-    /**
-     * Get the model property: The model to use for transcription. Current options are `whisper-1`, `gpt-transcribe`,
-     * `gpt-live-transcribe`, `gpt-4o-mini-transcribe`, `gpt-4o-mini-transcribe-2025-12-15`, `gpt-4o-transcribe`,
-     * `gpt-4o-transcribe-diarize`, and `gpt-realtime-whisper`. Use `gpt-4o-transcribe-diarize` when you need
-     * diarization with speaker labels.
-     *
-     * @return the model value.
-     */
-    @Generated
-    public AudioTranscriptionModel getModel() {
-        return this.model;
-    }
-
-    /**
-     * Set the model property: The model to use for transcription. Current options are `whisper-1`, `gpt-transcribe`,
-     * `gpt-live-transcribe`, `gpt-4o-mini-transcribe`, `gpt-4o-mini-transcribe-2025-12-15`, `gpt-4o-transcribe`,
-     * `gpt-4o-transcribe-diarize`, and `gpt-realtime-whisper`. Use `gpt-4o-transcribe-diarize` when you need
-     * diarization with speaker labels.
-     *
-     * @param model the model value to set.
-     * @return the AudioTranscription object itself.
-     */
-    @Generated
-    public AudioTranscription setModel(AudioTranscriptionModel model) {
-        this.model = model;
-        return this;
-    }
-
-    /**
-     * Get the language property: The language of the input audio. Supplying the input language in
-     * [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) (e.g. `en`) format
-     * will improve accuracy and latency.
-     *
-     * @return the language value.
-     */
-    @Generated
-    public String getLanguage() {
-        return this.language;
-    }
-
-    /**
-     * Set the language property: The language of the input audio. Supplying the input language in
-     * [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) (e.g. `en`) format
-     * will improve accuracy and latency.
-     *
-     * @param language the language value to set.
-     * @return the AudioTranscription object itself.
-     */
-    @Generated
-    public AudioTranscription setLanguage(String language) {
-        this.language = language;
-        return this;
-    }
-
-    /**
-     * Get the languages property: Possible languages of the input audio, in
-     * [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) format. Supported by `gpt-transcribe` and
-     * `gpt-live-transcribe`.
-     *
-     * @return the languages value.
-     */
-    @Generated
-    public List<String> getLanguages() {
-        return this.languages;
-    }
-
-    /**
-     * Set the languages property: Possible languages of the input audio, in
-     * [ISO-639-1](https://en.wikipedia.org/wiki/List_of_ISO_639-1_codes) format. Supported by `gpt-transcribe` and
-     * `gpt-live-transcribe`.
-     *
-     * @param languages the languages value to set.
-     * @return the AudioTranscription object itself.
-     */
-    @Generated
-    public AudioTranscription setLanguages(List<String> languages) {
-        this.languages = languages;
-        return this;
-    }
-
-    /**
-     * Get the keywords property: Words or phrases to guide transcription of the input audio. Supported by
-     * `gpt-transcribe` and `gpt-live-transcribe`.
-     *
-     * @return the keywords value.
-     */
-    @Generated
-    public List<String> getKeywords() {
-        return this.keywords;
-    }
-
-    /**
-     * Set the keywords property: Words or phrases to guide transcription of the input audio. Supported by
-     * `gpt-transcribe` and `gpt-live-transcribe`.
-     *
-     * @param keywords the keywords value to set.
-     * @return the AudioTranscription object itself.
-     */
-    @Generated
-    public AudioTranscription setKeywords(List<String> keywords) {
-        this.keywords = keywords;
-        return this;
-    }
-
-    /**
-     * Get the prompt property: An optional text to guide the model's style or continue a previous audio
-     * segment.
-     * For `whisper-1`, the [prompt is a list of
-     * keywords](https://developers.openai.com/api/docs/guides/speech-to-text#prompting).
-     * For `gpt-4o-transcribe` models (excluding `gpt-4o-transcribe-diarize`), the prompt is a free text string, for
-     * example "expect words related to technology".
-     * Prompt is not supported with `gpt-realtime-whisper` in GA Realtime sessions.
-     *
-     * @return the prompt value.
-     */
-    @Generated
-    public String getPrompt() {
-        return this.prompt;
-    }
-
-    /**
-     * Set the prompt property: An optional text to guide the model's style or continue a previous audio
-     * segment.
-     * For `whisper-1`, the [prompt is a list of
-     * keywords](https://developers.openai.com/api/docs/guides/speech-to-text#prompting).
-     * For `gpt-4o-transcribe` models (excluding `gpt-4o-transcribe-diarize`), the prompt is a free text string, for
-     * example "expect words related to technology".
-     * Prompt is not supported with `gpt-realtime-whisper` in GA Realtime sessions.
-     *
-     * @param prompt the prompt value to set.
-     * @return the AudioTranscription object itself.
-     */
-    @Generated
-    public AudioTranscription setPrompt(String prompt) {
-        this.prompt = prompt;
-        return this;
-    }
-
-    /**
-     * Get the delay property: Controls how long the model waits before emitting transcription text.
-     * Higher values can improve transcription accuracy at the cost of latency.
-     * Only supported with `gpt-realtime-whisper` in GA Realtime sessions.
-     *
-     * @return the delay value.
-     */
-    @Generated
-    public Delay getDelay() {
-        return this.delay;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        // AI Tooling: openai-java de-dup
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("model", this.model == null ? null : this.model.toString());
-        jsonWriter.writeStringField("language", this.language);
-        jsonWriter.writeArrayField("languages", this.languages, (writer, element) -> writer.writeString(element));
-        jsonWriter.writeArrayField("keywords", this.keywords, (writer, element) -> writer.writeString(element));
-        jsonWriter.writeStringField("prompt", this.prompt);
-        jsonWriter.writeStringField("delay", this.delay == null ? null : this.delay.asString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of AudioTranscription from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of AudioTranscription if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the AudioTranscription.
-     */
-    public static AudioTranscription fromJson(JsonReader jsonReader) throws IOException {
-        // AI Tooling: openai-java de-dup
-        return jsonReader.readObject(reader -> {
-            AudioTranscription deserializedAudioTranscription = new AudioTranscription();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("model".equals(fieldName)) {
-                    deserializedAudioTranscription.model = AudioTranscriptionModel.fromString(reader.getString());
-                } else if ("language".equals(fieldName)) {
-                    deserializedAudioTranscription.language = reader.getString();
-                } else if ("languages".equals(fieldName)) {
-                    List<String> languages = reader.readArray(reader1 -> reader1.getString());
-                    deserializedAudioTranscription.languages = languages;
-                } else if ("keywords".equals(fieldName)) {
-                    List<String> keywords = reader.readArray(reader1 -> reader1.getString());
-                    deserializedAudioTranscription.keywords = keywords;
-                } else if ("prompt".equals(fieldName)) {
-                    deserializedAudioTranscription.prompt = reader.getString();
-                } else if ("delay".equals(fieldName)) {
-                    deserializedAudioTranscription.delay = reader.getNullable(r -> Delay.of(r.getString()));
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedAudioTranscription;
-        });
-    }
-
-    /**
-     * Set the delay property: Controls how long the model waits before emitting transcription text.
-     * Higher values can improve transcription accuracy at the cost of latency.
-     * Only supported with `gpt-realtime-whisper` in GA Realtime sessions.
-     *
-     * @param delay the delay value to set.
-     * @return the AudioTranscription object itself.
-     */
-    @Generated
-    public AudioTranscription setDelay(Delay delay) {
-        this.delay = delay;
-        return this;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AudioTranscriptionModel.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AudioTranscriptionModel.java
deleted file mode 100644
index c0073a3c5aae1..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AudioTranscriptionModel.java
+++ /dev/null
@@ -1,96 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for AudioTranscriptionModel.
- */
-@Beta(warningText = "Preview API.")
-public final class AudioTranscriptionModel extends ExpandableStringEnum<AudioTranscriptionModel> {
-
-    /**
-     * Static value whisper-1 for AudioTranscriptionModel.
-     */
-    @Generated
-    public static final AudioTranscriptionModel WHISPER_1 = fromString("whisper-1");
-
-    /**
-     * Static value gpt-transcribe for AudioTranscriptionModel.
-     */
-    @Generated
-    public static final AudioTranscriptionModel GPT_TRANSCRIBE = fromString("gpt-transcribe");
-
-    /**
-     * Static value gpt-live-transcribe for AudioTranscriptionModel.
-     */
-    @Generated
-    public static final AudioTranscriptionModel GPT_LIVE_TRANSCRIBE = fromString("gpt-live-transcribe");
-
-    /**
-     * Static value gpt-4o-mini-transcribe for AudioTranscriptionModel.
-     */
-    @Generated
-    public static final AudioTranscriptionModel GPT_4O_MINI_TRANSCRIBE = fromString("gpt-4o-mini-transcribe");
-
-    /**
-     * Static value gpt-4o-mini-transcribe-2025-12-15 for AudioTranscriptionModel.
-     */
-    @Generated
-    public static final AudioTranscriptionModel GPT_4O_MINI_TRANSCRIBE_2025_12_15
-        = fromString("gpt-4o-mini-transcribe-2025-12-15");
-
-    /**
-     * Static value gpt-4o-transcribe for AudioTranscriptionModel.
-     */
-    @Generated
-    public static final AudioTranscriptionModel GPT_4O_TRANSCRIBE = fromString("gpt-4o-transcribe");
-
-    /**
-     * Static value gpt-4o-transcribe-diarize for AudioTranscriptionModel.
-     */
-    @Generated
-    public static final AudioTranscriptionModel GPT_4O_TRANSCRIBE_DIARIZE = fromString("gpt-4o-transcribe-diarize");
-
-    /**
-     * Static value gpt-realtime-whisper for AudioTranscriptionModel.
-     */
-    @Generated
-    public static final AudioTranscriptionModel GPT_REALTIME_WHISPER = fromString("gpt-realtime-whisper");
-
-    /**
-     * Creates a new instance of AudioTranscriptionModel value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public AudioTranscriptionModel() {
-    }
-
-    /**
-     * Creates or finds a AudioTranscriptionModel from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding AudioTranscriptionModel.
-     */
-    @Generated
-    public static AudioTranscriptionModel fromString(String name) {
-        return fromString(name, AudioTranscriptionModel.class);
-    }
-
-    /**
-     * Gets known AudioTranscriptionModel values.
-     *
-     * @return known AudioTranscriptionModel values.
-     */
-    @Generated
-    public static Collection<AudioTranscriptionModel> values() {
-        return values(AudioTranscriptionModel.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureCreateResponseOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureCreateResponseOptions.java
index 9cfae0c2804d4..e1eb7ee3ac2f9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureCreateResponseOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/AzureCreateResponseOptions.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.StructuredInputJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
@@ -114,8 +115,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * it was pointing to JSON null.
      * @throws IOException If an error occurs while reading the AzureCreateResponseOptions.
      */
-    @Generated
     public static AzureCreateResponseOptions fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: Preserve structured input JSON without numeric coercion.
         return jsonReader.readObject(reader -> {
             AzureCreateResponseOptions deserializedAzureCreateResponseOptions = new AzureCreateResponseOptions();
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -124,8 +125,8 @@ public static AzureCreateResponseOptions fromJson(JsonReader jsonReader) throws
                 if ("agent_reference".equals(fieldName)) {
                     deserializedAzureCreateResponseOptions.agentReference = AgentReference.fromJson(reader);
                 } else if ("structured_inputs".equals(fieldName)) {
-                    Map<String, BinaryData> structuredInputs = reader.readMap(reader1 -> reader1
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
+                    Map<String, BinaryData> structuredInputs
+                        = reader.readMap(reader1 -> reader1.getNullable(StructuredInputJsonHelper::readJsonValue));
                     deserializedAzureCreateResponseOptions.structuredInputs = structuredInputs;
                 } else if ("user_security_context".equals(fieldName)) {
                     deserializedAzureCreateResponseOptions.userSecurityContext
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateSipTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateSipTelephonyBindingInput.java
deleted file mode 100644
index e1fb475d49b80..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateSipTelephonyBindingInput.java
+++ /dev/null
@@ -1,176 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.List;
-
-/**
- * The request to create an inbound SIP binding.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class CreateSipTelephonyBindingInput extends CreateTelephonyBindingInput {
-
-    /*
-     * The telephony provider.
-     */
-    @Generated
-    private TelephonyProvider provider = TelephonyProvider.SIP;
-
-    /*
-     * For UI display only.
-     */
-    @Generated
-    private String phoneNumber;
-
-    /*
-     * Omit or send [] to allow any caller. Entries match the entire normalized E.164 caller number.
-     */
-    @Generated
-    private List<String> allowedCallingNumbers;
-
-    /**
-     * Creates an instance of CreateSipTelephonyBindingInput class.
-     *
-     * @param connectionName the connectionName value to set.
-     */
-    @Generated
-    public CreateSipTelephonyBindingInput(String connectionName) {
-        super(connectionName);
-    }
-
-    /**
-     * Get the provider property: The telephony provider.
-     *
-     * @return the provider value.
-     */
-    @Generated
-    @Override
-    public TelephonyProvider getProvider() {
-        return this.provider;
-    }
-
-    /**
-     * Get the phoneNumber property: For UI display only.
-     *
-     * @return the phoneNumber value.
-     */
-    @Generated
-    public String getPhoneNumber() {
-        return this.phoneNumber;
-    }
-
-    /**
-     * Set the phoneNumber property: For UI display only.
-     *
-     * @param phoneNumber the phoneNumber value to set.
-     * @return the CreateSipTelephonyBindingInput object itself.
-     */
-    @Generated
-    public CreateSipTelephonyBindingInput setPhoneNumber(String phoneNumber) {
-        this.phoneNumber = phoneNumber;
-        return this;
-    }
-
-    /**
-     * Get the allowedCallingNumbers property: Omit or send [] to allow any caller. Entries match the entire normalized
-     * E.164 caller number.
-     *
-     * @return the allowedCallingNumbers value.
-     */
-    @Generated
-    public List<String> getAllowedCallingNumbers() {
-        return this.allowedCallingNumbers;
-    }
-
-    /**
-     * Set the allowedCallingNumbers property: Omit or send [] to allow any caller. Entries match the entire normalized
-     * E.164 caller number.
-     *
-     * @param allowedCallingNumbers the allowedCallingNumbers value to set.
-     * @return the CreateSipTelephonyBindingInput object itself.
-     */
-    @Generated
-    public CreateSipTelephonyBindingInput setAllowedCallingNumbers(List<String> allowedCallingNumbers) {
-        this.allowedCallingNumbers = allowedCallingNumbers;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public CreateSipTelephonyBindingInput setLabel(String label) {
-        super.setLabel(label);
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("connection_name", getConnectionName());
-        jsonWriter.writeStringField("label", getLabel());
-        jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
-        jsonWriter.writeStringField("phone_number", this.phoneNumber);
-        jsonWriter.writeArrayField("allowed_calling_numbers", this.allowedCallingNumbers,
-            (writer, element) -> writer.writeString(element));
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CreateSipTelephonyBindingInput from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CreateSipTelephonyBindingInput if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CreateSipTelephonyBindingInput.
-     */
-    @Generated
-    public static CreateSipTelephonyBindingInput fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String connectionName = null;
-            String label = null;
-            TelephonyProvider provider = TelephonyProvider.SIP;
-            String phoneNumber = null;
-            List<String> allowedCallingNumbers = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("connection_name".equals(fieldName)) {
-                    connectionName = reader.getString();
-                } else if ("label".equals(fieldName)) {
-                    label = reader.getString();
-                } else if ("provider".equals(fieldName)) {
-                    provider = TelephonyProvider.fromString(reader.getString());
-                } else if ("phone_number".equals(fieldName)) {
-                    phoneNumber = reader.getString();
-                } else if ("allowed_calling_numbers".equals(fieldName)) {
-                    allowedCallingNumbers = reader.readArray(reader1 -> reader1.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            CreateSipTelephonyBindingInput deserializedCreateSipTelephonyBindingInput
-                = new CreateSipTelephonyBindingInput(connectionName);
-            deserializedCreateSipTelephonyBindingInput.setLabel(label);
-            deserializedCreateSipTelephonyBindingInput.provider = provider;
-            deserializedCreateSipTelephonyBindingInput.phoneNumber = phoneNumber;
-            deserializedCreateSipTelephonyBindingInput.allowedCallingNumbers = allowedCallingNumbers;
-            return deserializedCreateSipTelephonyBindingInput;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensibilityTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensibilityTelephonyBindingInput.java
deleted file mode 100644
index 978a05c0a6678..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTeamsPhoneExtensibilityTelephonyBindingInput.java
+++ /dev/null
@@ -1,162 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The request to create a Microsoft Teams Phone extensibility binding.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class CreateTeamsPhoneExtensibilityTelephonyBindingInput extends CreateTelephonyBindingInput {
-
-    /*
-     * The telephony provider.
-     */
-    @Generated
-    private TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSIBILITY;
-
-    /*
-     * The optional display phone number for the Teams resource account.
-     */
-    @Generated
-    private String phoneNumber;
-
-    /*
-     * The Microsoft Teams resource-account object identifier as a GUID.
-     */
-    @Generated
-    private final String resourceAccountObjectId;
-
-    /**
-     * Creates an instance of CreateTeamsPhoneExtensibilityTelephonyBindingInput class.
-     *
-     * @param connectionName the connectionName value to set.
-     * @param resourceAccountObjectId the resourceAccountObjectId value to set.
-     */
-    @Generated
-    public CreateTeamsPhoneExtensibilityTelephonyBindingInput(String connectionName, String resourceAccountObjectId) {
-        super(connectionName);
-        this.resourceAccountObjectId = resourceAccountObjectId;
-    }
-
-    /**
-     * Get the provider property: The telephony provider.
-     *
-     * @return the provider value.
-     */
-    @Generated
-    @Override
-    public TelephonyProvider getProvider() {
-        return this.provider;
-    }
-
-    /**
-     * Get the phoneNumber property: The optional display phone number for the Teams resource account.
-     *
-     * @return the phoneNumber value.
-     */
-    @Generated
-    public String getPhoneNumber() {
-        return this.phoneNumber;
-    }
-
-    /**
-     * Set the phoneNumber property: The optional display phone number for the Teams resource account.
-     *
-     * @param phoneNumber the phoneNumber value to set.
-     * @return the CreateTeamsPhoneExtensibilityTelephonyBindingInput object itself.
-     */
-    @Generated
-    public CreateTeamsPhoneExtensibilityTelephonyBindingInput setPhoneNumber(String phoneNumber) {
-        this.phoneNumber = phoneNumber;
-        return this;
-    }
-
-    /**
-     * Get the resourceAccountObjectId property: The Microsoft Teams resource-account object identifier as a GUID.
-     *
-     * @return the resourceAccountObjectId value.
-     */
-    @Generated
-    public String getResourceAccountObjectId() {
-        return this.resourceAccountObjectId;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public CreateTeamsPhoneExtensibilityTelephonyBindingInput setLabel(String label) {
-        super.setLabel(label);
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("connection_name", getConnectionName());
-        jsonWriter.writeStringField("label", getLabel());
-        jsonWriter.writeStringField("resource_account_object_id", this.resourceAccountObjectId);
-        jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
-        jsonWriter.writeStringField("phone_number", this.phoneNumber);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CreateTeamsPhoneExtensibilityTelephonyBindingInput from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CreateTeamsPhoneExtensibilityTelephonyBindingInput if the JsonReader was pointing to an
-     * instance of it, or null if it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CreateTeamsPhoneExtensibilityTelephonyBindingInput.
-     */
-    @Generated
-    public static CreateTeamsPhoneExtensibilityTelephonyBindingInput fromJson(JsonReader jsonReader)
-        throws IOException {
-        return jsonReader.readObject(reader -> {
-            String connectionName = null;
-            String label = null;
-            String resourceAccountObjectId = null;
-            TelephonyProvider provider = TelephonyProvider.TEAMS_PHONE_EXTENSIBILITY;
-            String phoneNumber = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("connection_name".equals(fieldName)) {
-                    connectionName = reader.getString();
-                } else if ("label".equals(fieldName)) {
-                    label = reader.getString();
-                } else if ("resource_account_object_id".equals(fieldName)) {
-                    resourceAccountObjectId = reader.getString();
-                } else if ("provider".equals(fieldName)) {
-                    provider = TelephonyProvider.fromString(reader.getString());
-                } else if ("phone_number".equals(fieldName)) {
-                    phoneNumber = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            CreateTeamsPhoneExtensibilityTelephonyBindingInput deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput
-                = new CreateTeamsPhoneExtensibilityTelephonyBindingInput(connectionName, resourceAccountObjectId);
-            deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput.setLabel(label);
-            deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput.provider = provider;
-            deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput.phoneNumber = phoneNumber;
-            return deserializedCreateTeamsPhoneExtensibilityTelephonyBindingInput;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java
deleted file mode 100644
index fd2a80a017ebc..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyBindingInput.java
+++ /dev/null
@@ -1,171 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The request to create a telephony binding.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public class CreateTelephonyBindingInput implements JsonSerializable<CreateTelephonyBindingInput> {
-
-    /*
-     * The telephony provider.
-     */
-    @Generated
-    private TelephonyProvider provider = TelephonyProvider.fromString("CreateTelephonyBindingInput");
-
-    /*
-     * The Foundry connection name for the telephony provider.
-     */
-    @Generated
-    private final String connectionName;
-
-    /*
-     * An optional display label for the binding.
-     */
-    @Generated
-    private String label;
-
-    /**
-     * Creates an instance of CreateTelephonyBindingInput class.
-     *
-     * @param connectionName the connectionName value to set.
-     */
-    @Generated
-    protected CreateTelephonyBindingInput(String connectionName) {
-        this.connectionName = connectionName;
-    }
-
-    /**
-     * Get the provider property: The telephony provider.
-     *
-     * @return the provider value.
-     */
-    @Generated
-    public TelephonyProvider getProvider() {
-        return this.provider;
-    }
-
-    /**
-     * Get the connectionName property: The Foundry connection name for the telephony provider.
-     *
-     * @return the connectionName value.
-     */
-    @Generated
-    public String getConnectionName() {
-        return this.connectionName;
-    }
-
-    /**
-     * Get the label property: An optional display label for the binding.
-     *
-     * @return the label value.
-     */
-    @Generated
-    public String getLabel() {
-        return this.label;
-    }
-
-    /**
-     * Set the label property: An optional display label for the binding.
-     *
-     * @param label the label value to set.
-     * @return the CreateTelephonyBindingInput object itself.
-     */
-    @Generated
-    public CreateTelephonyBindingInput setLabel(String label) {
-        this.label = label;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("connection_name", this.connectionName);
-        jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
-        jsonWriter.writeStringField("label", this.label);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CreateTelephonyBindingInput from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CreateTelephonyBindingInput if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CreateTelephonyBindingInput.
-     */
-    @Generated
-    public static CreateTelephonyBindingInput fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String discriminatorValue = null;
-            try (JsonReader readerToUse = reader.bufferObject()) {
-                // Prepare for reading
-                readerToUse.nextToken();
-                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
-                    String fieldName = readerToUse.getFieldName();
-                    readerToUse.nextToken();
-                    if ("provider".equals(fieldName)) {
-                        discriminatorValue = readerToUse.getString();
-                        break;
-                    } else {
-                        readerToUse.skipChildren();
-                    }
-                }
-                // Use the discriminator value to determine which subtype should be deserialized.
-                if ("teams_phone_extensibility".equals(discriminatorValue)) {
-                    return CreateTeamsPhoneExtensibilityTelephonyBindingInput.fromJson(readerToUse.reset());
-                } else if ("twilio".equals(discriminatorValue)) {
-                    return CreateTwilioTelephonyBindingInput.fromJson(readerToUse.reset());
-                } else if ("sip".equals(discriminatorValue)) {
-                    return CreateSipTelephonyBindingInput.fromJson(readerToUse.reset());
-                } else {
-                    return fromJsonKnownDiscriminator(readerToUse.reset());
-                }
-            }
-        });
-    }
-
-    @Generated
-    static CreateTelephonyBindingInput fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String connectionName = null;
-            TelephonyProvider provider = null;
-            String label = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("connection_name".equals(fieldName)) {
-                    connectionName = reader.getString();
-                } else if ("provider".equals(fieldName)) {
-                    provider = TelephonyProvider.fromString(reader.getString());
-                } else if ("label".equals(fieldName)) {
-                    label = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            CreateTelephonyBindingInput deserializedCreateTelephonyBindingInput
-                = new CreateTelephonyBindingInput(connectionName);
-            deserializedCreateTelephonyBindingInput.provider = provider;
-            deserializedCreateTelephonyBindingInput.label = label;
-            return deserializedCreateTelephonyBindingInput;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTwilioTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTwilioTelephonyBindingInput.java
deleted file mode 100644
index 1c9c3f65edf9a..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTwilioTelephonyBindingInput.java
+++ /dev/null
@@ -1,128 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The request to create a Twilio binding.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class CreateTwilioTelephonyBindingInput extends CreateTelephonyBindingInput {
-
-    /*
-     * The telephony provider.
-     */
-    @Generated
-    private TelephonyProvider provider = TelephonyProvider.TWILIO;
-
-    /*
-     * The Twilio E.164 phone number.
-     */
-    @Generated
-    private final String phoneNumber;
-
-    /**
-     * Creates an instance of CreateTwilioTelephonyBindingInput class.
-     *
-     * @param connectionName the connectionName value to set.
-     * @param phoneNumber the phoneNumber value to set.
-     */
-    @Generated
-    public CreateTwilioTelephonyBindingInput(String connectionName, String phoneNumber) {
-        super(connectionName);
-        this.phoneNumber = phoneNumber;
-    }
-
-    /**
-     * Get the provider property: The telephony provider.
-     *
-     * @return the provider value.
-     */
-    @Generated
-    @Override
-    public TelephonyProvider getProvider() {
-        return this.provider;
-    }
-
-    /**
-     * Get the phoneNumber property: The Twilio E.164 phone number.
-     *
-     * @return the phoneNumber value.
-     */
-    @Generated
-    public String getPhoneNumber() {
-        return this.phoneNumber;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public CreateTwilioTelephonyBindingInput setLabel(String label) {
-        super.setLabel(label);
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("connection_name", getConnectionName());
-        jsonWriter.writeStringField("label", getLabel());
-        jsonWriter.writeStringField("phone_number", this.phoneNumber);
-        jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of CreateTwilioTelephonyBindingInput from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of CreateTwilioTelephonyBindingInput if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CreateTwilioTelephonyBindingInput.
-     */
-    @Generated
-    public static CreateTwilioTelephonyBindingInput fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String connectionName = null;
-            String label = null;
-            String phoneNumber = null;
-            TelephonyProvider provider = TelephonyProvider.TWILIO;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("connection_name".equals(fieldName)) {
-                    connectionName = reader.getString();
-                } else if ("label".equals(fieldName)) {
-                    label = reader.getString();
-                } else if ("phone_number".equals(fieldName)) {
-                    phoneNumber = reader.getString();
-                } else if ("provider".equals(fieldName)) {
-                    provider = TelephonyProvider.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            CreateTwilioTelephonyBindingInput deserializedCreateTwilioTelephonyBindingInput
-                = new CreateTwilioTelephonyBindingInput(connectionName, phoneNumber);
-            deserializedCreateTwilioTelephonyBindingInput.setLabel(label);
-            deserializedCreateTwilioTelephonyBindingInput.provider = provider;
-            return deserializedCreateTwilioTelephonyBindingInput;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetReference.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetReference.java
new file mode 100644
index 0000000000000..9a01d9727e301
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/DatasetReference.java
@@ -0,0 +1,121 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Reference to a Foundry Dataset in the current project. Consuming operations define supported Dataset kinds and
+ * resolution behavior.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class DatasetReference implements JsonSerializable<DatasetReference> {
+
+    /*
+     * Dataset name.
+     */
+    @Generated
+    private final String name;
+
+    /*
+     * Optional Dataset version. Omit to select latest when the consuming operation resolves the reference.
+     */
+    @Generated
+    private String version;
+
+    /**
+     * Creates an instance of DatasetReference class.
+     *
+     * @param name the name value to set.
+     */
+    @Generated
+    public DatasetReference(String name) {
+        this.name = name;
+    }
+
+    /**
+     * Get the name property: Dataset name.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the version property: Optional Dataset version. Omit to select latest when the consuming operation resolves
+     * the reference.
+     *
+     * @return the version value.
+     */
+    @Generated
+    public String getVersion() {
+        return this.version;
+    }
+
+    /**
+     * Set the version property: Optional Dataset version. Omit to select latest when the consuming operation resolves
+     * the reference.
+     *
+     * @param version the version value to set.
+     * @return the DatasetReference object itself.
+     */
+    @Generated
+    public DatasetReference setVersion(String version) {
+        this.version = version;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeStringField("version", this.version);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of DatasetReference from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of DatasetReference if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the DatasetReference.
+     */
+    @Generated
+    public static DatasetReference fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            String version = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("version".equals(fieldName)) {
+                    version = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            DatasetReference deserializedDatasetReference = new DatasetReference(name);
+            deserializedDatasetReference.version = version;
+            return deserializedDatasetReference;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsTool.java
deleted file mode 100644
index c0aafc8446da0..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsTool.java
+++ /dev/null
@@ -1,175 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * MCP list tools tool
- *
- * A tool available on an MCP server.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class McpListToolsTool implements JsonSerializable<McpListToolsTool> {
-
-    /*
-     * The name of the tool.
-     */
-    @Generated
-    private final String name;
-
-    /*
-     * The description property.
-     */
-    @Generated
-    private String description;
-
-    /*
-     * The JSON schema describing the tool's input.
-     */
-    @Generated
-    private final McpListToolsToolInputSchema inputSchema;
-
-    /*
-     * The annotations property.
-     */
-    @Generated
-    private McpListToolsToolAnnotations annotations;
-
-    /**
-     * Creates an instance of McpListToolsTool class.
-     *
-     * @param name the name value to set.
-     * @param inputSchema the inputSchema value to set.
-     */
-    @Generated
-    public McpListToolsTool(String name, McpListToolsToolInputSchema inputSchema) {
-        this.name = name;
-        this.inputSchema = inputSchema;
-    }
-
-    /**
-     * Get the name property: The name of the tool.
-     *
-     * @return the name value.
-     */
-    @Generated
-    public String getName() {
-        return this.name;
-    }
-
-    /**
-     * Get the description property: The description property.
-     *
-     * @return the description value.
-     */
-    @Generated
-    public String getDescription() {
-        return this.description;
-    }
-
-    /**
-     * Set the description property: The description property.
-     *
-     * @param description the description value to set.
-     * @return the McpListToolsTool object itself.
-     */
-    @Generated
-    public McpListToolsTool setDescription(String description) {
-        this.description = description;
-        return this;
-    }
-
-    /**
-     * Get the inputSchema property: The JSON schema describing the tool's input.
-     *
-     * @return the inputSchema value.
-     */
-    @Generated
-    public McpListToolsToolInputSchema getInputSchema() {
-        return this.inputSchema;
-    }
-
-    /**
-     * Get the annotations property: The annotations property.
-     *
-     * @return the annotations value.
-     */
-    @Generated
-    public McpListToolsToolAnnotations getAnnotations() {
-        return this.annotations;
-    }
-
-    /**
-     * Set the annotations property: The annotations property.
-     *
-     * @param annotations the annotations value to set.
-     * @return the McpListToolsTool object itself.
-     */
-    @Generated
-    public McpListToolsTool setAnnotations(McpListToolsToolAnnotations annotations) {
-        this.annotations = annotations;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeJsonField("input_schema", this.inputSchema);
-        jsonWriter.writeStringField("description", this.description);
-        jsonWriter.writeJsonField("annotations", this.annotations);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of McpListToolsTool from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of McpListToolsTool if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the McpListToolsTool.
-     */
-    @Generated
-    public static McpListToolsTool fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String name = null;
-            McpListToolsToolInputSchema inputSchema = null;
-            String description = null;
-            McpListToolsToolAnnotations annotations = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("name".equals(fieldName)) {
-                    name = reader.getString();
-                } else if ("input_schema".equals(fieldName)) {
-                    inputSchema = McpListToolsToolInputSchema.fromJson(reader);
-                } else if ("description".equals(fieldName)) {
-                    description = reader.getString();
-                } else if ("annotations".equals(fieldName)) {
-                    annotations = McpListToolsToolAnnotations.fromJson(reader);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            McpListToolsTool deserializedMcpListToolsTool = new McpListToolsTool(name, inputSchema);
-            deserializedMcpListToolsTool.description = description;
-            deserializedMcpListToolsTool.annotations = annotations;
-            return deserializedMcpListToolsTool;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsToolAnnotations.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsToolAnnotations.java
deleted file mode 100644
index 4980bdb6d7bdc..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsToolAnnotations.java
+++ /dev/null
@@ -1,59 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The McpListToolsToolAnnotations model.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class McpListToolsToolAnnotations implements JsonSerializable<McpListToolsToolAnnotations> {
-
-    /**
-     * Creates an instance of McpListToolsToolAnnotations class.
-     */
-    @Generated
-    public McpListToolsToolAnnotations() {
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of McpListToolsToolAnnotations from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of McpListToolsToolAnnotations if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the McpListToolsToolAnnotations.
-     */
-    @Generated
-    public static McpListToolsToolAnnotations fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            McpListToolsToolAnnotations deserializedMcpListToolsToolAnnotations = new McpListToolsToolAnnotations();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                reader.skipChildren();
-            }
-            return deserializedMcpListToolsToolAnnotations;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsToolInputSchema.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsToolInputSchema.java
deleted file mode 100644
index 6f2b64036f355..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/McpListToolsToolInputSchema.java
+++ /dev/null
@@ -1,59 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The McpListToolsToolInputSchema model.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class McpListToolsToolInputSchema implements JsonSerializable<McpListToolsToolInputSchema> {
-
-    /**
-     * Creates an instance of McpListToolsToolInputSchema class.
-     */
-    @Generated
-    public McpListToolsToolInputSchema() {
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of McpListToolsToolInputSchema from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of McpListToolsToolInputSchema if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the McpListToolsToolInputSchema.
-     */
-    @Generated
-    public static McpListToolsToolInputSchema fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            McpListToolsToolInputSchema deserializedMcpListToolsToolInputSchema = new McpListToolsToolInputSchema();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                reader.skipChildren();
-            }
-            return deserializedMcpListToolsToolInputSchema;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeAudioFormat.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeAudioFormat.java
deleted file mode 100644
index 1595dd4eb7477..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeAudioFormat.java
+++ /dev/null
@@ -1,111 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The RealtimeAudioFormat model.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public class RealtimeAudioFormat implements JsonSerializable<RealtimeAudioFormat> {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeAudioFormatType type = RealtimeAudioFormatType.fromString("RealtimeAudioFormat");
-
-    /**
-     * Creates an instance of RealtimeAudioFormat class.
-     */
-    @Generated
-    protected RealtimeAudioFormat() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    public RealtimeAudioFormatType getType() {
-        return this.type;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeAudioFormat from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeAudioFormat if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeAudioFormat.
-     */
-    @Generated
-    public static RealtimeAudioFormat fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String discriminatorValue = null;
-            try (JsonReader readerToUse = reader.bufferObject()) {
-                // Prepare for reading
-                readerToUse.nextToken();
-                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
-                    String fieldName = readerToUse.getFieldName();
-                    readerToUse.nextToken();
-                    if ("type".equals(fieldName)) {
-                        discriminatorValue = readerToUse.getString();
-                        break;
-                    } else {
-                        readerToUse.skipChildren();
-                    }
-                }
-                // Use the discriminator value to determine which subtype should be deserialized.
-                if ("audio/pcm".equals(discriminatorValue)) {
-                    return RealtimePcmAudioFormat.fromJson(readerToUse.reset());
-                } else if ("audio/pcmu".equals(discriminatorValue)) {
-                    return RealtimePcmuAudioFormat.fromJson(readerToUse.reset());
-                } else if ("audio/pcma".equals(discriminatorValue)) {
-                    return RealtimePcmaAudioFormat.fromJson(readerToUse.reset());
-                } else {
-                    return fromJsonKnownDiscriminator(readerToUse.reset());
-                }
-            }
-        });
-    }
-
-    @Generated
-    static RealtimeAudioFormat fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimeAudioFormat deserializedRealtimeAudioFormat = new RealtimeAudioFormat();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimeAudioFormat.type = RealtimeAudioFormatType.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeAudioFormat;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeAudioFormatType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeAudioFormatType.java
deleted file mode 100644
index fd43019c2643d..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeAudioFormatType.java
+++ /dev/null
@@ -1,65 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for RealtimeAudioFormatType.
- */
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeAudioFormatType extends ExpandableStringEnum<RealtimeAudioFormatType> {
-
-    /**
-     * Static value audio/pcm for RealtimeAudioFormatType.
-     */
-    @Generated
-    public static final RealtimeAudioFormatType AUDIO_PCM = fromString("audio/pcm");
-
-    /**
-     * Static value audio/pcmu for RealtimeAudioFormatType.
-     */
-    @Generated
-    public static final RealtimeAudioFormatType AUDIO_PCMU = fromString("audio/pcmu");
-
-    /**
-     * Static value audio/pcma for RealtimeAudioFormatType.
-     */
-    @Generated
-    public static final RealtimeAudioFormatType AUDIO_PCMA = fromString("audio/pcma");
-
-    /**
-     * Creates a new instance of RealtimeAudioFormatType value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public RealtimeAudioFormatType() {
-    }
-
-    /**
-     * Creates or finds a RealtimeAudioFormatType from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding RealtimeAudioFormatType.
-     */
-    @Generated
-    public static RealtimeAudioFormatType fromString(String name) {
-        return fromString(name, RealtimeAudioFormatType.class);
-    }
-
-    /**
-     * Gets known RealtimeAudioFormatType values.
-     *
-     * @return known RealtimeAudioFormatType values.
-     */
-    @Generated
-    public static Collection<RealtimeAudioFormatType> values() {
-        return values(RealtimeAudioFormatType.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItem.java
index 7a4f5920be602..5d0e812b240f0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItem.java
@@ -93,6 +93,8 @@ public static RealtimeConversationItem fromJson(JsonReader jsonReader) throws IO
                     return RealtimeMcpToolCall.fromJson(readerToUse.reset());
                 } else if ("mcp_approval_request".equals(discriminatorValue)) {
                     return RealtimeMcpApprovalInput.fromJson(readerToUse.reset());
+                } else if ("system_tool".equals(discriminatorValue)) {
+                    return VoiceAgentSystemToolItem.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemAssistantMessage.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemAssistantMessage.java
index 04fda01d3c072..696095b904fcf 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemAssistantMessage.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemAssistantMessage.java
@@ -46,12 +46,6 @@ public final class RealtimeConversationItemAssistantMessage extends RealtimeConv
     @Generated
     private String id;
 
-    /*
-     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
-     */
-    @Generated
-    private RealtimeConversationItemObjectType object;
-
     /*
      * The status of the item. Has no effect on the conversation.
      */
@@ -130,30 +124,6 @@ public RealtimeConversationItemAssistantMessage setId(String id) {
         return this;
     }
 
-    /**
-     * Get the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
-     * creating a new item.
-     *
-     * @return the object value.
-     */
-    @Generated
-    public RealtimeConversationItemObjectType getObject() {
-        return this.object;
-    }
-
-    /**
-     * Set the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
-     * creating a new item.
-     *
-     * @param object the object value to set.
-     * @return the RealtimeConversationItemAssistantMessage object itself.
-     */
-    @Generated
-    public RealtimeConversationItemAssistantMessage setObject(RealtimeConversationItemObjectType object) {
-        this.object = object;
-        return this;
-    }
-
     /**
      * Get the status property: The status of the item. Has no effect on the conversation.
      *
@@ -214,7 +184,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         });
         jsonWriter.writeStringField("role", this.role == null ? null : this.role.toString());
         jsonWriter.writeStringField("id", this.id);
-        jsonWriter.writeStringField("object", this.object == null ? null : this.object.toString());
+        jsonWriter.writeStringField("object", this.objectType == null ? null : this.objectType.toString());
         jsonWriter.writeStringField("status", this.status == null ? null : this.status.asString());
         jsonWriter.writeNumberField("created_at", this.createdAt);
         jsonWriter.writeStringField("response_id", this.responseId);
@@ -264,7 +234,7 @@ public static RealtimeConversationItemAssistantMessage fromJson(JsonReader jsonR
             RealtimeConversationItemAssistantMessage deserializedRealtimeConversationItemAssistantMessage
                 = new RealtimeConversationItemAssistantMessage(content);
             deserializedRealtimeConversationItemAssistantMessage.id = id;
-            deserializedRealtimeConversationItemAssistantMessage.object = object;
+            deserializedRealtimeConversationItemAssistantMessage.objectType = object;
             deserializedRealtimeConversationItemAssistantMessage.status = status;
             deserializedRealtimeConversationItemAssistantMessage.createdAt = createdAt;
             deserializedRealtimeConversationItemAssistantMessage.responseId = responseId;
@@ -283,4 +253,34 @@ public RealtimeConversationItemAssistantMessage setStatus(Status status) {
         this.status = status;
         return this;
     }
+
+    /*
+     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
+     */
+    @Generated
+    private RealtimeConversationItemObjectType objectType;
+
+    /**
+     * Get the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * creating a new item.
+     *
+     * @return the objectType value.
+     */
+    @Generated
+    public RealtimeConversationItemObjectType getObjectType() {
+        return this.objectType;
+    }
+
+    /**
+     * Set the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * creating a new item.
+     *
+     * @param objectType the objectType value to set.
+     * @return the RealtimeConversationItemAssistantMessage object itself.
+     */
+    @Generated
+    public RealtimeConversationItemAssistantMessage setObjectType(RealtimeConversationItemObjectType objectType) {
+        this.objectType = objectType;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCall.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCall.java
index c6f534c16e18f..eafc6222b4ac4 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCall.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCall.java
@@ -36,12 +36,6 @@ public final class RealtimeConversationItemFunctionCall extends RealtimeConversa
     @Generated
     private String id;
 
-    /*
-     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
-     */
-    @Generated
-    private RealtimeConversationItemObjectType object;
-
     // AI Tooling: openai-java de-dup
     private Status status;
 
@@ -121,17 +115,6 @@ public RealtimeConversationItemFunctionCall setId(String id) {
         return this;
     }
 
-    /**
-     * Get the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
-     * creating a new item.
-     *
-     * @return the object value.
-     */
-    @Generated
-    public RealtimeConversationItemObjectType getObject() {
-        return this.object;
-    }
-
     /**
      * Get the status property: The status of the item. Has no effect on the conversation.
      *
@@ -219,7 +202,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("arguments", this.arguments);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("id", this.id);
-        jsonWriter.writeStringField("object", this.object == null ? null : this.object.toString());
+        jsonWriter.writeStringField("object", this.objectType == null ? null : this.objectType.toString());
         jsonWriter.writeStringField("status", this.status == null ? null : this.status.asString());
         jsonWriter.writeStringField("call_id", this.callId);
         jsonWriter.writeNumberField("created_at", this.createdAt);
@@ -277,7 +260,7 @@ public static RealtimeConversationItemFunctionCall fromJson(JsonReader jsonReade
                 = new RealtimeConversationItemFunctionCall(name, arguments);
             deserializedRealtimeConversationItemFunctionCall.type = type;
             deserializedRealtimeConversationItemFunctionCall.id = id;
-            deserializedRealtimeConversationItemFunctionCall.object = object;
+            deserializedRealtimeConversationItemFunctionCall.objectType = object;
             deserializedRealtimeConversationItemFunctionCall.status = status;
             deserializedRealtimeConversationItemFunctionCall.callId = callId;
             deserializedRealtimeConversationItemFunctionCall.createdAt = createdAt;
@@ -298,16 +281,33 @@ public RealtimeConversationItemFunctionCall setStatus(Status status) {
         return this;
     }
 
+    /*
+     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
+     */
+    @Generated
+    private RealtimeConversationItemObjectType objectType;
+
+    /**
+     * Get the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * creating a new item.
+     *
+     * @return the objectType value.
+     */
+    @Generated
+    public RealtimeConversationItemObjectType getObjectType() {
+        return this.objectType;
+    }
+
     /**
-     * Set the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * Set the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
      * creating a new item.
      *
-     * @param object the object value to set.
+     * @param objectType the objectType value to set.
      * @return the RealtimeConversationItemFunctionCall object itself.
      */
     @Generated
-    public RealtimeConversationItemFunctionCall setObject(RealtimeConversationItemObjectType object) {
-        this.object = object;
+    public RealtimeConversationItemFunctionCall setObjectType(RealtimeConversationItemObjectType objectType) {
+        this.objectType = objectType;
         return this;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCallOutput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCallOutput.java
index 1d3d7af5f485b..aa1dc4cbc5e4c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCallOutput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemFunctionCallOutput.java
@@ -36,12 +36,6 @@ public final class RealtimeConversationItemFunctionCallOutput extends RealtimeCo
     @Generated
     private String id;
 
-    /*
-     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
-     */
-    @Generated
-    private RealtimeConversationItemObjectType object;
-
     // AI Tooling: openai-java de-dup
     private Status status;
 
@@ -121,17 +115,6 @@ public RealtimeConversationItemFunctionCallOutput setId(String id) {
         return this;
     }
 
-    /**
-     * Get the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
-     * creating a new item.
-     *
-     * @return the object value.
-     */
-    @Generated
-    public RealtimeConversationItemObjectType getObject() {
-        return this.object;
-    }
-
     /**
      * Get the status property: The status of the item. Has no effect on the conversation.
      *
@@ -221,7 +204,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("output", this.output);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("id", this.id);
-        jsonWriter.writeStringField("object", this.object == null ? null : this.object.toString());
+        jsonWriter.writeStringField("object", this.objectType == null ? null : this.objectType.toString());
         jsonWriter.writeStringField("status", this.status == null ? null : this.status.asString());
         jsonWriter.writeStringField("name", this.name);
         return jsonWriter.writeEndObject();
@@ -277,7 +260,7 @@ public static RealtimeConversationItemFunctionCallOutput fromJson(JsonReader jso
                 = new RealtimeConversationItemFunctionCallOutput(callId, output);
             deserializedRealtimeConversationItemFunctionCallOutput.type = type;
             deserializedRealtimeConversationItemFunctionCallOutput.id = id;
-            deserializedRealtimeConversationItemFunctionCallOutput.object = object;
+            deserializedRealtimeConversationItemFunctionCallOutput.objectType = object;
             deserializedRealtimeConversationItemFunctionCallOutput.status = status;
             deserializedRealtimeConversationItemFunctionCallOutput.createdAt = createdAt;
             deserializedRealtimeConversationItemFunctionCallOutput.responseId = responseId;
@@ -298,16 +281,33 @@ public RealtimeConversationItemFunctionCallOutput setStatus(Status status) {
         return this;
     }
 
+    /*
+     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
+     */
+    @Generated
+    private RealtimeConversationItemObjectType objectType;
+
+    /**
+     * Get the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * creating a new item.
+     *
+     * @return the objectType value.
+     */
+    @Generated
+    public RealtimeConversationItemObjectType getObjectType() {
+        return this.objectType;
+    }
+
     /**
-     * Set the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * Set the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
      * creating a new item.
      *
-     * @param object the object value to set.
+     * @param objectType the objectType value to set.
      * @return the RealtimeConversationItemFunctionCallOutput object itself.
      */
     @Generated
-    public RealtimeConversationItemFunctionCallOutput setObject(RealtimeConversationItemObjectType object) {
-        this.object = object;
+    public RealtimeConversationItemFunctionCallOutput setObjectType(RealtimeConversationItemObjectType objectType) {
+        this.objectType = objectType;
         return this;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionCompletedEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionCompletedEvent.java
index 26963e3fd4b1d..c4ce77ccd9883 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionCompletedEvent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionCompletedEvent.java
@@ -11,6 +11,8 @@
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
+import com.openai.models.audio.transcriptions.TranscriptionLanguage;
+import com.openai.models.realtime.ConversationItemInputAudioTranscriptionCompletedEvent.Usage;
 import com.openai.models.realtime.LogProbProperties;
 import java.io.IOException;
 import java.util.List;
@@ -79,7 +81,7 @@ public final class RealtimeConversationItemInputAudioTranscriptionCompletedEvent
      * realtime model's pricing.
      */
     @Generated
-    private final BinaryData usage;
+    private final Usage usage;
 
     /*
      * Phrase-level transcription timing and confidence details.
@@ -96,52 +98,14 @@ public final class RealtimeConversationItemInputAudioTranscriptionCompletedEvent
      * @param transcript the transcript value to set.
      * @param usage the usage value to set.
      */
-    RealtimeConversationItemInputAudioTranscriptionCompletedEvent(String eventId, String itemId, long contentIndex,
-        String transcript, BinaryData usage) {
-        // AI Tooling: union type
-        this.eventId = eventId;
-        this.itemId = itemId;
-        this.contentIndex = contentIndex;
-        this.transcript = transcript;
-        this.usage = usage;
-    }
-
-    /**
-     * Creates an instance of RealtimeConversationItemInputAudioTranscriptionCompletedEvent class.
-     *
-     * @param eventId the eventId value to set.
-     * @param itemId the itemId value to set.
-     * @param contentIndex the contentIndex value to set.
-     * @param transcript the transcript value to set.
-     * @param usage the {@link TranscriptTextUsageTokens} usage to set.
-     */
-    public RealtimeConversationItemInputAudioTranscriptionCompletedEvent(String eventId, String itemId,
-        long contentIndex, String transcript, TranscriptTextUsageTokens usage) {
-        // AI Tooling: union type
-        this.eventId = eventId;
-        this.itemId = itemId;
-        this.contentIndex = contentIndex;
-        this.transcript = transcript;
-        this.usage = usage == null ? null : BinaryData.fromObject(usage);
-    }
-
-    /**
-     * Creates an instance of RealtimeConversationItemInputAudioTranscriptionCompletedEvent class.
-     *
-     * @param eventId the eventId value to set.
-     * @param itemId the itemId value to set.
-     * @param contentIndex the contentIndex value to set.
-     * @param transcript the transcript value to set.
-     * @param usage the {@link TranscriptTextUsageDuration} usage to set.
-     */
     public RealtimeConversationItemInputAudioTranscriptionCompletedEvent(String eventId, String itemId,
-        long contentIndex, String transcript, TranscriptTextUsageDuration usage) {
-        // AI Tooling: union type
+        long contentIndex, String transcript, Usage usage) {
+        // AI Tooling: openai-java de-dup
         this.eventId = eventId;
         this.itemId = itemId;
         this.contentIndex = contentIndex;
         this.transcript = transcript;
-        this.usage = usage == null ? null : BinaryData.fromObject(usage);
+        this.usage = usage;
     }
 
     /**
@@ -222,8 +186,8 @@ public List<LogProbProperties> getLogprobs() {
      *
      * @return the usage value.
      */
-    BinaryData getUsage() {
-        // AI Tooling: union type
+    @Generated
+    public Usage getUsage() {
         return this.usage;
     }
 
@@ -248,9 +212,21 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeLongField("content_index", this.contentIndex);
         jsonWriter.writeStringField("transcript", this.transcript);
         jsonWriter.writeFieldName("usage");
-        this.usage.writeTo(jsonWriter);
+        // AI Tooling: openai-java de-dup
+        if (this.usage == null) {
+            jsonWriter.writeNull();
+        } else {
+            OpenAIJsonHelper.toBinaryData(this.usage).writeTo(jsonWriter);
+        }
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeArrayField("languages", this.languages, (writer, element) -> writer.writeJson(element));
+        // AI Tooling: openai-java de-dup
+        jsonWriter.writeArrayField("languages", this.languages, (writer, element) -> {
+            if (element == null) {
+                writer.writeNull();
+            } else {
+                OpenAIJsonHelper.toBinaryData(element).writeTo(writer);
+            }
+        });
         // AI Tooling: openai-java de-dup
         jsonWriter.writeArrayField("logprobs", this.logprobs, (writer, element) -> {
             if (element == null) {
@@ -280,7 +256,7 @@ public static RealtimeConversationItemInputAudioTranscriptionCompletedEvent from
             String itemId = null;
             long contentIndex = 0L;
             String transcript = null;
-            BinaryData usage = null;
+            Usage usage = null;
             RealtimeServerEventType type
                 = RealtimeServerEventType.CONVERSATION_ITEM_INPUT_AUDIO_TRANSCRIPTION_COMPLETED;
             List<TranscriptionLanguage> languages = null;
@@ -298,11 +274,19 @@ public static RealtimeConversationItemInputAudioTranscriptionCompletedEvent from
                 } else if ("transcript".equals(fieldName)) {
                     transcript = reader.getString();
                 } else if ("usage".equals(fieldName)) {
-                    usage = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    // AI Tooling: openai-java de-dup
+                    BinaryData usageData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    usage = OpenAIJsonHelper.fromBinaryData(usageData, Usage.class);
                 } else if ("type".equals(fieldName)) {
                     type = RealtimeServerEventType.fromString(reader.getString());
                 } else if ("languages".equals(fieldName)) {
-                    languages = reader.readArray(reader1 -> TranscriptionLanguage.fromJson(reader1));
+                    // AI Tooling: openai-java de-dup
+                    languages = reader.readArray(reader1 -> {
+                        BinaryData languageData
+                            = reader1.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                        return OpenAIJsonHelper.fromBinaryData(languageData, TranscriptionLanguage.class);
+                    });
                 } else if ("logprobs".equals(fieldName)) {
                     // AI Tooling: openai-java de-dup
                     logprobs = reader.readArray(reader1 -> {
@@ -326,40 +310,4 @@ public static RealtimeConversationItemInputAudioTranscriptionCompletedEvent from
             return deserializedRealtimeConversationItemInputAudioTranscriptionCompletedEvent;
         });
     }
-
-    /**
-     * Get the usage property: Usage statistics for the transcription.
-     *
-     * @return the usage value as a {@link TranscriptTextUsageTokens}, or {@code null} when it is not set or holds
-     * another variant.
-     */
-    public TranscriptTextUsageTokens getUsageAsTranscriptTextUsageTokens() {
-        // AI Tooling: union type
-        if (this.usage == null) {
-            return null;
-        }
-        TranscriptTextUsage unionValue = this.usage.toObject(TranscriptTextUsage.class);
-        if (!(unionValue instanceof TranscriptTextUsageTokens)) {
-            return null;
-        }
-        return (TranscriptTextUsageTokens) unionValue;
-    }
-
-    /**
-     * Get the usage property: Usage statistics for the transcription.
-     *
-     * @return the usage value as a {@link TranscriptTextUsageDuration}, or {@code null} when it is not set or holds
-     * another variant.
-     */
-    public TranscriptTextUsageDuration getUsageAsTranscriptTextUsageDuration() {
-        // AI Tooling: union type
-        if (this.usage == null) {
-            return null;
-        }
-        TranscriptTextUsage unionValue = this.usage.toObject(TranscriptTextUsage.class);
-        if (!(unionValue instanceof TranscriptTextUsageDuration)) {
-            return null;
-        }
-        return (TranscriptTextUsageDuration) unionValue;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemSystemMessage.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemSystemMessage.java
index 25eef650d5013..f306e264ff838 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemSystemMessage.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemSystemMessage.java
@@ -49,12 +49,6 @@ public final class RealtimeConversationItemSystemMessage extends RealtimeConvers
     @Generated
     private String id;
 
-    /*
-     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
-     */
-    @Generated
-    private RealtimeConversationItemObjectType object;
-
     // AI Tooling: openai-java de-dup
     private Status status;
 
@@ -127,30 +121,6 @@ public RealtimeConversationItemSystemMessage setId(String id) {
         return this;
     }
 
-    /**
-     * Get the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
-     * creating a new item.
-     *
-     * @return the object value.
-     */
-    @Generated
-    public RealtimeConversationItemObjectType getObject() {
-        return this.object;
-    }
-
-    /**
-     * Set the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
-     * creating a new item.
-     *
-     * @param object the object value to set.
-     * @return the RealtimeConversationItemSystemMessage object itself.
-     */
-    @Generated
-    public RealtimeConversationItemSystemMessage setObject(RealtimeConversationItemObjectType object) {
-        this.object = object;
-        return this;
-    }
-
     /**
      * Get the status property: The status of the item. Has no effect on the conversation.
      *
@@ -211,7 +181,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         });
         jsonWriter.writeStringField("role", this.role == null ? null : this.role.toString());
         jsonWriter.writeStringField("id", this.id);
-        jsonWriter.writeStringField("object", this.object == null ? null : this.object.toString());
+        jsonWriter.writeStringField("object", this.objectType == null ? null : this.objectType.toString());
         jsonWriter.writeStringField("status", this.status == null ? null : this.status.asString());
         return jsonWriter.writeEndObject();
     }
@@ -259,7 +229,7 @@ public static RealtimeConversationItemSystemMessage fromJson(JsonReader jsonRead
             RealtimeConversationItemSystemMessage deserializedRealtimeConversationItemSystemMessage
                 = new RealtimeConversationItemSystemMessage(content);
             deserializedRealtimeConversationItemSystemMessage.id = id;
-            deserializedRealtimeConversationItemSystemMessage.object = object;
+            deserializedRealtimeConversationItemSystemMessage.objectType = object;
             deserializedRealtimeConversationItemSystemMessage.status = status;
             deserializedRealtimeConversationItemSystemMessage.createdAt = createdAt;
             deserializedRealtimeConversationItemSystemMessage.responseId = responseId;
@@ -278,4 +248,34 @@ public RealtimeConversationItemSystemMessage setStatus(Status status) {
         this.status = status;
         return this;
     }
+
+    /*
+     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
+     */
+    @Generated
+    private RealtimeConversationItemObjectType objectType;
+
+    /**
+     * Get the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * creating a new item.
+     *
+     * @return the objectType value.
+     */
+    @Generated
+    public RealtimeConversationItemObjectType getObjectType() {
+        return this.objectType;
+    }
+
+    /**
+     * Set the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * creating a new item.
+     *
+     * @param objectType the objectType value to set.
+     * @return the RealtimeConversationItemSystemMessage object itself.
+     */
+    @Generated
+    public RealtimeConversationItemSystemMessage setObjectType(RealtimeConversationItemObjectType objectType) {
+        this.objectType = objectType;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemType.java
index e5c3700eeaef2..319897e0575f2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemType.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemType.java
@@ -86,4 +86,10 @@ public static RealtimeConversationItemType fromString(String name) {
     public static Collection<RealtimeConversationItemType> values() {
         return values(RealtimeConversationItemType.class);
     }
+
+    /**
+     * A service-managed system-tool intent, not a provider result.
+     */
+    @Generated
+    public static final RealtimeConversationItemType SYSTEM_TOOL = fromString("system_tool");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemUserMessage.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemUserMessage.java
index 74f65c5f08d48..b89a9a7cb4742 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemUserMessage.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeConversationItemUserMessage.java
@@ -46,12 +46,6 @@ public final class RealtimeConversationItemUserMessage extends RealtimeConversat
     @Generated
     private String id;
 
-    /*
-     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
-     */
-    @Generated
-    private RealtimeConversationItemObjectType object;
-
     // AI Tooling: openai-java de-dup
     private Status status;
 
@@ -124,30 +118,6 @@ public RealtimeConversationItemUserMessage setId(String id) {
         return this;
     }
 
-    /**
-     * Get the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
-     * creating a new item.
-     *
-     * @return the object value.
-     */
-    @Generated
-    public RealtimeConversationItemObjectType getObject() {
-        return this.object;
-    }
-
-    /**
-     * Set the object property: Identifier for the API object being returned - always `realtime.item`. Optional when
-     * creating a new item.
-     *
-     * @param object the object value to set.
-     * @return the RealtimeConversationItemUserMessage object itself.
-     */
-    @Generated
-    public RealtimeConversationItemUserMessage setObject(RealtimeConversationItemObjectType object) {
-        this.object = object;
-        return this;
-    }
-
     /**
      * Get the status property: The status of the item. Has no effect on the conversation.
      *
@@ -208,7 +178,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         });
         jsonWriter.writeStringField("role", this.role == null ? null : this.role.toString());
         jsonWriter.writeStringField("id", this.id);
-        jsonWriter.writeStringField("object", this.object == null ? null : this.object.toString());
+        jsonWriter.writeStringField("object", this.objectType == null ? null : this.objectType.toString());
         jsonWriter.writeStringField("status", this.status == null ? null : this.status.asString());
         return jsonWriter.writeEndObject();
     }
@@ -256,7 +226,7 @@ public static RealtimeConversationItemUserMessage fromJson(JsonReader jsonReader
             RealtimeConversationItemUserMessage deserializedRealtimeConversationItemUserMessage
                 = new RealtimeConversationItemUserMessage(content);
             deserializedRealtimeConversationItemUserMessage.id = id;
-            deserializedRealtimeConversationItemUserMessage.object = object;
+            deserializedRealtimeConversationItemUserMessage.objectType = object;
             deserializedRealtimeConversationItemUserMessage.status = status;
             deserializedRealtimeConversationItemUserMessage.createdAt = createdAt;
             deserializedRealtimeConversationItemUserMessage.responseId = responseId;
@@ -275,4 +245,34 @@ public RealtimeConversationItemUserMessage setStatus(Status status) {
         this.status = status;
         return this;
     }
+
+    /*
+     * Identifier for the API object being returned - always `realtime.item`. Optional when creating a new item.
+     */
+    @Generated
+    private RealtimeConversationItemObjectType objectType;
+
+    /**
+     * Get the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * creating a new item.
+     *
+     * @return the objectType value.
+     */
+    @Generated
+    public RealtimeConversationItemObjectType getObjectType() {
+        return this.objectType;
+    }
+
+    /**
+     * Set the objectType property: Identifier for the API object being returned - always `realtime.item`. Optional when
+     * creating a new item.
+     *
+     * @param objectType the objectType value to set.
+     * @return the RealtimeConversationItemUserMessage object itself.
+     */
+    @Generated
+    public RealtimeConversationItemUserMessage setObjectType(RealtimeConversationItemObjectType objectType) {
+        this.objectType = objectType;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpErrorType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpErrorType.java
deleted file mode 100644
index 08e8800608f82..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpErrorType.java
+++ /dev/null
@@ -1,65 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for RealtimeMcpErrorType.
- */
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeMcpErrorType extends ExpandableStringEnum<RealtimeMcpErrorType> {
-
-    /**
-     * Static value protocol_error for RealtimeMcpErrorType.
-     */
-    @Generated
-    public static final RealtimeMcpErrorType PROTOCOL_ERROR = fromString("protocol_error");
-
-    /**
-     * Static value tool_execution_error for RealtimeMcpErrorType.
-     */
-    @Generated
-    public static final RealtimeMcpErrorType TOOL_EXECUTION_ERROR = fromString("tool_execution_error");
-
-    /**
-     * Static value http_error for RealtimeMcpErrorType.
-     */
-    @Generated
-    public static final RealtimeMcpErrorType HTTP_ERROR = fromString("http_error");
-
-    /**
-     * Creates a new instance of RealtimeMcpErrorType value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public RealtimeMcpErrorType() {
-    }
-
-    /**
-     * Creates or finds a RealtimeMcpErrorType from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding RealtimeMcpErrorType.
-     */
-    @Generated
-    public static RealtimeMcpErrorType fromString(String name) {
-        return fromString(name, RealtimeMcpErrorType.class);
-    }
-
-    /**
-     * Gets known RealtimeMcpErrorType values.
-     *
-     * @return known RealtimeMcpErrorType values.
-     */
-    @Generated
-    public static Collection<RealtimeMcpErrorType> values() {
-        return values(RealtimeMcpErrorType.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpHttpError.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpHttpError.java
deleted file mode 100644
index 8c4cc04ce78f0..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpHttpError.java
+++ /dev/null
@@ -1,128 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Realtime MCP HTTP error.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeMcpHttpError extends RealtimeMcpError {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeMcpErrorType type = RealtimeMcpErrorType.HTTP_ERROR;
-
-    /*
-     * The code property.
-     */
-    @Generated
-    private final long code;
-
-    /*
-     * The message property.
-     */
-    @Generated
-    private final String message;
-
-    /**
-     * Creates an instance of RealtimeMcpHttpError class.
-     *
-     * @param code the code value to set.
-     * @param message the message value to set.
-     */
-    @Generated
-    public RealtimeMcpHttpError(long code, String message) {
-        this.code = code;
-        this.message = message;
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeMcpErrorType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the code property: The code property.
-     *
-     * @return the code value.
-     */
-    @Generated
-    public long getCode() {
-        return this.code;
-    }
-
-    /**
-     * Get the message property: The message property.
-     *
-     * @return the message value.
-     */
-    @Generated
-    public String getMessage() {
-        return this.message;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeLongField("code", this.code);
-        jsonWriter.writeStringField("message", this.message);
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeMcpHttpError from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeMcpHttpError if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the RealtimeMcpHttpError.
-     */
-    @Generated
-    public static RealtimeMcpHttpError fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            long code = 0L;
-            String message = null;
-            RealtimeMcpErrorType type = RealtimeMcpErrorType.HTTP_ERROR;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("code".equals(fieldName)) {
-                    code = reader.getLong();
-                } else if ("message".equals(fieldName)) {
-                    message = reader.getString();
-                } else if ("type".equals(fieldName)) {
-                    type = RealtimeMcpErrorType.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            RealtimeMcpHttpError deserializedRealtimeMcpHttpError = new RealtimeMcpHttpError(code, message);
-            deserializedRealtimeMcpHttpError.type = type;
-            return deserializedRealtimeMcpHttpError;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpListTools.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpListTools.java
index 5e50016afde2c..b69db65871efc 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpListTools.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpListTools.java
@@ -3,12 +3,15 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
+import com.openai.models.realtime.RealtimeMcpListTools.Tool;
 import java.io.IOException;
 import java.time.Instant;
 import java.time.OffsetDateTime;
@@ -42,11 +45,8 @@ public final class RealtimeMcpListTools extends RealtimeConversationItem {
     @Generated
     private final String serverLabel;
 
-    /*
-     * The tools available on the server.
-     */
-    @Generated
-    private final List<McpListToolsTool> tools;
+    // AI Tooling: openai-java de-dup
+    private final List<Tool> tools;
 
     /*
      * The Unix timestamp (in seconds) for when the item was persisted.
@@ -66,8 +66,8 @@ public final class RealtimeMcpListTools extends RealtimeConversationItem {
      * @param serverLabel the serverLabel value to set.
      * @param tools the tools value to set.
      */
-    @Generated
-    public RealtimeMcpListTools(String serverLabel, List<McpListToolsTool> tools) {
+    public RealtimeMcpListTools(String serverLabel, List<Tool> tools) {
+        // AI Tooling: openai-java de-dup
         this.serverLabel = serverLabel;
         this.tools = tools;
     }
@@ -120,8 +120,8 @@ public String getServerLabel() {
      *
      * @return the tools value.
      */
-    @Generated
-    public List<McpListToolsTool> getTools() {
+    public List<Tool> getTools() {
+        // AI Tooling: openai-java de-dup
         return this.tools;
     }
 
@@ -151,12 +151,18 @@ public String getResponseId() {
     /**
      * {@inheritDoc}
      */
-    @Generated
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        // AI Tooling: openai-java de-dup
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("server_label", this.serverLabel);
-        jsonWriter.writeArrayField("tools", this.tools, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeArrayField("tools", this.tools, (writer, element) -> {
+            if (element == null) {
+                writer.writeNull();
+            } else {
+                OpenAIJsonHelper.toBinaryData(element).writeTo(writer);
+            }
+        });
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("id", this.id);
         return jsonWriter.writeEndObject();
@@ -171,11 +177,11 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
      * @throws IOException If an error occurs while reading the RealtimeMcpListTools.
      */
-    @Generated
     public static RealtimeMcpListTools fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: openai-java de-dup
         return jsonReader.readObject(reader -> {
             String serverLabel = null;
-            List<McpListToolsTool> tools = null;
+            List<Tool> tools = null;
             RealtimeConversationItemType type = RealtimeConversationItemType.MCP_LIST_TOOLS;
             String id = null;
             Long createdAt = null;
@@ -186,7 +192,11 @@ public static RealtimeMcpListTools fromJson(JsonReader jsonReader) throws IOExce
                 if ("server_label".equals(fieldName)) {
                     serverLabel = reader.getString();
                 } else if ("tools".equals(fieldName)) {
-                    tools = reader.readArray(reader1 -> McpListToolsTool.fromJson(reader1));
+                    tools = reader.readArray(reader1 -> {
+                        BinaryData toolData
+                            = reader1.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                        return OpenAIJsonHelper.fromBinaryData(toolData, Tool.class);
+                    });
                 } else if ("type".equals(fieldName)) {
                     type = RealtimeConversationItemType.fromString(reader.getString());
                 } else if ("id".equals(fieldName)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpProtocolError.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpProtocolError.java
deleted file mode 100644
index af3802cf5b078..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpProtocolError.java
+++ /dev/null
@@ -1,128 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Realtime MCP protocol error.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeMcpProtocolError extends RealtimeMcpError {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeMcpErrorType type = RealtimeMcpErrorType.PROTOCOL_ERROR;
-
-    /*
-     * The code property.
-     */
-    @Generated
-    private final long code;
-
-    /*
-     * The message property.
-     */
-    @Generated
-    private final String message;
-
-    /**
-     * Creates an instance of RealtimeMcpProtocolError class.
-     *
-     * @param code the code value to set.
-     * @param message the message value to set.
-     */
-    @Generated
-    public RealtimeMcpProtocolError(long code, String message) {
-        this.code = code;
-        this.message = message;
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeMcpErrorType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the code property: The code property.
-     *
-     * @return the code value.
-     */
-    @Generated
-    public long getCode() {
-        return this.code;
-    }
-
-    /**
-     * Get the message property: The message property.
-     *
-     * @return the message value.
-     */
-    @Generated
-    public String getMessage() {
-        return this.message;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeLongField("code", this.code);
-        jsonWriter.writeStringField("message", this.message);
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeMcpProtocolError from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeMcpProtocolError if the JsonReader was pointing to an instance of it, or null if
-     * it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the RealtimeMcpProtocolError.
-     */
-    @Generated
-    public static RealtimeMcpProtocolError fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            long code = 0L;
-            String message = null;
-            RealtimeMcpErrorType type = RealtimeMcpErrorType.PROTOCOL_ERROR;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("code".equals(fieldName)) {
-                    code = reader.getLong();
-                } else if ("message".equals(fieldName)) {
-                    message = reader.getString();
-                } else if ("type".equals(fieldName)) {
-                    type = RealtimeMcpErrorType.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            RealtimeMcpProtocolError deserializedRealtimeMcpProtocolError = new RealtimeMcpProtocolError(code, message);
-            deserializedRealtimeMcpProtocolError.type = type;
-            return deserializedRealtimeMcpProtocolError;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpToolCall.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpToolCall.java
index 66e3b9713fc48..c8a335cfe4223 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpToolCall.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpToolCall.java
@@ -3,12 +3,15 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
+import com.openai.models.realtime.RealtimeMcpToolCall.Error;
 import java.io.IOException;
 import java.time.Instant;
 import java.time.OffsetDateTime;
@@ -69,7 +72,7 @@ public final class RealtimeMcpToolCall extends RealtimeConversationItem {
      * The error property.
      */
     @Generated
-    private RealtimeMcpError error;
+    private Error error;
 
     /*
      * The Unix timestamp (in seconds) for when the item was persisted.
@@ -200,22 +203,10 @@ public RealtimeMcpToolCall setOutput(String output) {
      * @return the error value.
      */
     @Generated
-    public RealtimeMcpError getError() {
+    public Error getError() {
         return this.error;
     }
 
-    /**
-     * Set the error property: The error property.
-     *
-     * @param error the error value to set.
-     * @return the RealtimeMcpToolCall object itself.
-     */
-    @Generated
-    public RealtimeMcpToolCall setError(RealtimeMcpError error) {
-        this.error = error;
-        return this;
-    }
-
     /**
      * Get the createdAt property: The Unix timestamp (in seconds) for when the item was persisted.
      *
@@ -242,9 +233,9 @@ public String getResponseId() {
     /**
      * {@inheritDoc}
      */
-    @Generated
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        // AI Tooling: openai-java de-dup
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("id", this.id);
         jsonWriter.writeStringField("server_label", this.serverLabel);
@@ -253,7 +244,10 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("approval_request_id", this.approvalRequestId);
         jsonWriter.writeStringField("output", this.output);
-        jsonWriter.writeJsonField("error", this.error);
+        if (this.error != null) {
+            jsonWriter.writeFieldName("error");
+            OpenAIJsonHelper.toBinaryData(this.error).writeTo(jsonWriter);
+        }
         return jsonWriter.writeEndObject();
     }
 
@@ -266,8 +260,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
      * @throws IOException If an error occurs while reading the RealtimeMcpToolCall.
      */
-    @Generated
     public static RealtimeMcpToolCall fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: openai-java de-dup
         return jsonReader.readObject(reader -> {
             String id = null;
             String serverLabel = null;
@@ -276,7 +270,7 @@ public static RealtimeMcpToolCall fromJson(JsonReader jsonReader) throws IOExcep
             RealtimeConversationItemType type = RealtimeConversationItemType.MCP_CALL;
             String approvalRequestId = null;
             String output = null;
-            RealtimeMcpError error = null;
+            Error error = null;
             Long createdAt = null;
             String responseId = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -297,7 +291,9 @@ public static RealtimeMcpToolCall fromJson(JsonReader jsonReader) throws IOExcep
                 } else if ("output".equals(fieldName)) {
                     output = reader.getString();
                 } else if ("error".equals(fieldName)) {
-                    error = RealtimeMcpError.fromJson(reader);
+                    BinaryData errorData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    error = OpenAIJsonHelper.fromBinaryData(errorData, Error.class);
                 } else if ("created_at".equals(fieldName)) {
                     createdAt = reader.getNullable(JsonReader::getLong);
                 } else if ("response_id".equals(fieldName)) {
@@ -317,4 +313,16 @@ public static RealtimeMcpToolCall fromJson(JsonReader jsonReader) throws IOExcep
             return deserializedRealtimeMcpToolCall;
         });
     }
+
+    /**
+     * Set the error property: The error property.
+     *
+     * @param error the error value to set.
+     * @return the RealtimeMcpToolCall object itself.
+     */
+    @Generated
+    public RealtimeMcpToolCall setError(Error error) {
+        this.error = error;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpToolExecutionError.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpToolExecutionError.java
deleted file mode 100644
index 8b5ed099aaa10..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpToolExecutionError.java
+++ /dev/null
@@ -1,107 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Realtime MCP tool execution error.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeMcpToolExecutionError extends RealtimeMcpError {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeMcpErrorType type = RealtimeMcpErrorType.TOOL_EXECUTION_ERROR;
-
-    /*
-     * The message property.
-     */
-    @Generated
-    private final String message;
-
-    /**
-     * Creates an instance of RealtimeMcpToolExecutionError class.
-     *
-     * @param message the message value to set.
-     */
-    @Generated
-    public RealtimeMcpToolExecutionError(String message) {
-        this.message = message;
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeMcpErrorType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the message property: The message property.
-     *
-     * @return the message value.
-     */
-    @Generated
-    public String getMessage() {
-        return this.message;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("message", this.message);
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeMcpToolExecutionError from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeMcpToolExecutionError if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the RealtimeMcpToolExecutionError.
-     */
-    @Generated
-    public static RealtimeMcpToolExecutionError fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String message = null;
-            RealtimeMcpErrorType type = RealtimeMcpErrorType.TOOL_EXECUTION_ERROR;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("message".equals(fieldName)) {
-                    message = reader.getString();
-                } else if ("type".equals(fieldName)) {
-                    type = RealtimeMcpErrorType.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            RealtimeMcpToolExecutionError deserializedRealtimeMcpToolExecutionError
-                = new RealtimeMcpToolExecutionError(message);
-            deserializedRealtimeMcpToolExecutionError.type = type;
-            return deserializedRealtimeMcpToolExecutionError;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmAudioFormat.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmAudioFormat.java
deleted file mode 100644
index a960b0ed347df..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmAudioFormat.java
+++ /dev/null
@@ -1,109 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import com.openai.models.realtime.RealtimeAudioFormats.AudioPcm.Rate;
-import java.io.IOException;
-
-/**
- * The RealtimePcmAudioFormat model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimePcmAudioFormat extends RealtimeAudioFormat {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeAudioFormatType type = RealtimeAudioFormatType.AUDIO_PCM;
-
-    // AI Tooling: openai-java de-dup
-    private Rate rate;
-
-    /**
-     * Creates an instance of RealtimePcmAudioFormat class.
-     */
-    @Generated
-    public RealtimePcmAudioFormat() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeAudioFormatType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the rate property: The rate property.
-     *
-     * @return the rate value.
-     */
-    public Rate getRate() {
-        // AI Tooling: openai-java de-dup
-        return this.rate;
-    }
-
-    /**
-     * Set the rate property: The rate property.
-     *
-     * @param rate the rate value to set.
-     * @return the RealtimePcmAudioFormat object itself.
-     */
-    public RealtimePcmAudioFormat setRate(Rate rate) {
-        // AI Tooling: openai-java de-dup
-        this.rate = rate;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        // AI Tooling: openai-java de-dup
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeNumberField("rate", this.rate == null ? null : this.rate.asLong());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimePcmAudioFormat from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimePcmAudioFormat if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimePcmAudioFormat.
-     */
-    public static RealtimePcmAudioFormat fromJson(JsonReader jsonReader) throws IOException {
-        // AI Tooling: openai-java de-dup
-        return jsonReader.readObject(reader -> {
-            RealtimePcmAudioFormat deserializedRealtimePcmAudioFormat = new RealtimePcmAudioFormat();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimePcmAudioFormat.type = RealtimeAudioFormatType.fromString(reader.getString());
-                } else if ("rate".equals(fieldName)) {
-                    deserializedRealtimePcmAudioFormat.rate = reader.getNullable(r -> Rate.of(r.getLong()));
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimePcmAudioFormat;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmaAudioFormat.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmaAudioFormat.java
deleted file mode 100644
index c2f5bbfcc0470..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmaAudioFormat.java
+++ /dev/null
@@ -1,80 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The RealtimePcmaAudioFormat model.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimePcmaAudioFormat extends RealtimeAudioFormat {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeAudioFormatType type = RealtimeAudioFormatType.AUDIO_PCMA;
-
-    /**
-     * Creates an instance of RealtimePcmaAudioFormat class.
-     */
-    @Generated
-    public RealtimePcmaAudioFormat() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeAudioFormatType getType() {
-        return this.type;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimePcmaAudioFormat from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimePcmaAudioFormat if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimePcmaAudioFormat.
-     */
-    @Generated
-    public static RealtimePcmaAudioFormat fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimePcmaAudioFormat deserializedRealtimePcmaAudioFormat = new RealtimePcmaAudioFormat();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimePcmaAudioFormat.type = RealtimeAudioFormatType.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimePcmaAudioFormat;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmuAudioFormat.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmuAudioFormat.java
deleted file mode 100644
index 472b1cea076d5..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimePcmuAudioFormat.java
+++ /dev/null
@@ -1,80 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The RealtimePcmuAudioFormat model.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimePcmuAudioFormat extends RealtimeAudioFormat {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeAudioFormatType type = RealtimeAudioFormatType.AUDIO_PCMU;
-
-    /**
-     * Creates an instance of RealtimePcmuAudioFormat class.
-     */
-    @Generated
-    public RealtimePcmuAudioFormat() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeAudioFormatType getType() {
-        return this.type;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimePcmuAudioFormat from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimePcmuAudioFormat if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimePcmuAudioFormat.
-     */
-    @Generated
-    public static RealtimePcmuAudioFormat fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimePcmuAudioFormat deserializedRealtimePcmuAudioFormat = new RealtimePcmuAudioFormat();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimePcmuAudioFormat.type = RealtimeAudioFormatType.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimePcmuAudioFormat;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeResponseContentPart.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeResponseContentPart.java
index 2bf69b1073a23..b4233e50ae8b6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeResponseContentPart.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeResponseContentPart.java
@@ -3,13 +3,16 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
+import com.openai.models.realtime.RealtimeAudioFormats;
 import com.openai.models.realtime.ResponseContentPartDoneEvent.Part.Type;
 import java.io.IOException;
 
@@ -45,7 +48,7 @@ public final class RealtimeResponseContentPart implements JsonSerializable<Realt
      * The audio format, when this is an audio content part.
      */
     @Generated
-    private RealtimeAudioFormat format;
+    private RealtimeAudioFormats format;
 
     /**
      * Creates an instance of RealtimeResponseContentPart class.
@@ -100,7 +103,7 @@ public String getTranscript() {
      * @return the format value.
      */
     @Generated
-    public RealtimeAudioFormat getFormat() {
+    public RealtimeAudioFormats getFormat() {
         return this.format;
     }
 
@@ -115,7 +118,10 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("text", this.text);
         jsonWriter.writeStringField("audio", this.audio);
         jsonWriter.writeStringField("transcript", this.transcript);
-        jsonWriter.writeJsonField("format", this.format);
+        if (this.format != null) {
+            jsonWriter.writeFieldName("format");
+            OpenAIJsonHelper.toBinaryData(this.format).writeTo(jsonWriter);
+        }
         return jsonWriter.writeEndObject();
     }
 
@@ -143,7 +149,10 @@ public static RealtimeResponseContentPart fromJson(JsonReader jsonReader) throws
                 } else if ("transcript".equals(fieldName)) {
                     deserializedRealtimeResponseContentPart.transcript = reader.getString();
                 } else if ("format".equals(fieldName)) {
-                    deserializedRealtimeResponseContentPart.format = RealtimeAudioFormat.fromJson(reader);
+                    BinaryData formatData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    deserializedRealtimeResponseContentPart.format
+                        = OpenAIJsonHelper.fromBinaryData(formatData, RealtimeAudioFormats.class);
                 } else {
                     reader.skipChildren();
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSemanticVadTurnDetection.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSemanticVadTurnDetection.java
deleted file mode 100644
index 3e3086269d637..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSemanticVadTurnDetection.java
+++ /dev/null
@@ -1,176 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import com.openai.models.realtime.RealtimeAudioInputTurnDetection.SemanticVad.Eagerness;
-import java.io.IOException;
-
-/**
- * The RealtimeSemanticVadTurnDetection model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeSemanticVadTurnDetection extends RealtimeTurnDetection {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeTurnDetectionType type = RealtimeTurnDetectionType.SEMANTIC_VAD;
-
-    // AI Tooling: openai-java de-dup
-    private Eagerness eagerness;
-
-    /*
-     * The create_response property.
-     */
-    @Generated
-    private Boolean createResponse;
-
-    /*
-     * The interrupt_response property.
-     */
-    @Generated
-    private Boolean interruptResponse;
-
-    /**
-     * Creates an instance of RealtimeSemanticVadTurnDetection class.
-     */
-    @Generated
-    public RealtimeSemanticVadTurnDetection() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeTurnDetectionType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the eagerness property: The eagerness property.
-     *
-     * @return the eagerness value.
-     */
-    public Eagerness getEagerness() {
-        // AI Tooling: openai-java de-dup
-        return this.eagerness;
-    }
-
-    /**
-     * Get the createResponse property: The create_response property.
-     *
-     * @return the createResponse value.
-     */
-    @Generated
-    public Boolean isCreateResponse() {
-        return this.createResponse;
-    }
-
-    /**
-     * Set the createResponse property: The create_response property.
-     *
-     * @param createResponse the createResponse value to set.
-     * @return the RealtimeSemanticVadTurnDetection object itself.
-     */
-    @Generated
-    public RealtimeSemanticVadTurnDetection setCreateResponse(Boolean createResponse) {
-        this.createResponse = createResponse;
-        return this;
-    }
-
-    /**
-     * Get the interruptResponse property: The interrupt_response property.
-     *
-     * @return the interruptResponse value.
-     */
-    @Generated
-    public Boolean isInterruptResponse() {
-        return this.interruptResponse;
-    }
-
-    /**
-     * Set the interruptResponse property: The interrupt_response property.
-     *
-     * @param interruptResponse the interruptResponse value to set.
-     * @return the RealtimeSemanticVadTurnDetection object itself.
-     */
-    @Generated
-    public RealtimeSemanticVadTurnDetection setInterruptResponse(Boolean interruptResponse) {
-        this.interruptResponse = interruptResponse;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        // AI Tooling: openai-java de-dup
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeStringField("eagerness", this.eagerness == null ? null : this.eagerness.asString());
-        jsonWriter.writeBooleanField("create_response", this.createResponse);
-        jsonWriter.writeBooleanField("interrupt_response", this.interruptResponse);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeSemanticVadTurnDetection from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeSemanticVadTurnDetection if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeSemanticVadTurnDetection.
-     */
-    public static RealtimeSemanticVadTurnDetection fromJson(JsonReader jsonReader) throws IOException {
-        // AI Tooling: openai-java de-dup
-        return jsonReader.readObject(reader -> {
-            RealtimeSemanticVadTurnDetection deserializedRealtimeSemanticVadTurnDetection
-                = new RealtimeSemanticVadTurnDetection();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimeSemanticVadTurnDetection.type
-                        = RealtimeTurnDetectionType.fromString(reader.getString());
-                } else if ("eagerness".equals(fieldName)) {
-                    deserializedRealtimeSemanticVadTurnDetection.eagerness
-                        = reader.getNullable(r -> Eagerness.of(r.getString()));
-                } else if ("create_response".equals(fieldName)) {
-                    deserializedRealtimeSemanticVadTurnDetection.createResponse
-                        = reader.getNullable(JsonReader::getBoolean);
-                } else if ("interrupt_response".equals(fieldName)) {
-                    deserializedRealtimeSemanticVadTurnDetection.interruptResponse
-                        = reader.getNullable(JsonReader::getBoolean);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeSemanticVadTurnDetection;
-        });
-    }
-
-    /**
-     * Set the eagerness property: The eagerness property.
-     *
-     * @param eagerness the eagerness value to set.
-     * @return the RealtimeSemanticVadTurnDetection object itself.
-     */
-    public RealtimeSemanticVadTurnDetection setEagerness(Eagerness eagerness) {
-        // AI Tooling: openai-java de-dup
-        this.eagerness = eagerness;
-        return this;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEvent.java
index 0d6e99aba1294..857264ab35911 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEvent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerEvent.java
@@ -175,6 +175,12 @@ public static RealtimeServerEvent fromJson(JsonReader jsonReader) throws IOExcep
                     return VoiceAgentSessionHandoffStartedEvent.fromJson(readerToUse.reset());
                 } else if ("session.handoff.aborted".equals(discriminatorValue)) {
                     return VoiceAgentSessionHandoffAbortedEvent.fromJson(readerToUse.reset());
+                } else if ("response.system_tool_arguments.delta".equals(discriminatorValue)) {
+                    return VoiceAgentSystemToolArgumentsDeltaEvent.fromJson(readerToUse.reset());
+                } else if ("response.system_tool_arguments.done".equals(discriminatorValue)) {
+                    return VoiceAgentSystemToolArgumentsDoneEvent.fromJson(readerToUse.reset());
+                } else if ("input_collection.status".equals(discriminatorValue)) {
+                    return VoiceAgentInputCollectionStatusEvent.fromJson(readerToUse.reset());
                 } else if ("session.subagent.started".equals(discriminatorValue)) {
                     return VoiceAgentSessionSubagentStartedEvent.fromJson(readerToUse.reset());
                 } else if ("session.subagent.completed".equals(discriminatorValue)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerVadTurnDetection.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerVadTurnDetection.java
deleted file mode 100644
index 00096c3a1ad4d..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeServerVadTurnDetection.java
+++ /dev/null
@@ -1,287 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Duration;
-
-/**
- * The RealtimeServerVadTurnDetection model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeServerVadTurnDetection extends RealtimeTurnDetection {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeTurnDetectionType type = RealtimeTurnDetectionType.SERVER_VAD;
-
-    /*
-     * The threshold property.
-     */
-    @Generated
-    private Double threshold;
-
-    /*
-     * The prefix_padding_ms property.
-     */
-    @Generated
-    private Long prefixPaddingMs;
-
-    /*
-     * The silence_duration_ms property.
-     */
-    @Generated
-    private Long silenceDuration;
-
-    /*
-     * The create_response property.
-     */
-    @Generated
-    private Boolean createResponse;
-
-    /*
-     * The interrupt_response property.
-     */
-    @Generated
-    private Boolean interruptResponse;
-
-    /*
-     * The idle_timeout_ms property.
-     */
-    @Generated
-    private Long idleTimeout;
-
-    /**
-     * Creates an instance of RealtimeServerVadTurnDetection class.
-     */
-    @Generated
-    public RealtimeServerVadTurnDetection() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeTurnDetectionType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the threshold property: The threshold property.
-     *
-     * @return the threshold value.
-     */
-    @Generated
-    public Double getThreshold() {
-        return this.threshold;
-    }
-
-    /**
-     * Set the threshold property: The threshold property.
-     *
-     * @param threshold the threshold value to set.
-     * @return the RealtimeServerVadTurnDetection object itself.
-     */
-    @Generated
-    public RealtimeServerVadTurnDetection setThreshold(Double threshold) {
-        this.threshold = threshold;
-        return this;
-    }
-
-    /**
-     * Get the prefixPaddingMs property: The prefix_padding_ms property.
-     *
-     * @return the prefixPaddingMs value.
-     */
-    @Generated
-    public Long getPrefixPaddingMs() {
-        return this.prefixPaddingMs;
-    }
-
-    /**
-     * Set the prefixPaddingMs property: The prefix_padding_ms property.
-     *
-     * @param prefixPaddingMs the prefixPaddingMs value to set.
-     * @return the RealtimeServerVadTurnDetection object itself.
-     */
-    @Generated
-    public RealtimeServerVadTurnDetection setPrefixPaddingMs(Long prefixPaddingMs) {
-        this.prefixPaddingMs = prefixPaddingMs;
-        return this;
-    }
-
-    /**
-     * Get the silenceDuration property: The silence_duration_ms property.
-     *
-     * @return the silenceDuration value.
-     */
-    @Generated
-    public Duration getSilenceDuration() {
-        if (this.silenceDuration == null) {
-            return null;
-        }
-        return Duration.ofMillis(this.silenceDuration);
-    }
-
-    /**
-     * Set the silenceDuration property: The silence_duration_ms property.
-     *
-     * @param silenceDuration the silenceDuration value to set.
-     * @return the RealtimeServerVadTurnDetection object itself.
-     */
-    @Generated
-    public RealtimeServerVadTurnDetection setSilenceDuration(Duration silenceDuration) {
-        if (silenceDuration == null) {
-            this.silenceDuration = null;
-        } else {
-            this.silenceDuration = silenceDuration.toMillis();
-        }
-        return this;
-    }
-
-    /**
-     * Get the createResponse property: The create_response property.
-     *
-     * @return the createResponse value.
-     */
-    @Generated
-    public Boolean isCreateResponse() {
-        return this.createResponse;
-    }
-
-    /**
-     * Set the createResponse property: The create_response property.
-     *
-     * @param createResponse the createResponse value to set.
-     * @return the RealtimeServerVadTurnDetection object itself.
-     */
-    @Generated
-    public RealtimeServerVadTurnDetection setCreateResponse(Boolean createResponse) {
-        this.createResponse = createResponse;
-        return this;
-    }
-
-    /**
-     * Get the interruptResponse property: The interrupt_response property.
-     *
-     * @return the interruptResponse value.
-     */
-    @Generated
-    public Boolean isInterruptResponse() {
-        return this.interruptResponse;
-    }
-
-    /**
-     * Set the interruptResponse property: The interrupt_response property.
-     *
-     * @param interruptResponse the interruptResponse value to set.
-     * @return the RealtimeServerVadTurnDetection object itself.
-     */
-    @Generated
-    public RealtimeServerVadTurnDetection setInterruptResponse(Boolean interruptResponse) {
-        this.interruptResponse = interruptResponse;
-        return this;
-    }
-
-    /**
-     * Get the idleTimeout property: The idle_timeout_ms property.
-     *
-     * @return the idleTimeout value.
-     */
-    @Generated
-    public Duration getIdleTimeout() {
-        if (this.idleTimeout == null) {
-            return null;
-        }
-        return Duration.ofMillis(this.idleTimeout);
-    }
-
-    /**
-     * Set the idleTimeout property: The idle_timeout_ms property.
-     *
-     * @param idleTimeout the idleTimeout value to set.
-     * @return the RealtimeServerVadTurnDetection object itself.
-     */
-    @Generated
-    public RealtimeServerVadTurnDetection setIdleTimeout(Duration idleTimeout) {
-        if (idleTimeout == null) {
-            this.idleTimeout = null;
-        } else {
-            this.idleTimeout = idleTimeout.toMillis();
-        }
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeNumberField("threshold", this.threshold);
-        jsonWriter.writeNumberField("prefix_padding_ms", this.prefixPaddingMs);
-        jsonWriter.writeNumberField("silence_duration_ms", this.silenceDuration);
-        jsonWriter.writeBooleanField("create_response", this.createResponse);
-        jsonWriter.writeBooleanField("interrupt_response", this.interruptResponse);
-        jsonWriter.writeNumberField("idle_timeout_ms", this.idleTimeout);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeServerVadTurnDetection from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeServerVadTurnDetection if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeServerVadTurnDetection.
-     */
-    @Generated
-    public static RealtimeServerVadTurnDetection fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimeServerVadTurnDetection deserializedRealtimeServerVadTurnDetection
-                = new RealtimeServerVadTurnDetection();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimeServerVadTurnDetection.type
-                        = RealtimeTurnDetectionType.fromString(reader.getString());
-                } else if ("threshold".equals(fieldName)) {
-                    deserializedRealtimeServerVadTurnDetection.threshold = reader.getNullable(JsonReader::getDouble);
-                } else if ("prefix_padding_ms".equals(fieldName)) {
-                    deserializedRealtimeServerVadTurnDetection.prefixPaddingMs
-                        = reader.getNullable(JsonReader::getLong);
-                } else if ("silence_duration_ms".equals(fieldName)) {
-                    deserializedRealtimeServerVadTurnDetection.silenceDuration
-                        = reader.getNullable(JsonReader::getLong);
-                } else if ("create_response".equals(fieldName)) {
-                    deserializedRealtimeServerVadTurnDetection.createResponse
-                        = reader.getNullable(JsonReader::getBoolean);
-                } else if ("interrupt_response".equals(fieldName)) {
-                    deserializedRealtimeServerVadTurnDetection.interruptResponse
-                        = reader.getNullable(JsonReader::getBoolean);
-                } else if ("idle_timeout_ms".equals(fieldName)) {
-                    deserializedRealtimeServerVadTurnDetection.idleTimeout = reader.getNullable(JsonReader::getLong);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeServerVadTurnDetection;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioConfiguration.java
deleted file mode 100644
index 501df0569cb28..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioConfiguration.java
+++ /dev/null
@@ -1,124 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The RealtimeSessionAudioConfiguration model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeSessionAudioConfiguration implements JsonSerializable<RealtimeSessionAudioConfiguration> {
-
-    /*
-     * The input property.
-     */
-    @Generated
-    private RealtimeSessionAudioInput input;
-
-    /*
-     * The output property.
-     */
-    @Generated
-    private RealtimeSessionAudioOutput output;
-
-    /**
-     * Creates an instance of RealtimeSessionAudioConfiguration class.
-     */
-    @Generated
-    public RealtimeSessionAudioConfiguration() {
-    }
-
-    /**
-     * Get the input property: The input property.
-     *
-     * @return the input value.
-     */
-    @Generated
-    public RealtimeSessionAudioInput getInput() {
-        return this.input;
-    }
-
-    /**
-     * Set the input property: The input property.
-     *
-     * @param input the input value to set.
-     * @return the RealtimeSessionAudioConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionAudioConfiguration setInput(RealtimeSessionAudioInput input) {
-        this.input = input;
-        return this;
-    }
-
-    /**
-     * Get the output property: The output property.
-     *
-     * @return the output value.
-     */
-    @Generated
-    public RealtimeSessionAudioOutput getOutput() {
-        return this.output;
-    }
-
-    /**
-     * Set the output property: The output property.
-     *
-     * @param output the output value to set.
-     * @return the RealtimeSessionAudioConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionAudioConfiguration setOutput(RealtimeSessionAudioOutput output) {
-        this.output = output;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("input", this.input);
-        jsonWriter.writeJsonField("output", this.output);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeSessionAudioConfiguration from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeSessionAudioConfiguration if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeSessionAudioConfiguration.
-     */
-    @Generated
-    public static RealtimeSessionAudioConfiguration fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimeSessionAudioConfiguration deserializedRealtimeSessionAudioConfiguration
-                = new RealtimeSessionAudioConfiguration();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("input".equals(fieldName)) {
-                    deserializedRealtimeSessionAudioConfiguration.input = RealtimeSessionAudioInput.fromJson(reader);
-                } else if ("output".equals(fieldName)) {
-                    deserializedRealtimeSessionAudioConfiguration.output = RealtimeSessionAudioOutput.fromJson(reader);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeSessionAudioConfiguration;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioInput.java
deleted file mode 100644
index bb8f8e9d6887c..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioInput.java
+++ /dev/null
@@ -1,190 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.OpenAIJsonHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import com.openai.models.realtime.RealtimeAudioConfigInput.NoiseReduction;
-import java.io.IOException;
-
-/**
- * The RealtimeSessionAudioInput model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeSessionAudioInput implements JsonSerializable<RealtimeSessionAudioInput> {
-
-    /*
-     * The format property.
-     */
-    @Generated
-    private RealtimeAudioFormat format;
-
-    /*
-     * The transcription property.
-     */
-    @Generated
-    private AudioTranscription transcription;
-
-    // AI Tooling: openai-java de-dup
-    private NoiseReduction noiseReduction;
-
-    /*
-     * The turn_detection property.
-     */
-    @Generated
-    private RealtimeTurnDetection turnDetection;
-
-    /**
-     * Creates an instance of RealtimeSessionAudioInput class.
-     */
-    @Generated
-    public RealtimeSessionAudioInput() {
-    }
-
-    /**
-     * Get the format property: The format property.
-     *
-     * @return the format value.
-     */
-    @Generated
-    public RealtimeAudioFormat getFormat() {
-        return this.format;
-    }
-
-    /**
-     * Set the format property: The format property.
-     *
-     * @param format the format value to set.
-     * @return the RealtimeSessionAudioInput object itself.
-     */
-    @Generated
-    public RealtimeSessionAudioInput setFormat(RealtimeAudioFormat format) {
-        this.format = format;
-        return this;
-    }
-
-    /**
-     * Get the transcription property: The transcription property.
-     *
-     * @return the transcription value.
-     */
-    @Generated
-    public AudioTranscription getTranscription() {
-        return this.transcription;
-    }
-
-    /**
-     * Set the transcription property: The transcription property.
-     *
-     * @param transcription the transcription value to set.
-     * @return the RealtimeSessionAudioInput object itself.
-     */
-    @Generated
-    public RealtimeSessionAudioInput setTranscription(AudioTranscription transcription) {
-        this.transcription = transcription;
-        return this;
-    }
-
-    /**
-     * Get the noiseReduction property: The noise_reduction property.
-     *
-     * @return the noiseReduction value.
-     */
-    public NoiseReduction getNoiseReduction() {
-        // AI Tooling: openai-java de-dup
-        return this.noiseReduction;
-    }
-
-    /**
-     * Get the turnDetection property: The turn_detection property.
-     *
-     * @return the turnDetection value.
-     */
-    @Generated
-    public RealtimeTurnDetection getTurnDetection() {
-        return this.turnDetection;
-    }
-
-    /**
-     * Set the turnDetection property: The turn_detection property.
-     *
-     * @param turnDetection the turnDetection value to set.
-     * @return the RealtimeSessionAudioInput object itself.
-     */
-    @Generated
-    public RealtimeSessionAudioInput setTurnDetection(RealtimeTurnDetection turnDetection) {
-        this.turnDetection = turnDetection;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        // AI Tooling: openai-java de-dup
-        jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("format", this.format);
-        jsonWriter.writeJsonField("transcription", this.transcription);
-        if (this.noiseReduction != null) {
-            jsonWriter.writeFieldName("noise_reduction");
-            OpenAIJsonHelper.toBinaryData(this.noiseReduction).writeTo(jsonWriter);
-        }
-        jsonWriter.writeJsonField("turn_detection", this.turnDetection);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeSessionAudioInput from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeSessionAudioInput if the JsonReader was pointing to an instance of
-     * it, or null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeSessionAudioInput.
-     */
-    public static RealtimeSessionAudioInput fromJson(JsonReader jsonReader) throws IOException {
-        // AI Tooling: openai-java de-dup
-        return jsonReader.readObject(reader -> {
-            RealtimeSessionAudioInput deserializedRealtimeSessionAudioInput = new RealtimeSessionAudioInput();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("format".equals(fieldName)) {
-                    deserializedRealtimeSessionAudioInput.format = RealtimeAudioFormat.fromJson(reader);
-                } else if ("transcription".equals(fieldName)) {
-                    deserializedRealtimeSessionAudioInput.transcription = AudioTranscription.fromJson(reader);
-                } else if ("noise_reduction".equals(fieldName)) {
-                    BinaryData noiseReductionData = reader.getNullable(r -> BinaryData.fromObject(r.readUntyped()));
-                    deserializedRealtimeSessionAudioInput.noiseReduction
-                        = OpenAIJsonHelper.fromBinaryData(noiseReductionData, NoiseReduction.class);
-                } else if ("turn_detection".equals(fieldName)) {
-                    deserializedRealtimeSessionAudioInput.turnDetection = RealtimeTurnDetection.fromJson(reader);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeSessionAudioInput;
-        });
-    }
-
-    /**
-     * Set the noiseReduction property: The noise_reduction property.
-     *
-     * @param noiseReduction the noiseReduction value to set.
-     * @return the RealtimeSessionAudioInput object itself.
-     */
-    public RealtimeSessionAudioInput setNoiseReduction(NoiseReduction noiseReduction) {
-        // AI Tooling: openai-java de-dup
-        this.noiseReduction = noiseReduction;
-        return this;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioOutput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioOutput.java
deleted file mode 100644
index ddd0272ae256f..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionAudioOutput.java
+++ /dev/null
@@ -1,218 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The RealtimeSessionAudioOutput model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeSessionAudioOutput implements JsonSerializable<RealtimeSessionAudioOutput> {
-
-    /*
-     * The format property.
-     */
-    @Generated
-    private RealtimeAudioFormat format;
-
-    /*
-     * The voice property.
-     */
-    @Generated
-    private BinaryData voice;
-
-    /*
-     * The speed property.
-     */
-    @Generated
-    private Double speed;
-
-    /**
-     * Creates an instance of RealtimeSessionAudioOutput class.
-     */
-    @Generated
-    public RealtimeSessionAudioOutput() {
-    }
-
-    /**
-     * Get the format property: The format property.
-     *
-     * @return the format value.
-     */
-    @Generated
-    public RealtimeAudioFormat getFormat() {
-        return this.format;
-    }
-
-    /**
-     * Set the format property: The format property.
-     *
-     * @param format the format value to set.
-     * @return the RealtimeSessionAudioOutput object itself.
-     */
-    @Generated
-    public RealtimeSessionAudioOutput setFormat(RealtimeAudioFormat format) {
-        this.format = format;
-        return this;
-    }
-
-    /**
-     * Get the voice property: The voice property.
-     *
-     * @return the voice value.
-     */
-    BinaryData getVoice() {
-        // AI Tooling: union type
-        return this.voice;
-    }
-
-    /**
-     * Set the voice property: The voice property.
-     *
-     * @param voice the voice value to set.
-     * @return the RealtimeSessionAudioOutput object itself.
-     */
-    RealtimeSessionAudioOutput setVoice(BinaryData voice) {
-        // AI Tooling: union type
-        this.voice = voice;
-        return this;
-    }
-
-    /**
-     * Get the speed property: The speed property.
-     *
-     * @return the speed value.
-     */
-    @Generated
-    public Double getSpeed() {
-        return this.speed;
-    }
-
-    /**
-     * Set the speed property: The speed property.
-     *
-     * @param speed the speed value to set.
-     * @return the RealtimeSessionAudioOutput object itself.
-     */
-    @Generated
-    public RealtimeSessionAudioOutput setSpeed(Double speed) {
-        this.speed = speed;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("format", this.format);
-        if (this.voice != null) {
-            jsonWriter.writeFieldName("voice");
-            this.voice.writeTo(jsonWriter);
-        }
-        jsonWriter.writeNumberField("speed", this.speed);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeSessionAudioOutput from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeSessionAudioOutput if the JsonReader was pointing to an instance of it, or null if
-     * it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeSessionAudioOutput.
-     */
-    @Generated
-    public static RealtimeSessionAudioOutput fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimeSessionAudioOutput deserializedRealtimeSessionAudioOutput = new RealtimeSessionAudioOutput();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("format".equals(fieldName)) {
-                    deserializedRealtimeSessionAudioOutput.format = RealtimeAudioFormat.fromJson(reader);
-                } else if ("voice".equals(fieldName)) {
-                    deserializedRealtimeSessionAudioOutput.voice
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else if ("speed".equals(fieldName)) {
-                    deserializedRealtimeSessionAudioOutput.speed = reader.getNullable(JsonReader::getDouble);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeSessionAudioOutput;
-        });
-    }
-
-    /**
-     * Set the voice property: The built-in or custom voice used for audio output.
-     *
-     * @param voice the {@link VoiceIds} built-in voice to set.
-     * @return the RealtimeSessionAudioOutput object itself.
-     */
-    public RealtimeSessionAudioOutput setVoice(VoiceIds voice) {
-        // AI Tooling: union type
-        this.voice = voice == null ? null : BinaryData.fromObject(voice.toString());
-        return this;
-    }
-
-    /**
-     * Get the voice property: The built-in or custom voice used for audio output.
-     *
-     * @return the voice value as a {@link VoiceIds}, or {@code null} when it is not set or holds another variant.
-     */
-    public VoiceIds getVoiceAsVoiceIds() {
-        // AI Tooling: union type
-        if (this.voice == null) {
-            return null;
-        }
-        String json = this.voice.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return VoiceIds.fromString(this.voice.toObject(String.class));
-    }
-
-    /**
-     * Set the voice property: The built-in or custom voice used for audio output.
-     *
-     * @param voice the {@link RealtimeSessionCreateRequestGAAudioOutputVoice} custom voice to set.
-     * @return the RealtimeSessionAudioOutput object itself.
-     */
-    public RealtimeSessionAudioOutput setVoice(RealtimeSessionCreateRequestGAAudioOutputVoice voice) {
-        // AI Tooling: union type
-        this.voice = voice == null ? null : BinaryData.fromObject(voice);
-        return this;
-    }
-
-    /**
-     * Get the voice property: The built-in or custom voice used for audio output.
-     *
-     * @return the voice value as a {@link RealtimeSessionCreateRequestGAAudioOutputVoice}, or {@code null} when it is
-     * not set or holds another variant.
-     */
-    public RealtimeSessionCreateRequestGAAudioOutputVoice getVoiceAsRealtimeSessionCreateRequestGAAudioOutputVoice() {
-        // AI Tooling: union type
-        if (this.voice == null) {
-            return null;
-        }
-        String json = this.voice.toString().trim();
-        if (!(json.startsWith("{"))) {
-            return null;
-        }
-        return this.voice.toObject(RealtimeSessionCreateRequestGAAudioOutputVoice.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfiguration.java
deleted file mode 100644
index 1e9d087a26977..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfiguration.java
+++ /dev/null
@@ -1,742 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.OpenAIJsonHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import com.openai.models.realtime.RealtimeReasoning;
-import com.openai.models.realtime.RealtimeSessionCreateRequest.Model;
-import com.openai.models.realtime.RealtimeSessionCreateRequest.OutputModality;
-import com.openai.models.realtime.RealtimeToolsConfigUnion;
-import com.openai.models.realtime.RealtimeTruncationRetentionRatio;
-import com.openai.models.responses.ResponsePrompt;
-import java.io.IOException;
-import java.util.List;
-
-/**
- * Realtime session configuration
- *
- * Realtime session object configuration.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeSessionConfiguration extends RealtimeSessionConfigurationBase {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeSessionType type = RealtimeSessionType.REALTIME;
-
-    /*
-     * The set of modalities the model can respond with. It defaults to `["audio"]`, indicating
-     * that the model will respond with audio plus a transcript. `["text"]` can be used to make
-     * the model respond with text only. It is not possible to request both `text` and `audio` at the same time.
-     */
-    @Generated
-    private List<OutputModality> outputModalities;
-
-    /*
-     * The Realtime model used for this session.
-     */
-    @Generated
-    private Model model;
-
-    /*
-     * The default system instructions (i.e. system message) prepended to model calls. This field allows the client to
-     * guide the model on desired responses. The model can be instructed on response content and format, (e.g.
-     * "be extremely succinct", "act friendly", "here are examples of good responses") and on audio behavior (e.g.
-     * "talk quickly", "inject emotion into your voice", "laugh frequently"). The instructions are not guaranteed to be
-     * followed by the model, but they provide guidance to the model on the desired behavior.
-     * Note that the server sets default instructions which will be used if this field is not set and are visible in the
-     * `session.created` event at the start of the session.
-     */
-    @Generated
-    private String instructions;
-
-    /*
-     * Configuration for input and output audio.
-     */
-    @Generated
-    private RealtimeSessionAudioConfiguration audio;
-
-    /*
-     * Additional fields to include in server outputs.
-     * `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
-     */
-    @Generated
-    private List<String> include;
-
-    /*
-     * Tracing Configuration
-     * 
-     * Realtime API can write session traces to the [Traces Dashboard](https://platform.openai.com/logs?api=traces). Set
-     * to null to disable tracing. Once
-     * tracing is enabled for a session, the configuration cannot be modified.
-     * `auto` will create a trace for the session with default values for the
-     * workflow name, group id, and metadata.
-     */
-    @Generated
-    private BinaryData tracing;
-
-    /*
-     * Tools available to the model.
-     */
-    @Generated
-    private List<BinaryData> tools;
-
-    /*
-     * How the model chooses tools. Provide one of the string modes or force a specific
-     * function/MCP tool.
-     */
-    @Generated
-    private BinaryData toolChoice;
-
-    /*
-     * Whether the model may call multiple tools in parallel. Only supported by
-     * reasoning Realtime models such as `gpt-realtime-2`.
-     */
-    @Generated
-    private Boolean parallelToolCalls;
-
-    /*
-     * The reasoning property.
-     */
-    @Generated
-    private RealtimeReasoning reasoning;
-
-    /*
-     * Maximum number of output tokens for a single assistant response,
-     * inclusive of tool calls. Provide an integer between 1 and 4096 to
-     * limit output tokens, or `inf` for the maximum available tokens for a
-     * given model. Defaults to `inf`.
-     */
-    @Generated
-    private BinaryData maxOutputTokens;
-
-    /*
-     * The truncation property.
-     */
-    @Generated
-    private BinaryData truncation;
-
-    /*
-     * The prompt property.
-     */
-    @Generated
-    private ResponsePrompt prompt;
-
-    /**
-     * Creates an instance of RealtimeSessionConfiguration class.
-     */
-    @Generated
-    public RealtimeSessionConfiguration() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeSessionType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the outputModalities property: The set of modalities the model can respond with. It defaults to `["audio"]`,
-     * indicating
-     * that the model will respond with audio plus a transcript. `["text"]` can be used to make
-     * the model respond with text only. It is not possible to request both `text` and `audio` at the same time.
-     *
-     * @return the outputModalities value.
-     */
-    @Generated
-    public List<OutputModality> getOutputModalities() {
-        return this.outputModalities;
-    }
-
-    /**
-     * Set the outputModalities property: The set of modalities the model can respond with. It defaults to `["audio"]`,
-     * indicating
-     * that the model will respond with audio plus a transcript. `["text"]` can be used to make
-     * the model respond with text only. It is not possible to request both `text` and `audio` at the same time.
-     *
-     * @param outputModalities the outputModalities value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionConfiguration setOutputModalities(List<OutputModality> outputModalities) {
-        this.outputModalities = outputModalities;
-        return this;
-    }
-
-    /**
-     * Get the model property: The Realtime model used for this session.
-     *
-     * @return the model value.
-     */
-    @Generated
-    public Model getModel() {
-        return this.model;
-    }
-
-    /**
-     * Get the instructions property: The default system instructions (i.e. system message) prepended to model calls.
-     * This field allows the client to guide the model on desired responses. The model can be instructed on response
-     * content and format, (e.g. "be extremely succinct", "act friendly", "here are examples of good responses") and on
-     * audio behavior (e.g. "talk quickly", "inject emotion into your voice", "laugh frequently"). The instructions are
-     * not guaranteed to be followed by the model, but they provide guidance to the model on the desired behavior.
-     * Note that the server sets default instructions which will be used if this field is not set and are visible in the
-     * `session.created` event at the start of the session.
-     *
-     * @return the instructions value.
-     */
-    @Generated
-    public String getInstructions() {
-        return this.instructions;
-    }
-
-    /**
-     * Set the instructions property: The default system instructions (i.e. system message) prepended to model calls.
-     * This field allows the client to guide the model on desired responses. The model can be instructed on response
-     * content and format, (e.g. "be extremely succinct", "act friendly", "here are examples of good responses") and on
-     * audio behavior (e.g. "talk quickly", "inject emotion into your voice", "laugh frequently"). The instructions are
-     * not guaranteed to be followed by the model, but they provide guidance to the model on the desired behavior.
-     * Note that the server sets default instructions which will be used if this field is not set and are visible in the
-     * `session.created` event at the start of the session.
-     *
-     * @param instructions the instructions value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionConfiguration setInstructions(String instructions) {
-        this.instructions = instructions;
-        return this;
-    }
-
-    /**
-     * Get the audio property: Configuration for input and output audio.
-     *
-     * @return the audio value.
-     */
-    @Generated
-    public RealtimeSessionAudioConfiguration getAudio() {
-        return this.audio;
-    }
-
-    /**
-     * Set the audio property: Configuration for input and output audio.
-     *
-     * @param audio the audio value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionConfiguration setAudio(RealtimeSessionAudioConfiguration audio) {
-        this.audio = audio;
-        return this;
-    }
-
-    /**
-     * Get the include property: Additional fields to include in server outputs.
-     * `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
-     *
-     * @return the include value.
-     */
-    @Generated
-    public List<String> getInclude() {
-        return this.include;
-    }
-
-    /**
-     * Set the include property: Additional fields to include in server outputs.
-     * `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
-     *
-     * @param include the include value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionConfiguration setInclude(List<String> include) {
-        this.include = include;
-        return this;
-    }
-
-    /**
-     * Get the tracing property: Tracing Configuration
-     *
-     * Realtime API can write session traces to the [Traces Dashboard](https://platform.openai.com/logs?api=traces). Set
-     * to null to disable tracing. Once
-     * tracing is enabled for a session, the configuration cannot be modified.
-     * `auto` will create a trace for the session with default values for the
-     * workflow name, group id, and metadata.
-     *
-     * @return the tracing value.
-     */
-    BinaryData getTracing() {
-        // AI Tooling: union type
-        return this.tracing;
-    }
-
-    /**
-     * Set the tracing property: Tracing Configuration
-     *
-     * Realtime API can write session traces to the [Traces Dashboard](https://platform.openai.com/logs?api=traces). Set
-     * to null to disable tracing. Once
-     * tracing is enabled for a session, the configuration cannot be modified.
-     * `auto` will create a trace for the session with default values for the
-     * workflow name, group id, and metadata.
-     *
-     * @param tracing the tracing value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    RealtimeSessionConfiguration setTracing(BinaryData tracing) {
-        // AI Tooling: union type
-        this.tracing = tracing;
-        return this;
-    }
-
-    /**
-     * Get the tools property: Tools available to the model.
-     *
-     * @return the tools value.
-     */
-    List<BinaryData> getTools() {
-        // AI Tooling: union type
-        return this.tools;
-    }
-
-    /**
-     * Set the tools property: Tools available to the model.
-     *
-     * @param tools the tools value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    RealtimeSessionConfiguration setTools(List<BinaryData> tools) {
-        // AI Tooling: union type
-        this.tools = tools;
-        return this;
-    }
-
-    /**
-     * Get the tools property as a list of openai-java {@link RealtimeToolsConfigUnion} values: Tools available to the
-     * model.
-     *
-     * @return the tools value as a list of openai-java union values.
-     */
-    public List<RealtimeToolsConfigUnion> getToolsAsOpenAITools() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        return OpenAIJsonHelper.fromBinaryDataList(this.tools, RealtimeToolsConfigUnion.class);
-    }
-
-    /**
-     * Set the tools property using a list of openai-java {@link RealtimeToolsConfigUnion} values: Tools available to
-     * the model.
-     *
-     * @param tools the list of openai-java union values to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setToolsAsOpenAITools(List<RealtimeToolsConfigUnion> tools) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.tools = OpenAIJsonHelper.toBinaryDataList(tools);
-        return this;
-    }
-
-    /**
-     * Get the toolChoice property: How the model chooses tools. Provide one of the string modes or force a specific
-     * function/MCP tool.
-     *
-     * @return the tool choice, or {@code null} when absent or JSON null.
-     */
-    public VoiceAgentToolChoice getToolChoice() {
-        return this.toolChoice == null ? null : this.toolChoice.toObject(VoiceAgentToolChoice.class);
-    }
-
-    /**
-     * Set the toolChoice property: How the model chooses tools. Provide one of the string modes or force a specific
-     * function/MCP tool.
-     *
-     * @param toolChoice the tool choice, or {@code null} to clear the property.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setToolChoice(VoiceAgentToolChoice toolChoice) {
-        this.toolChoice = toolChoice == null ? null : BinaryData.fromObject(toolChoice);
-        return this;
-    }
-
-    /**
-     * Get the parallelToolCalls property: Whether the model may call multiple tools in parallel. Only supported by
-     * reasoning Realtime models such as `gpt-realtime-2`.
-     *
-     * @return the parallelToolCalls value.
-     */
-    @Generated
-    public Boolean isParallelToolCalls() {
-        return this.parallelToolCalls;
-    }
-
-    /**
-     * Set the parallelToolCalls property: Whether the model may call multiple tools in parallel. Only supported by
-     * reasoning Realtime models such as `gpt-realtime-2`.
-     *
-     * @param parallelToolCalls the parallelToolCalls value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionConfiguration setParallelToolCalls(Boolean parallelToolCalls) {
-        this.parallelToolCalls = parallelToolCalls;
-        return this;
-    }
-
-    /**
-     * Get the reasoning property: The reasoning property.
-     *
-     * @return the reasoning value.
-     */
-    @Generated
-    public RealtimeReasoning getReasoning() {
-        return this.reasoning;
-    }
-
-    /**
-     * Set the reasoning property: The reasoning property.
-     *
-     * @param reasoning the reasoning value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionConfiguration setReasoning(RealtimeReasoning reasoning) {
-        this.reasoning = reasoning;
-        return this;
-    }
-
-    /**
-     * Get the maxOutputTokens property: Maximum number of output tokens for a single assistant response,
-     * inclusive of tool calls. Provide an integer between 1 and 4096 to
-     * limit output tokens, or `inf` for the maximum available tokens for a
-     * given model. Defaults to `inf`.
-     *
-     * @return the maxOutputTokens value.
-     */
-    public VoiceAgentMaxOutputTokens getMaxOutputTokens() {
-        // AI Tooling: union type
-        return this.maxOutputTokens == null ? null : this.maxOutputTokens.toObject(VoiceAgentMaxOutputTokens.class);
-    }
-
-    /**
-     * Set the maxOutputTokens property: Maximum number of output tokens for a single assistant response,
-     * inclusive of tool calls. Provide an integer between 1 and 4096 to
-     * limit output tokens, or `inf` for the maximum available tokens for a
-     * given model. Defaults to `inf`.
-     *
-     * @param maxOutputTokens the maxOutputTokens value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setMaxOutputTokens(VoiceAgentMaxOutputTokens maxOutputTokens) {
-        // AI Tooling: union type
-        this.maxOutputTokens = maxOutputTokens == null ? null : BinaryData.fromObject(maxOutputTokens);
-        return this;
-    }
-
-    /**
-     * Get the truncation property: The truncation property.
-     *
-     * @return the truncation value.
-     */
-    BinaryData getTruncation() {
-        // AI Tooling: union type
-        return this.truncation;
-    }
-
-    /**
-     * Set the truncation property: The truncation property.
-     *
-     * @param truncation the truncation value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    RealtimeSessionConfiguration setTruncation(BinaryData truncation) {
-        // AI Tooling: union type
-        this.truncation = truncation;
-        return this;
-    }
-
-    /**
-     * Get the prompt property: The prompt property.
-     *
-     * @return the prompt value.
-     */
-    @Generated
-    public ResponsePrompt getPrompt() {
-        return this.prompt;
-    }
-
-    /**
-     * Set the prompt property: The prompt property.
-     *
-     * @param prompt the prompt value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionConfiguration setPrompt(ResponsePrompt prompt) {
-        this.prompt = prompt;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeArrayField("output_modalities", this.outputModalities,
-            (writer, element) -> writer.writeString(element == null ? null : element.asString()));
-        jsonWriter.writeStringField("model", this.model == null ? null : this.model.asString());
-        jsonWriter.writeStringField("instructions", this.instructions);
-        jsonWriter.writeJsonField("audio", this.audio);
-        jsonWriter.writeArrayField("include", this.include, (writer, element) -> writer.writeString(element));
-        if (this.tracing != null) {
-            jsonWriter.writeFieldName("tracing");
-            this.tracing.writeTo(jsonWriter);
-        }
-        jsonWriter.writeArrayField("tools", this.tools, (writer, element) -> {
-            if (element == null) {
-                writer.writeNull();
-            } else {
-                element.writeTo(writer);
-            }
-        });
-        if (this.toolChoice != null) {
-            jsonWriter.writeFieldName("tool_choice");
-            this.toolChoice.writeTo(jsonWriter);
-        }
-        jsonWriter.writeBooleanField("parallel_tool_calls", this.parallelToolCalls);
-        // AI Tooling: openai-java de-dup
-        if (this.reasoning != null) {
-            jsonWriter.writeFieldName("reasoning");
-            OpenAIJsonHelper.toBinaryData(this.reasoning).writeTo(jsonWriter);
-        }
-        if (this.maxOutputTokens != null) {
-            jsonWriter.writeFieldName("max_output_tokens");
-            this.maxOutputTokens.writeTo(jsonWriter);
-        }
-        if (this.truncation != null) {
-            jsonWriter.writeFieldName("truncation");
-            this.truncation.writeTo(jsonWriter);
-        }
-        if (this.prompt != null) {
-            jsonWriter.writeFieldName("prompt");
-            OpenAIJsonHelper.toBinaryData(this.prompt).writeTo(jsonWriter);
-        }
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeSessionConfiguration from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeSessionConfiguration if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeSessionConfiguration.
-     */
-    public static RealtimeSessionConfiguration fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimeSessionConfiguration deserializedRealtimeSessionConfiguration = new RealtimeSessionConfiguration();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimeSessionConfiguration.type = RealtimeSessionType.fromString(reader.getString());
-                } else if ("output_modalities".equals(fieldName)) {
-                    List<OutputModality> outputModalities
-                        = reader.readArray(reader1 -> reader1.getNullable(r -> OutputModality.of(r.getString())));
-                    deserializedRealtimeSessionConfiguration.outputModalities = outputModalities;
-                } else if ("model".equals(fieldName)) {
-                    deserializedRealtimeSessionConfiguration.model = reader.getNullable(r -> Model.of(r.getString()));
-                } else if ("instructions".equals(fieldName)) {
-                    deserializedRealtimeSessionConfiguration.instructions = reader.getString();
-                } else if ("audio".equals(fieldName)) {
-                    deserializedRealtimeSessionConfiguration.audio = RealtimeSessionAudioConfiguration.fromJson(reader);
-                } else if ("include".equals(fieldName)) {
-                    List<String> include = reader.readArray(reader1 -> reader1.getString());
-                    deserializedRealtimeSessionConfiguration.include = include;
-                } else if ("tracing".equals(fieldName)) {
-                    deserializedRealtimeSessionConfiguration.tracing
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else if ("tools".equals(fieldName)) {
-                    List<BinaryData> tools = reader.readArray(reader1 -> reader1
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
-                    deserializedRealtimeSessionConfiguration.tools = tools;
-                } else if ("tool_choice".equals(fieldName)) {
-                    deserializedRealtimeSessionConfiguration.toolChoice
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else if ("parallel_tool_calls".equals(fieldName)) {
-                    deserializedRealtimeSessionConfiguration.parallelToolCalls
-                        = reader.getNullable(JsonReader::getBoolean);
-                } else if ("reasoning".equals(fieldName)) {
-                    // AI Tooling: openai-java de-dup
-                    BinaryData reasoningData
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                    deserializedRealtimeSessionConfiguration.reasoning
-                        = OpenAIJsonHelper.fromBinaryData(reasoningData, RealtimeReasoning.class);
-                } else if ("max_output_tokens".equals(fieldName)) {
-                    deserializedRealtimeSessionConfiguration.maxOutputTokens
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else if ("truncation".equals(fieldName)) {
-                    deserializedRealtimeSessionConfiguration.truncation
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                } else if ("prompt".equals(fieldName)) {
-                    BinaryData promptData
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
-                    deserializedRealtimeSessionConfiguration.prompt
-                        = OpenAIJsonHelper.fromBinaryData(promptData, ResponsePrompt.class);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeSessionConfiguration;
-        });
-    }
-
-    /**
-     * Set the tracing property: Tracing configuration.
-     *
-     * @param tracing the tracing mode string to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setTracing(String tracing) {
-        // AI Tooling: union type
-        this.tracing = tracing == null ? null : BinaryData.fromObject(tracing);
-        return this;
-    }
-
-    /**
-     * Get the tracing property: Tracing configuration.
-     *
-     * @return the tracing value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public String getTracingAsString() {
-        // AI Tooling: union type
-        if (this.tracing == null) {
-            return null;
-        }
-        String json = this.tracing.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return this.tracing.toObject(String.class);
-    }
-
-    /**
-     * Set the tracing property: Tracing configuration.
-     *
-     * @param tracing the {@link RealtimeSessionTracingConfiguration} configuration to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setTracing(RealtimeSessionTracingConfiguration tracing) {
-        // AI Tooling: union type
-        this.tracing = tracing == null ? null : BinaryData.fromObject(tracing);
-        return this;
-    }
-
-    /**
-     * Set the truncation property: The truncation policy for the session.
-     *
-     * @param truncation the truncation mode string to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setTruncation(String truncation) {
-        // AI Tooling: union type
-        this.truncation = truncation == null ? null : BinaryData.fromObject(truncation);
-        return this;
-    }
-
-    /**
-     * Get the truncation property: The truncation policy for the session.
-     *
-     * @return the truncation value as a String, or {@code null} when it is not set or holds another variant.
-     */
-    public String getTruncationAsString() {
-        // AI Tooling: union type
-        if (this.truncation == null) {
-            return null;
-        }
-        String json = this.truncation.toString().trim();
-        if (!(json.startsWith("\""))) {
-            return null;
-        }
-        return this.truncation.toObject(String.class);
-    }
-
-    /**
-     * Set the truncation property: The truncation policy for the session.
-     *
-     * @param truncation the openai-java {@link RealtimeTruncationRetentionRatio} configuration to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    public RealtimeSessionConfiguration setTruncation(RealtimeTruncationRetentionRatio truncation) {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        this.truncation = OpenAIJsonHelper.toBinaryData(truncation);
-        return this;
-    }
-
-    /**
-     * Set the model property: The Realtime model used for this session.
-     *
-     * @param model the model value to set.
-     * @return the RealtimeSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionConfiguration setModel(Model model) {
-        this.model = model;
-        return this;
-    }
-
-    /**
-     * Get the truncation property: The truncation policy for the session.
-     *
-     * @return the truncation value as an openai-java {@link RealtimeTruncationRetentionRatio}, or {@code null} when it
-     * is not set or holds another variant.
-     */
-    public RealtimeTruncationRetentionRatio getTruncationAsRealtimeTruncationRetentionRatio() {
-        // AI Tooling: union type
-        // AI Tooling: openai-java de-dup
-        if (this.truncation == null) {
-            return null;
-        }
-        String json = this.truncation.toString().trim();
-        if (!(json.startsWith("{"))) {
-            return null;
-        }
-        return com.azure.ai.agents.implementation.OpenAIJsonHelper.fromBinaryData(this.truncation,
-            RealtimeTruncationRetentionRatio.class);
-    }
-
-    /**
-     * Get the tracing property: Tracing configuration.
-     *
-     * @return the tracing value as a {@link RealtimeSessionTracingConfiguration}, or {@code null} when it is not set
-     * or holds another variant.
-     */
-    public RealtimeSessionTracingConfiguration getTracingAsRealtimeSessionTracingConfiguration() {
-        // AI Tooling: union type
-        if (this.tracing == null) {
-            return null;
-        }
-        String json = this.tracing.toString().trim();
-        if (!(json.startsWith("{"))) {
-            return null;
-        }
-        return this.tracing.toObject(RealtimeSessionTracingConfiguration.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionCreateRequestGAAudioOutputVoice.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionCreateRequestGAAudioOutputVoice.java
deleted file mode 100644
index 8d8692dec5a6a..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionCreateRequestGAAudioOutputVoice.java
+++ /dev/null
@@ -1,85 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The RealtimeSessionCreateRequestGAAudioOutputVoice model.
- */
-@Immutable
-@Beta(warningText = "Preview API.")
-public final class RealtimeSessionCreateRequestGAAudioOutputVoice
-    implements JsonSerializable<RealtimeSessionCreateRequestGAAudioOutputVoice> {
-
-    /*
-     * The id property.
-     */
-    @Generated
-    private final String id;
-
-    /**
-     * Creates an instance of RealtimeSessionCreateRequestGAAudioOutputVoice class.
-     *
-     * @param id the id value to set.
-     */
-    @Generated
-    public RealtimeSessionCreateRequestGAAudioOutputVoice(String id) {
-        this.id = id;
-    }
-
-    /**
-     * Get the id property: The id property.
-     *
-     * @return the id value.
-     */
-    @Generated
-    public String getId() {
-        return this.id;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("id", this.id);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeSessionCreateRequestGAAudioOutputVoice from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeSessionCreateRequestGAAudioOutputVoice if the JsonReader was pointing to an
-     * instance of it, or null if it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the RealtimeSessionCreateRequestGAAudioOutputVoice.
-     */
-    @Generated
-    public static RealtimeSessionCreateRequestGAAudioOutputVoice fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String id = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("id".equals(fieldName)) {
-                    id = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new RealtimeSessionCreateRequestGAAudioOutputVoice(id);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionCreatedEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionCreatedEvent.java
index c8305e58ae94b..e911776ab669b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionCreatedEvent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionCreatedEvent.java
@@ -6,7 +6,6 @@
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
-import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
@@ -37,7 +36,7 @@ public final class RealtimeSessionCreatedEvent extends RealtimeServerEvent {
      * The session configuration.
      */
     @Generated
-    private final BinaryData session;
+    private final VoiceAgentSessionResponseConfiguration session;
 
     /*
      * The session-scoped conversation id. When present, responses attached to the session conversation use the same
@@ -46,18 +45,6 @@ public final class RealtimeSessionCreatedEvent extends RealtimeServerEvent {
     @Generated
     private String conversationId;
 
-    /**
-     * Creates an instance of RealtimeSessionCreatedEvent class.
-     *
-     * @param eventId the eventId value to set.
-     * @param session the session value to set.
-     */
-    RealtimeSessionCreatedEvent(String eventId, BinaryData session) {
-        // AI Tooling: union type
-        this.eventId = eventId;
-        this.session = session;
-    }
-
     /**
      * Get the type property: The type property.
      *
@@ -79,16 +66,6 @@ public String getEventId() {
         return this.eventId;
     }
 
-    /**
-     * Get the session property: The session configuration.
-     *
-     * @return the session value.
-     */
-    BinaryData getSession() {
-        // AI Tooling: union type
-        return this.session;
-    }
-
     /**
      * Get the conversationId property: The session-scoped conversation id. When present, responses attached to the
      * session conversation use the same value in `response.created` and `response.done`.
@@ -108,8 +85,7 @@ public String getConversationId() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("event_id", this.eventId);
-        jsonWriter.writeFieldName("session");
-        this.session.writeTo(jsonWriter);
+        jsonWriter.writeJsonField("session", this.session);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("conversation_id", this.conversationId);
         return jsonWriter.writeEndObject();
@@ -128,7 +104,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static RealtimeSessionCreatedEvent fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String eventId = null;
-            BinaryData session = null;
+            VoiceAgentSessionResponseConfiguration session = null;
             RealtimeServerEventType type = RealtimeServerEventType.SESSION_CREATED;
             String conversationId = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -137,7 +113,7 @@ public static RealtimeSessionCreatedEvent fromJson(JsonReader jsonReader) throws
                 if ("event_id".equals(fieldName)) {
                     eventId = reader.getString();
                 } else if ("session".equals(fieldName)) {
-                    session = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    session = VoiceAgentSessionResponseConfiguration.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = RealtimeServerEventType.fromString(reader.getString());
                 } else if ("conversation_id".equals(fieldName)) {
@@ -155,32 +131,24 @@ public static RealtimeSessionCreatedEvent fromJson(JsonReader jsonReader) throws
     }
 
     /**
-     * Get the session property: The session configuration.
+     * Creates an instance of RealtimeSessionCreatedEvent class.
      *
-     * @return the session value as a {@link VoiceAgentSessionResponseConfiguration}, or {@code null} when it is not set
-     * or holds another variant.
+     * @param eventId the eventId value to set.
+     * @param session the session value to set.
      */
-    public VoiceAgentSessionResponseConfiguration getSessionAsVoiceAgentSessionResponseConfiguration() {
-        // AI Tooling: union type
-        if (this.session == null) {
-            return null;
-        }
-        String json = this.session.toString().trim();
-        if (!(json.startsWith("{"))) {
-            return null;
-        }
-        return this.session.toObject(VoiceAgentSessionResponseConfiguration.class);
+    public RealtimeSessionCreatedEvent(String eventId, VoiceAgentSessionResponseConfiguration session) {
+        // AI Tooling: typed session
+        this.eventId = eventId;
+        this.session = session;
     }
 
     /**
-     * Creates an instance of RealtimeSessionCreatedEvent class.
+     * Get the session property: The session configuration.
      *
-     * @param eventId the eventId value to set.
-     * @param session the {@link VoiceAgentSessionResponseConfiguration} session to set.
+     * @return the session value.
      */
-    public RealtimeSessionCreatedEvent(String eventId, VoiceAgentSessionResponseConfiguration session) {
-        // AI Tooling: union type
-        this.eventId = eventId;
-        this.session = session == null ? null : BinaryData.fromObject(session);
+    @Generated
+    public VoiceAgentSessionResponseConfiguration getSession() {
+        return this.session;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionTracingConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionTracingConfiguration.java
deleted file mode 100644
index 7ad3246ebd1b0..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionTracingConfiguration.java
+++ /dev/null
@@ -1,166 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.Map;
-
-/**
- * The RealtimeSessionTracingConfiguration model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeSessionTracingConfiguration
-    implements JsonSerializable<RealtimeSessionTracingConfiguration> {
-
-    /*
-     * The workflow_name property.
-     */
-    @Generated
-    private String workflowName;
-
-    /*
-     * The group_id property.
-     */
-    @Generated
-    private String groupId;
-
-    /*
-     * The metadata property.
-     */
-    @Generated
-    private Map<String, BinaryData> metadata;
-
-    /**
-     * Creates an instance of RealtimeSessionTracingConfiguration class.
-     */
-    @Generated
-    public RealtimeSessionTracingConfiguration() {
-    }
-
-    /**
-     * Get the workflowName property: The workflow_name property.
-     *
-     * @return the workflowName value.
-     */
-    @Generated
-    public String getWorkflowName() {
-        return this.workflowName;
-    }
-
-    /**
-     * Set the workflowName property: The workflow_name property.
-     *
-     * @param workflowName the workflowName value to set.
-     * @return the RealtimeSessionTracingConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionTracingConfiguration setWorkflowName(String workflowName) {
-        this.workflowName = workflowName;
-        return this;
-    }
-
-    /**
-     * Get the groupId property: The group_id property.
-     *
-     * @return the groupId value.
-     */
-    @Generated
-    public String getGroupId() {
-        return this.groupId;
-    }
-
-    /**
-     * Set the groupId property: The group_id property.
-     *
-     * @param groupId the groupId value to set.
-     * @return the RealtimeSessionTracingConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionTracingConfiguration setGroupId(String groupId) {
-        this.groupId = groupId;
-        return this;
-    }
-
-    /**
-     * Get the metadata property: The metadata property.
-     *
-     * @return the metadata value.
-     */
-    @Generated
-    public Map<String, BinaryData> getMetadata() {
-        return this.metadata;
-    }
-
-    /**
-     * Set the metadata property: The metadata property.
-     *
-     * @param metadata the metadata value to set.
-     * @return the RealtimeSessionTracingConfiguration object itself.
-     */
-    @Generated
-    public RealtimeSessionTracingConfiguration setMetadata(Map<String, BinaryData> metadata) {
-        this.metadata = metadata;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("workflow_name", this.workflowName);
-        jsonWriter.writeStringField("group_id", this.groupId);
-        jsonWriter.writeMapField("metadata", this.metadata, (writer, element) -> {
-            if (element == null) {
-                writer.writeNull();
-            } else {
-                element.writeTo(writer);
-            }
-        });
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeSessionTracingConfiguration from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeSessionTracingConfiguration if the JsonReader was pointing to an instance of it,
-     * or null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeSessionTracingConfiguration.
-     */
-    @Generated
-    public static RealtimeSessionTracingConfiguration fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimeSessionTracingConfiguration deserializedRealtimeSessionTracingConfiguration
-                = new RealtimeSessionTracingConfiguration();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("workflow_name".equals(fieldName)) {
-                    deserializedRealtimeSessionTracingConfiguration.workflowName = reader.getString();
-                } else if ("group_id".equals(fieldName)) {
-                    deserializedRealtimeSessionTracingConfiguration.groupId = reader.getString();
-                } else if ("metadata".equals(fieldName)) {
-                    Map<String, BinaryData> metadata = reader.readMap(reader1 -> reader1
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
-                    deserializedRealtimeSessionTracingConfiguration.metadata = metadata;
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeSessionTracingConfiguration;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionType.java
deleted file mode 100644
index d2fa53e26eb88..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionType.java
+++ /dev/null
@@ -1,59 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for RealtimeSessionType.
- */
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeSessionType extends ExpandableStringEnum<RealtimeSessionType> {
-
-    /**
-     * Static value realtime for RealtimeSessionType.
-     */
-    @Generated
-    public static final RealtimeSessionType REALTIME = fromString("realtime");
-
-    /**
-     * Static value transcription for RealtimeSessionType.
-     */
-    @Generated
-    public static final RealtimeSessionType TRANSCRIPTION = fromString("transcription");
-
-    /**
-     * Creates a new instance of RealtimeSessionType value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public RealtimeSessionType() {
-    }
-
-    /**
-     * Creates or finds a RealtimeSessionType from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding RealtimeSessionType.
-     */
-    @Generated
-    public static RealtimeSessionType fromString(String name) {
-        return fromString(name, RealtimeSessionType.class);
-    }
-
-    /**
-     * Gets known RealtimeSessionType values.
-     *
-     * @return known RealtimeSessionType values.
-     */
-    @Generated
-    public static Collection<RealtimeSessionType> values() {
-        return values(RealtimeSessionType.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionUpdateEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionUpdateEvent.java
index 50d12a860d9bf..abe19ce580e3d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionUpdateEvent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionUpdateEvent.java
@@ -3,12 +3,15 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
+import com.openai.models.realtime.SessionUpdateEvent.Session;
 import java.io.IOException;
 
 /**
@@ -50,17 +53,7 @@ public final class RealtimeSessionUpdateEvent extends RealtimeClientEvent {
      * session or a transcription session.
      */
     @Generated
-    private final RealtimeSessionConfigurationBase session;
-
-    /**
-     * Creates an instance of RealtimeSessionUpdateEvent class.
-     *
-     * @param session the session value to set.
-     */
-    @Generated
-    public RealtimeSessionUpdateEvent(RealtimeSessionConfigurationBase session) {
-        this.session = session;
-    }
+    private final Session session;
 
     /**
      * Get the type property: The type property.
@@ -106,18 +99,21 @@ public RealtimeSessionUpdateEvent setEventId(String eventId) {
      * @return the session value.
      */
     @Generated
-    public RealtimeSessionConfigurationBase getSession() {
+    public Session getSession() {
         return this.session;
     }
 
     /**
      * {@inheritDoc}
      */
-    @Generated
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        // AI Tooling: openai-java de-dup
         jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("session", this.session);
+        if (this.session != null) {
+            jsonWriter.writeFieldName("session");
+            OpenAIJsonHelper.toBinaryData(this.session).writeTo(jsonWriter);
+        }
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("event_id", this.eventId);
         return jsonWriter.writeEndObject();
@@ -132,17 +128,19 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
      * @throws IOException If an error occurs while reading the RealtimeSessionUpdateEvent.
      */
-    @Generated
     public static RealtimeSessionUpdateEvent fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: openai-java de-dup
         return jsonReader.readObject(reader -> {
-            RealtimeSessionConfigurationBase session = null;
+            Session session = null;
             RealtimeClientEventType type = RealtimeClientEventType.SESSION_UPDATE;
             String eventId = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("session".equals(fieldName)) {
-                    session = RealtimeSessionConfigurationBase.fromJson(reader);
+                    BinaryData sessionData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    session = OpenAIJsonHelper.fromBinaryData(sessionData, Session.class);
                 } else if ("type".equals(fieldName)) {
                     type = RealtimeClientEventType.fromString(reader.getString());
                 } else if ("event_id".equals(fieldName)) {
@@ -157,4 +155,14 @@ public static RealtimeSessionUpdateEvent fromJson(JsonReader jsonReader) throws
             return deserializedRealtimeSessionUpdateEvent;
         });
     }
+
+    /**
+     * Creates an instance of RealtimeSessionUpdateEvent class.
+     *
+     * @param session the session value to set.
+     */
+    @Generated
+    public RealtimeSessionUpdateEvent(Session session) {
+        this.session = session;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionUpdatedEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionUpdatedEvent.java
index a00c2b890e3fe..cc15a38a1f29c 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionUpdatedEvent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionUpdatedEvent.java
@@ -6,7 +6,6 @@
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
-import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
@@ -36,19 +35,7 @@ public final class RealtimeSessionUpdatedEvent extends RealtimeServerEvent {
      * The session configuration.
      */
     @Generated
-    private final BinaryData session;
-
-    /**
-     * Creates an instance of RealtimeSessionUpdatedEvent class.
-     *
-     * @param eventId the eventId value to set.
-     * @param session the session value to set.
-     */
-    RealtimeSessionUpdatedEvent(String eventId, BinaryData session) {
-        // AI Tooling: union type
-        this.eventId = eventId;
-        this.session = session;
-    }
+    private final VoiceAgentSessionResponseConfiguration session;
 
     /**
      * Get the type property: The type property.
@@ -71,16 +58,6 @@ public String getEventId() {
         return this.eventId;
     }
 
-    /**
-     * Get the session property: The session configuration.
-     *
-     * @return the session value.
-     */
-    BinaryData getSession() {
-        // AI Tooling: union type
-        return this.session;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -89,8 +66,7 @@ BinaryData getSession() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("event_id", this.eventId);
-        jsonWriter.writeFieldName("session");
-        this.session.writeTo(jsonWriter);
+        jsonWriter.writeJsonField("session", this.session);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
@@ -108,7 +84,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static RealtimeSessionUpdatedEvent fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String eventId = null;
-            BinaryData session = null;
+            VoiceAgentSessionResponseConfiguration session = null;
             RealtimeServerEventType type = RealtimeServerEventType.SESSION_UPDATED;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
@@ -116,7 +92,7 @@ public static RealtimeSessionUpdatedEvent fromJson(JsonReader jsonReader) throws
                 if ("event_id".equals(fieldName)) {
                     eventId = reader.getString();
                 } else if ("session".equals(fieldName)) {
-                    session = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    session = VoiceAgentSessionResponseConfiguration.fromJson(reader);
                 } else if ("type".equals(fieldName)) {
                     type = RealtimeServerEventType.fromString(reader.getString());
                 } else {
@@ -131,32 +107,24 @@ public static RealtimeSessionUpdatedEvent fromJson(JsonReader jsonReader) throws
     }
 
     /**
-     * Get the session property: The session configuration.
+     * Creates an instance of RealtimeSessionUpdatedEvent class.
      *
-     * @return the session value as a {@link VoiceAgentSessionResponseConfiguration}, or {@code null} when it is not set
-     * or holds another variant.
+     * @param eventId the eventId value to set.
+     * @param session the session value to set.
      */
-    public VoiceAgentSessionResponseConfiguration getSessionAsVoiceAgentSessionResponseConfiguration() {
-        // AI Tooling: union type
-        if (this.session == null) {
-            return null;
-        }
-        String json = this.session.toString().trim();
-        if (!(json.startsWith("{"))) {
-            return null;
-        }
-        return this.session.toObject(VoiceAgentSessionResponseConfiguration.class);
+    public RealtimeSessionUpdatedEvent(String eventId, VoiceAgentSessionResponseConfiguration session) {
+        // AI Tooling: typed session
+        this.eventId = eventId;
+        this.session = session;
     }
 
     /**
-     * Creates an instance of RealtimeSessionUpdatedEvent class.
+     * Get the session property: The session configuration.
      *
-     * @param eventId the eventId value to set.
-     * @param session the {@link VoiceAgentSessionResponseConfiguration} session to set.
+     * @return the session value.
      */
-    public RealtimeSessionUpdatedEvent(String eventId, VoiceAgentSessionResponseConfiguration session) {
-        // AI Tooling: union type
-        this.eventId = eventId;
-        this.session = session == null ? null : BinaryData.fromObject(session);
+    @Generated
+    public VoiceAgentSessionResponseConfiguration getSession() {
+        return this.session;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionAudioConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionAudioConfiguration.java
deleted file mode 100644
index 978f0c1cca1d2..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionAudioConfiguration.java
+++ /dev/null
@@ -1,95 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The RealtimeTranscriptionSessionAudioConfiguration model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeTranscriptionSessionAudioConfiguration
-    implements JsonSerializable<RealtimeTranscriptionSessionAudioConfiguration> {
-
-    /*
-     * The input property.
-     */
-    @Generated
-    private RealtimeTranscriptionSessionAudioInput input;
-
-    /**
-     * Creates an instance of RealtimeTranscriptionSessionAudioConfiguration class.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionAudioConfiguration() {
-    }
-
-    /**
-     * Get the input property: The input property.
-     *
-     * @return the input value.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionAudioInput getInput() {
-        return this.input;
-    }
-
-    /**
-     * Set the input property: The input property.
-     *
-     * @param input the input value to set.
-     * @return the RealtimeTranscriptionSessionAudioConfiguration object itself.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionAudioConfiguration setInput(RealtimeTranscriptionSessionAudioInput input) {
-        this.input = input;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("input", this.input);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeTranscriptionSessionAudioConfiguration from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeTranscriptionSessionAudioConfiguration if the JsonReader was pointing to an
-     * instance of it, or null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeTranscriptionSessionAudioConfiguration.
-     */
-    @Generated
-    public static RealtimeTranscriptionSessionAudioConfiguration fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimeTranscriptionSessionAudioConfiguration deserializedRealtimeTranscriptionSessionAudioConfiguration
-                = new RealtimeTranscriptionSessionAudioConfiguration();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("input".equals(fieldName)) {
-                    deserializedRealtimeTranscriptionSessionAudioConfiguration.input
-                        = RealtimeTranscriptionSessionAudioInput.fromJson(reader);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeTranscriptionSessionAudioConfiguration;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionAudioInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionAudioInput.java
deleted file mode 100644
index be75d4752b60e..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionAudioInput.java
+++ /dev/null
@@ -1,194 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.OpenAIJsonHelper;
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.BinaryData;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import com.openai.models.realtime.RealtimeTranscriptionSessionAudioInput.NoiseReduction;
-import java.io.IOException;
-
-/**
- * The RealtimeTranscriptionSessionAudioInput model.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeTranscriptionSessionAudioInput
-    implements JsonSerializable<RealtimeTranscriptionSessionAudioInput> {
-
-    /*
-     * The format property.
-     */
-    @Generated
-    private RealtimeAudioFormat format;
-
-    /*
-     * The transcription property.
-     */
-    @Generated
-    private AudioTranscription transcription;
-
-    // AI Tooling: openai-java de-dup
-    private NoiseReduction noiseReduction;
-
-    /*
-     * The turn_detection property.
-     */
-    @Generated
-    private RealtimeTurnDetection turnDetection;
-
-    /**
-     * Creates an instance of RealtimeTranscriptionSessionAudioInput class.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionAudioInput() {
-    }
-
-    /**
-     * Get the format property: The format property.
-     *
-     * @return the format value.
-     */
-    @Generated
-    public RealtimeAudioFormat getFormat() {
-        return this.format;
-    }
-
-    /**
-     * Set the format property: The format property.
-     *
-     * @param format the format value to set.
-     * @return the RealtimeTranscriptionSessionAudioInput object itself.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionAudioInput setFormat(RealtimeAudioFormat format) {
-        this.format = format;
-        return this;
-    }
-
-    /**
-     * Get the transcription property: The transcription property.
-     *
-     * @return the transcription value.
-     */
-    @Generated
-    public AudioTranscription getTranscription() {
-        return this.transcription;
-    }
-
-    /**
-     * Set the transcription property: The transcription property.
-     *
-     * @param transcription the transcription value to set.
-     * @return the RealtimeTranscriptionSessionAudioInput object itself.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionAudioInput setTranscription(AudioTranscription transcription) {
-        this.transcription = transcription;
-        return this;
-    }
-
-    /**
-     * Get the noiseReduction property: The noise_reduction property.
-     *
-     * @return the noiseReduction value.
-     */
-    public NoiseReduction getNoiseReduction() {
-        // AI Tooling: openai-java de-dup
-        return this.noiseReduction;
-    }
-
-    /**
-     * Get the turnDetection property: The turn_detection property.
-     *
-     * @return the turnDetection value.
-     */
-    @Generated
-    public RealtimeTurnDetection getTurnDetection() {
-        return this.turnDetection;
-    }
-
-    /**
-     * Set the turnDetection property: The turn_detection property.
-     *
-     * @param turnDetection the turnDetection value to set.
-     * @return the RealtimeTranscriptionSessionAudioInput object itself.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionAudioInput setTurnDetection(RealtimeTurnDetection turnDetection) {
-        this.turnDetection = turnDetection;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        // AI Tooling: openai-java de-dup
-        jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("format", this.format);
-        jsonWriter.writeJsonField("transcription", this.transcription);
-        if (this.noiseReduction != null) {
-            jsonWriter.writeFieldName("noise_reduction");
-            OpenAIJsonHelper.toBinaryData(this.noiseReduction).writeTo(jsonWriter);
-        }
-        jsonWriter.writeJsonField("turn_detection", this.turnDetection);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeTranscriptionSessionAudioInput from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeTranscriptionSessionAudioInput if the JsonReader was pointing to an
-     * instance of it, or null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeTranscriptionSessionAudioInput.
-     */
-    public static RealtimeTranscriptionSessionAudioInput fromJson(JsonReader jsonReader) throws IOException {
-        // AI Tooling: openai-java de-dup
-        return jsonReader.readObject(reader -> {
-            RealtimeTranscriptionSessionAudioInput deserializedRealtimeTranscriptionSessionAudioInput
-                = new RealtimeTranscriptionSessionAudioInput();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("format".equals(fieldName)) {
-                    deserializedRealtimeTranscriptionSessionAudioInput.format = RealtimeAudioFormat.fromJson(reader);
-                } else if ("transcription".equals(fieldName)) {
-                    deserializedRealtimeTranscriptionSessionAudioInput.transcription
-                        = AudioTranscription.fromJson(reader);
-                } else if ("noise_reduction".equals(fieldName)) {
-                    BinaryData noiseReductionData = reader.getNullable(r -> BinaryData.fromObject(r.readUntyped()));
-                    deserializedRealtimeTranscriptionSessionAudioInput.noiseReduction
-                        = OpenAIJsonHelper.fromBinaryData(noiseReductionData, NoiseReduction.class);
-                } else if ("turn_detection".equals(fieldName)) {
-                    deserializedRealtimeTranscriptionSessionAudioInput.turnDetection
-                        = RealtimeTurnDetection.fromJson(reader);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeTranscriptionSessionAudioInput;
-        });
-    }
-
-    /**
-     * Set the noiseReduction property: The noise_reduction property.
-     *
-     * @param noiseReduction the noiseReduction value to set.
-     * @return the RealtimeTranscriptionSessionAudioInput object itself.
-     */
-    public RealtimeTranscriptionSessionAudioInput setNoiseReduction(NoiseReduction noiseReduction) {
-        // AI Tooling: openai-java de-dup
-        this.noiseReduction = noiseReduction;
-        return this;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionConfiguration.java
deleted file mode 100644
index 6ec19a9d19af9..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTranscriptionSessionConfiguration.java
+++ /dev/null
@@ -1,152 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Fluent;
-import com.azure.core.annotation.Generated;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.util.List;
-
-/**
- * Realtime transcription session configuration
- *
- * Realtime transcription session object configuration.
- */
-@Fluent
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeTranscriptionSessionConfiguration extends RealtimeSessionConfigurationBase {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeSessionType type = RealtimeSessionType.TRANSCRIPTION;
-
-    /*
-     * Configuration for input and output audio.
-     */
-    @Generated
-    private RealtimeTranscriptionSessionAudioConfiguration audio;
-
-    /*
-     * Additional fields to include in server outputs.
-     * `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
-     */
-    @Generated
-    private List<String> include;
-
-    /**
-     * Creates an instance of RealtimeTranscriptionSessionConfiguration class.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionConfiguration() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public RealtimeSessionType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the audio property: Configuration for input and output audio.
-     *
-     * @return the audio value.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionAudioConfiguration getAudio() {
-        return this.audio;
-    }
-
-    /**
-     * Set the audio property: Configuration for input and output audio.
-     *
-     * @param audio the audio value to set.
-     * @return the RealtimeTranscriptionSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionConfiguration setAudio(RealtimeTranscriptionSessionAudioConfiguration audio) {
-        this.audio = audio;
-        return this;
-    }
-
-    /**
-     * Get the include property: Additional fields to include in server outputs.
-     * `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
-     *
-     * @return the include value.
-     */
-    @Generated
-    public List<String> getInclude() {
-        return this.include;
-    }
-
-    /**
-     * Set the include property: Additional fields to include in server outputs.
-     * `item.input_audio_transcription.logprobs`: Include logprobs for input audio transcription.
-     *
-     * @param include the include value to set.
-     * @return the RealtimeTranscriptionSessionConfiguration object itself.
-     */
-    @Generated
-    public RealtimeTranscriptionSessionConfiguration setInclude(List<String> include) {
-        this.include = include;
-        return this;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeJsonField("audio", this.audio);
-        jsonWriter.writeArrayField("include", this.include, (writer, element) -> writer.writeString(element));
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeTranscriptionSessionConfiguration from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeTranscriptionSessionConfiguration if the JsonReader was pointing to an instance of
-     * it, or null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeTranscriptionSessionConfiguration.
-     */
-    @Generated
-    public static RealtimeTranscriptionSessionConfiguration fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimeTranscriptionSessionConfiguration deserializedRealtimeTranscriptionSessionConfiguration
-                = new RealtimeTranscriptionSessionConfiguration();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimeTranscriptionSessionConfiguration.type
-                        = RealtimeSessionType.fromString(reader.getString());
-                } else if ("audio".equals(fieldName)) {
-                    deserializedRealtimeTranscriptionSessionConfiguration.audio
-                        = RealtimeTranscriptionSessionAudioConfiguration.fromJson(reader);
-                } else if ("include".equals(fieldName)) {
-                    List<String> include = reader.readArray(reader1 -> reader1.getString());
-                    deserializedRealtimeTranscriptionSessionConfiguration.include = include;
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeTranscriptionSessionConfiguration;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTurnDetection.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTurnDetection.java
deleted file mode 100644
index b10c5bcc4e9b4..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTurnDetection.java
+++ /dev/null
@@ -1,120 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Realtime Turn Detection
- *
- * Configuration for turn detection, ether Server VAD or Semantic VAD. This can be set to `null` to turn off, in which
- * case the client must manually trigger model response.
- * Server VAD means that the model will detect the start and end of speech based on audio volume and respond at the end
- * of user speech.
- * Semantic VAD is more advanced and uses a turn detection model (in conjunction with VAD) to semantically estimate
- * whether the user has finished speaking, then dynamically sets a timeout based on this probability. For example, if
- * user audio trails off with "uhhm", the model will score a low probability of turn end and wait longer for the user to
- * continue speaking. This can be useful for more natural conversations, but may have a higher latency.
- * For `gpt-realtime-whisper` transcription sessions, turn detection must be
- * set to `null`; VAD is not supported.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public class RealtimeTurnDetection implements JsonSerializable<RealtimeTurnDetection> {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private RealtimeTurnDetectionType type = RealtimeTurnDetectionType.fromString("RealtimeTurnDetection");
-
-    /**
-     * Creates an instance of RealtimeTurnDetection class.
-     */
-    @Generated
-    protected RealtimeTurnDetection() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    public RealtimeTurnDetectionType getType() {
-        return this.type;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of RealtimeTurnDetection from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeTurnDetection if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeTurnDetection.
-     */
-    @Generated
-    public static RealtimeTurnDetection fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String discriminatorValue = null;
-            try (JsonReader readerToUse = reader.bufferObject()) {
-                // Prepare for reading
-                readerToUse.nextToken();
-                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
-                    String fieldName = readerToUse.getFieldName();
-                    readerToUse.nextToken();
-                    if ("type".equals(fieldName)) {
-                        discriminatorValue = readerToUse.getString();
-                        break;
-                    } else {
-                        readerToUse.skipChildren();
-                    }
-                }
-                // Use the discriminator value to determine which subtype should be deserialized.
-                if ("server_vad".equals(discriminatorValue)) {
-                    return RealtimeServerVadTurnDetection.fromJson(readerToUse.reset());
-                } else if ("semantic_vad".equals(discriminatorValue)) {
-                    return RealtimeSemanticVadTurnDetection.fromJson(readerToUse.reset());
-                } else {
-                    return fromJsonKnownDiscriminator(readerToUse.reset());
-                }
-            }
-        });
-    }
-
-    @Generated
-    static RealtimeTurnDetection fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            RealtimeTurnDetection deserializedRealtimeTurnDetection = new RealtimeTurnDetection();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimeTurnDetection.type = RealtimeTurnDetectionType.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedRealtimeTurnDetection;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTurnDetectionType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTurnDetectionType.java
deleted file mode 100644
index ab71e4a01c410..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeTurnDetectionType.java
+++ /dev/null
@@ -1,59 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for RealtimeTurnDetectionType.
- */
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class RealtimeTurnDetectionType extends ExpandableStringEnum<RealtimeTurnDetectionType> {
-
-    /**
-     * Static value server_vad for RealtimeTurnDetectionType.
-     */
-    @Generated
-    public static final RealtimeTurnDetectionType SERVER_VAD = fromString("server_vad");
-
-    /**
-     * Static value semantic_vad for RealtimeTurnDetectionType.
-     */
-    @Generated
-    public static final RealtimeTurnDetectionType SEMANTIC_VAD = fromString("semantic_vad");
-
-    /**
-     * Creates a new instance of RealtimeTurnDetectionType value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public RealtimeTurnDetectionType() {
-    }
-
-    /**
-     * Creates or finds a RealtimeTurnDetectionType from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding RealtimeTurnDetectionType.
-     */
-    @Generated
-    public static RealtimeTurnDetectionType fromString(String name) {
-        return fromString(name, RealtimeTurnDetectionType.class);
-    }
-
-    /**
-     * Gets known RealtimeTurnDetectionType values.
-     *
-     * @return known RealtimeTurnDetectionType values.
-     */
-    @Generated
-    public static Collection<RealtimeTurnDetectionType> values() {
-        return values(RealtimeTurnDetectionType.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBinding.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBinding.java
index 272d526e3e279..d52075949e7e9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBinding.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBinding.java
@@ -4,8 +4,8 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
@@ -13,9 +13,10 @@
 import java.util.List;
 
 /**
- * A SIP binding.
+ * Inbound binding using a same-project SipInbound connection for authentication/network restrictions. Creation does not
+ * prove regional runtime readiness.
  */
-@Immutable
+@Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
 public final class SipTelephonyBinding extends TelephonyBinding {
 
@@ -26,31 +27,18 @@ public final class SipTelephonyBinding extends TelephonyBinding {
     private TelephonyProvider provider = TelephonyProvider.SIP;
 
     /*
-     * For UI display only.
+     * Optional display metadata, not a routing key or E.164-constrained destination.
      */
     @Generated
     private String phoneNumber;
 
     /*
-     * Omit or send [] to allow any caller. Entries match the entire normalized E.164 caller number.
+     * Exact E.164 caller numbers or restricted anchored patterns, validated by the service. Omit or use [] for no
+     * restriction.
      */
     @Generated
     private List<String> allowedCallingNumbers;
 
-    /**
-     * Creates an instance of SipTelephonyBinding class.
-     *
-     * @param id the id value to set.
-     * @param connectionName the connectionName value to set.
-     * @param status the status value to set.
-     * @param incomingCallUrl the incomingCallUrl value to set.
-     */
-    @Generated
-    private SipTelephonyBinding(String id, String connectionName, TelephonyBindingStatus status,
-        String incomingCallUrl) {
-        super(id, connectionName, status, incomingCallUrl);
-    }
-
     /**
      * Get the provider property: The telephony provider.
      *
@@ -63,7 +51,7 @@ public TelephonyProvider getProvider() {
     }
 
     /**
-     * Get the phoneNumber property: For UI display only.
+     * Get the phoneNumber property: Optional display metadata, not a routing key or E.164-constrained destination.
      *
      * @return the phoneNumber value.
      */
@@ -73,8 +61,8 @@ public String getPhoneNumber() {
     }
 
     /**
-     * Get the allowedCallingNumbers property: Omit or send [] to allow any caller. Entries match the entire normalized
-     * E.164 caller number.
+     * Get the allowedCallingNumbers property: Exact E.164 caller numbers or restricted anchored patterns, validated by
+     * the service. Omit or use [] for no restriction.
      *
      * @return the allowedCallingNumbers value.
      */
@@ -90,10 +78,7 @@ public List<String> getAllowedCallingNumbers() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("id", getId());
         jsonWriter.writeStringField("connection_name", getConnectionName());
-        jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().toString());
-        jsonWriter.writeStringField("incoming_call_url", getIncomingCallUrl());
         jsonWriter.writeStringField("label", getLabel());
         jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
         jsonWriter.writeStringField("phone_number", this.phoneNumber);
@@ -116,7 +101,6 @@ public static SipTelephonyBinding fromJson(JsonReader jsonReader) throws IOExcep
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
-            TelephonyBindingStatus status = null;
             String incomingCallUrl = null;
             String label = null;
             TelephonyProvider provider = TelephonyProvider.SIP;
@@ -129,8 +113,6 @@ public static SipTelephonyBinding fromJson(JsonReader jsonReader) throws IOExcep
                     id = reader.getString();
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = TelephonyBindingStatus.fromString(reader.getString());
                 } else if ("incoming_call_url".equals(fieldName)) {
                     incomingCallUrl = reader.getString();
                 } else if ("label".equals(fieldName)) {
@@ -145,8 +127,9 @@ public static SipTelephonyBinding fromJson(JsonReader jsonReader) throws IOExcep
                     reader.skipChildren();
                 }
             }
-            SipTelephonyBinding deserializedSipTelephonyBinding
-                = new SipTelephonyBinding(id, connectionName, status, incomingCallUrl);
+            SipTelephonyBinding deserializedSipTelephonyBinding = new SipTelephonyBinding(connectionName);
+            deserializedSipTelephonyBinding.setId(id);
+            deserializedSipTelephonyBinding.setIncomingCallUrl(incomingCallUrl);
             deserializedSipTelephonyBinding.setLabel(label);
             deserializedSipTelephonyBinding.provider = provider;
             deserializedSipTelephonyBinding.phoneNumber = phoneNumber;
@@ -154,4 +137,49 @@ public static SipTelephonyBinding fromJson(JsonReader jsonReader) throws IOExcep
             return deserializedSipTelephonyBinding;
         });
     }
+
+    /**
+     * Creates an instance of SipTelephonyBinding class.
+     *
+     * @param connectionName the connectionName value to set.
+     */
+    @Generated
+    public SipTelephonyBinding(String connectionName) {
+        super(connectionName);
+    }
+
+    /**
+     * Set the phoneNumber property: Optional display metadata, not a routing key or E.164-constrained destination.
+     *
+     * @param phoneNumber the phoneNumber value to set.
+     * @return the SipTelephonyBinding object itself.
+     */
+    @Generated
+    public SipTelephonyBinding setPhoneNumber(String phoneNumber) {
+        this.phoneNumber = phoneNumber;
+        return this;
+    }
+
+    /**
+     * Set the allowedCallingNumbers property: Exact E.164 caller numbers or restricted anchored patterns, validated by
+     * the service. Omit or use [] for no restriction.
+     *
+     * @param allowedCallingNumbers the allowedCallingNumbers value to set.
+     * @return the SipTelephonyBinding object itself.
+     */
+    @Generated
+    public SipTelephonyBinding setAllowedCallingNumbers(List<String> allowedCallingNumbers) {
+        this.allowedCallingNumbers = allowedCallingNumbers;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public SipTelephonyBinding setLabel(String label) {
+        super.setLabel(label);
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBindingListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBindingListItem.java
index 32c4448d73399..7b2220024ecd1 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBindingListItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyBindingListItem.java
@@ -13,7 +13,7 @@
 import java.util.List;
 
 /**
- * A SIP binding returned in a list, including its entity tag.
+ * An inbound SIP binding returned in a list, including its current entity tag.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
@@ -26,31 +26,17 @@ public final class SipTelephonyBindingListItem extends TelephonyBindingListItem
     private TelephonyProvider provider = TelephonyProvider.SIP;
 
     /*
-     * For UI display only.
+     * Optional display phone metadata, not a routing key.
      */
     @Generated
     private String phoneNumber;
 
     /*
-     * Omit or send [] to allow any caller. Entries match the entire normalized E.164 caller number.
+     * Current exact E.164 caller numbers or restricted fully anchored patterns.
      */
     @Generated
     private List<String> allowedCallingNumbers;
 
-    /**
-     * Creates an instance of SipTelephonyBindingListItem class.
-     *
-     * @param id the id value to set.
-     * @param connectionName the connectionName value to set.
-     * @param status the status value to set.
-     * @param incomingCallUrl the incomingCallUrl value to set.
-     */
-    @Generated
-    private SipTelephonyBindingListItem(String id, String connectionName, TelephonyBindingStatus status,
-        String incomingCallUrl) {
-        super(id, connectionName, status, incomingCallUrl);
-    }
-
     /**
      * Get the provider property: The telephony provider.
      *
@@ -63,7 +49,7 @@ public TelephonyProvider getProvider() {
     }
 
     /**
-     * Get the phoneNumber property: For UI display only.
+     * Get the phoneNumber property: Optional display phone metadata, not a routing key.
      *
      * @return the phoneNumber value.
      */
@@ -73,8 +59,7 @@ public String getPhoneNumber() {
     }
 
     /**
-     * Get the allowedCallingNumbers property: Omit or send [] to allow any caller. Entries match the entire normalized
-     * E.164 caller number.
+     * Get the allowedCallingNumbers property: Current exact E.164 caller numbers or restricted fully anchored patterns.
      *
      * @return the allowedCallingNumbers value.
      */
@@ -92,7 +77,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("id", getId());
         jsonWriter.writeStringField("connection_name", getConnectionName());
-        jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().toString());
         jsonWriter.writeStringField("incoming_call_url", getIncomingCallUrl());
         jsonWriter.writeStringField("label", getLabel());
         jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
@@ -116,7 +100,6 @@ public static SipTelephonyBindingListItem fromJson(JsonReader jsonReader) throws
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
-            TelephonyBindingStatus status = null;
             String incomingCallUrl = null;
             String eTag = null;
             String label = null;
@@ -130,8 +113,6 @@ public static SipTelephonyBindingListItem fromJson(JsonReader jsonReader) throws
                     id = reader.getString();
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = TelephonyBindingStatus.fromString(reader.getString());
                 } else if ("incoming_call_url".equals(fieldName)) {
                     incomingCallUrl = reader.getString();
                 } else if ("etag".equals(fieldName)) {
@@ -149,7 +130,7 @@ public static SipTelephonyBindingListItem fromJson(JsonReader jsonReader) throws
                 }
             }
             SipTelephonyBindingListItem deserializedSipTelephonyBindingListItem
-                = new SipTelephonyBindingListItem(id, connectionName, status, incomingCallUrl);
+                = new SipTelephonyBindingListItem(id, connectionName, incomingCallUrl);
             deserializedSipTelephonyBindingListItem.setETag(eTag);
             deserializedSipTelephonyBindingListItem.setLabel(label);
             deserializedSipTelephonyBindingListItem.provider = provider;
@@ -158,4 +139,16 @@ public static SipTelephonyBindingListItem fromJson(JsonReader jsonReader) throws
             return deserializedSipTelephonyBindingListItem;
         });
     }
+
+    /**
+     * Creates an instance of SipTelephonyBindingListItem class.
+     *
+     * @param id the id value to set.
+     * @param connectionName the connectionName value to set.
+     * @param incomingCallUrl the incomingCallUrl value to set.
+     */
+    @Generated
+    private SipTelephonyBindingListItem(String id, String connectionName, String incomingCallUrl) {
+        super(id, connectionName, incomingCallUrl);
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java
index 60d5c0cf49ec7..d5609c92ba973 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/StructuredInputDefinition.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.StructuredInputJsonHelper;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
 import com.azure.core.util.BinaryData;
@@ -160,8 +161,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * it was pointing to JSON null.
      * @throws IOException If an error occurs while reading the StructuredInputDefinition.
      */
-    @Generated
     public static StructuredInputDefinition fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: Preserve structured input JSON without numeric coercion.
         return jsonReader.readObject(reader -> {
             StructuredInputDefinition deserializedStructuredInputDefinition = new StructuredInputDefinition();
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -171,10 +172,10 @@ public static StructuredInputDefinition fromJson(JsonReader jsonReader) throws I
                     deserializedStructuredInputDefinition.description = reader.getString();
                 } else if ("default_value".equals(fieldName)) {
                     deserializedStructuredInputDefinition.defaultValue
-                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                        = reader.getNullable(StructuredInputJsonHelper::readJsonValue);
                 } else if ("schema".equals(fieldName)) {
-                    Map<String, BinaryData> schema = reader.readMap(reader1 -> reader1
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
+                    Map<String, BinaryData> schema
+                        = reader.readMap(reader1 -> reader1.getNullable(StructuredInputJsonHelper::readJsonValue));
                     deserializedStructuredInputDefinition.schema = schema;
                 } else if ("required".equals(fieldName)) {
                     deserializedStructuredInputDefinition.required = reader.getNullable(JsonReader::getBoolean);
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBinding.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBinding.java
index fca3c6ba5df5e..87cb8d9e84613 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBinding.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBinding.java
@@ -4,8 +4,8 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
@@ -14,7 +14,7 @@
 /**
  * A Microsoft Teams Phone extensibility binding owned by a voice agent.
  */
-@Immutable
+@Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
 public final class TeamsPhoneExtensibilityTelephonyBinding extends TelephonyBinding {
 
@@ -36,22 +36,6 @@ public final class TeamsPhoneExtensibilityTelephonyBinding extends TelephonyBind
     @Generated
     private final String resourceAccountObjectId;
 
-    /**
-     * Creates an instance of TeamsPhoneExtensibilityTelephonyBinding class.
-     *
-     * @param id the id value to set.
-     * @param connectionName the connectionName value to set.
-     * @param status the status value to set.
-     * @param incomingCallUrl the incomingCallUrl value to set.
-     * @param resourceAccountObjectId the resourceAccountObjectId value to set.
-     */
-    @Generated
-    private TeamsPhoneExtensibilityTelephonyBinding(String id, String connectionName, TelephonyBindingStatus status,
-        String incomingCallUrl, String resourceAccountObjectId) {
-        super(id, connectionName, status, incomingCallUrl);
-        this.resourceAccountObjectId = resourceAccountObjectId;
-    }
-
     /**
      * Get the provider property: The telephony provider.
      *
@@ -90,10 +74,7 @@ public String getResourceAccountObjectId() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("id", getId());
         jsonWriter.writeStringField("connection_name", getConnectionName());
-        jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().toString());
-        jsonWriter.writeStringField("incoming_call_url", getIncomingCallUrl());
         jsonWriter.writeStringField("label", getLabel());
         jsonWriter.writeStringField("resource_account_object_id", this.resourceAccountObjectId);
         jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
@@ -115,7 +96,6 @@ public static TeamsPhoneExtensibilityTelephonyBinding fromJson(JsonReader jsonRe
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
-            TelephonyBindingStatus status = null;
             String incomingCallUrl = null;
             String label = null;
             String resourceAccountObjectId = null;
@@ -128,8 +108,6 @@ public static TeamsPhoneExtensibilityTelephonyBinding fromJson(JsonReader jsonRe
                     id = reader.getString();
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = TelephonyBindingStatus.fromString(reader.getString());
                 } else if ("incoming_call_url".equals(fieldName)) {
                     incomingCallUrl = reader.getString();
                 } else if ("label".equals(fieldName)) {
@@ -145,12 +123,47 @@ public static TeamsPhoneExtensibilityTelephonyBinding fromJson(JsonReader jsonRe
                 }
             }
             TeamsPhoneExtensibilityTelephonyBinding deserializedTeamsPhoneExtensibilityTelephonyBinding
-                = new TeamsPhoneExtensibilityTelephonyBinding(id, connectionName, status, incomingCallUrl,
-                    resourceAccountObjectId);
+                = new TeamsPhoneExtensibilityTelephonyBinding(connectionName, resourceAccountObjectId);
+            deserializedTeamsPhoneExtensibilityTelephonyBinding.setId(id);
+            deserializedTeamsPhoneExtensibilityTelephonyBinding.setIncomingCallUrl(incomingCallUrl);
             deserializedTeamsPhoneExtensibilityTelephonyBinding.setLabel(label);
             deserializedTeamsPhoneExtensibilityTelephonyBinding.provider = provider;
             deserializedTeamsPhoneExtensibilityTelephonyBinding.phoneNumber = phoneNumber;
             return deserializedTeamsPhoneExtensibilityTelephonyBinding;
         });
     }
+
+    /**
+     * Creates an instance of TeamsPhoneExtensibilityTelephonyBinding class.
+     *
+     * @param connectionName the connectionName value to set.
+     * @param resourceAccountObjectId the resourceAccountObjectId value to set.
+     */
+    @Generated
+    public TeamsPhoneExtensibilityTelephonyBinding(String connectionName, String resourceAccountObjectId) {
+        super(connectionName);
+        this.resourceAccountObjectId = resourceAccountObjectId;
+    }
+
+    /**
+     * Set the phoneNumber property: The optional display phone number for the Teams resource account.
+     *
+     * @param phoneNumber the phoneNumber value to set.
+     * @return the TeamsPhoneExtensibilityTelephonyBinding object itself.
+     */
+    @Generated
+    public TeamsPhoneExtensibilityTelephonyBinding setPhoneNumber(String phoneNumber) {
+        this.phoneNumber = phoneNumber;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public TeamsPhoneExtensibilityTelephonyBinding setLabel(String label) {
+        super.setLabel(label);
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBindingListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBindingListItem.java
index 66ba70ef8b667..99d4cadb73619 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBindingListItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsPhoneExtensibilityTelephonyBindingListItem.java
@@ -36,22 +36,6 @@ public final class TeamsPhoneExtensibilityTelephonyBindingListItem extends Telep
     @Generated
     private final String resourceAccountObjectId;
 
-    /**
-     * Creates an instance of TeamsPhoneExtensibilityTelephonyBindingListItem class.
-     *
-     * @param id the id value to set.
-     * @param connectionName the connectionName value to set.
-     * @param status the status value to set.
-     * @param incomingCallUrl the incomingCallUrl value to set.
-     * @param resourceAccountObjectId the resourceAccountObjectId value to set.
-     */
-    @Generated
-    private TeamsPhoneExtensibilityTelephonyBindingListItem(String id, String connectionName,
-        TelephonyBindingStatus status, String incomingCallUrl, String resourceAccountObjectId) {
-        super(id, connectionName, status, incomingCallUrl);
-        this.resourceAccountObjectId = resourceAccountObjectId;
-    }
-
     /**
      * Get the provider property: The telephony provider.
      *
@@ -92,7 +76,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("id", getId());
         jsonWriter.writeStringField("connection_name", getConnectionName());
-        jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().toString());
         jsonWriter.writeStringField("incoming_call_url", getIncomingCallUrl());
         jsonWriter.writeStringField("label", getLabel());
         jsonWriter.writeStringField("resource_account_object_id", this.resourceAccountObjectId);
@@ -115,7 +98,6 @@ public static TeamsPhoneExtensibilityTelephonyBindingListItem fromJson(JsonReade
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
-            TelephonyBindingStatus status = null;
             String incomingCallUrl = null;
             String eTag = null;
             String label = null;
@@ -129,8 +111,6 @@ public static TeamsPhoneExtensibilityTelephonyBindingListItem fromJson(JsonReade
                     id = reader.getString();
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = TelephonyBindingStatus.fromString(reader.getString());
                 } else if ("incoming_call_url".equals(fieldName)) {
                     incomingCallUrl = reader.getString();
                 } else if ("etag".equals(fieldName)) {
@@ -148,7 +128,7 @@ public static TeamsPhoneExtensibilityTelephonyBindingListItem fromJson(JsonReade
                 }
             }
             TeamsPhoneExtensibilityTelephonyBindingListItem deserializedTeamsPhoneExtensibilityTelephonyBindingListItem
-                = new TeamsPhoneExtensibilityTelephonyBindingListItem(id, connectionName, status, incomingCallUrl,
+                = new TeamsPhoneExtensibilityTelephonyBindingListItem(id, connectionName, incomingCallUrl,
                     resourceAccountObjectId);
             deserializedTeamsPhoneExtensibilityTelephonyBindingListItem.setETag(eTag);
             deserializedTeamsPhoneExtensibilityTelephonyBindingListItem.setLabel(label);
@@ -157,4 +137,19 @@ public static TeamsPhoneExtensibilityTelephonyBindingListItem fromJson(JsonReade
             return deserializedTeamsPhoneExtensibilityTelephonyBindingListItem;
         });
     }
+
+    /**
+     * Creates an instance of TeamsPhoneExtensibilityTelephonyBindingListItem class.
+     *
+     * @param id the id value to set.
+     * @param connectionName the connectionName value to set.
+     * @param incomingCallUrl the incomingCallUrl value to set.
+     * @param resourceAccountObjectId the resourceAccountObjectId value to set.
+     */
+    @Generated
+    private TeamsPhoneExtensibilityTelephonyBindingListItem(String id, String connectionName, String incomingCallUrl,
+        String resourceAccountObjectId) {
+        super(id, connectionName, incomingCallUrl);
+        this.resourceAccountObjectId = resourceAccountObjectId;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpError.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyAddress.java
similarity index 52%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpError.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyAddress.java
index c65c8857aaac3..6050b6b566f07 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeMcpError.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyAddress.java
@@ -13,35 +13,57 @@
 import java.io.IOException;
 
 /**
- * The RealtimeMcpError model.
+ * Shared source, recipient and transfer address. Connections validate each role before dialing; unsupported types fail.
+ * New types may be added.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public class RealtimeMcpError implements JsonSerializable<RealtimeMcpError> {
+public class TelephonyAddress implements JsonSerializable<TelephonyAddress> {
 
     /*
-     * The type property.
+     * Endpoint address type.
      */
     @Generated
-    private RealtimeMcpErrorType type = RealtimeMcpErrorType.fromString("RealtimeMcpError");
+    private TelephonyAddressType type = TelephonyAddressType.fromString("TelephonyAddress");
+
+    /*
+     * Concrete address value. Known variants apply their format constraints; unknown variants are rejected before
+     * dialing.
+     */
+    @Generated
+    private final String value;
 
     /**
-     * Creates an instance of RealtimeMcpError class.
+     * Creates an instance of TelephonyAddress class.
+     *
+     * @param value the value value to set.
      */
     @Generated
-    protected RealtimeMcpError() {
+    protected TelephonyAddress(String value) {
+        this.value = value;
     }
 
     /**
-     * Get the type property: The type property.
+     * Get the type property: Endpoint address type.
      *
      * @return the type value.
      */
     @Generated
-    public RealtimeMcpErrorType getType() {
+    public TelephonyAddressType getType() {
         return this.type;
     }
 
+    /**
+     * Get the value property: Concrete address value. Known variants apply their format constraints; unknown variants
+     * are rejected before dialing.
+     *
+     * @return the value value.
+     */
+    @Generated
+    public String getValue() {
+        return this.value;
+    }
+
     /**
      * {@inheritDoc}
      */
@@ -49,20 +71,22 @@ public RealtimeMcpErrorType getType() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("value", this.value);
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
 
     /**
-     * Reads an instance of RealtimeMcpError from the JsonReader.
+     * Reads an instance of TelephonyAddress from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeMcpError if the JsonReader was pointing to an instance of it, or null if it was
+     * @return An instance of TelephonyAddress if the JsonReader was pointing to an instance of it, or null if it was
      * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeMcpError.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the TelephonyAddress.
      */
     @Generated
-    public static RealtimeMcpError fromJson(JsonReader jsonReader) throws IOException {
+    public static TelephonyAddress fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String discriminatorValue = null;
             try (JsonReader readerToUse = reader.bufferObject()) {
@@ -79,12 +103,12 @@ public static RealtimeMcpError fromJson(JsonReader jsonReader) throws IOExceptio
                     }
                 }
                 // Use the discriminator value to determine which subtype should be deserialized.
-                if ("protocol_error".equals(discriminatorValue)) {
-                    return RealtimeMcpProtocolError.fromJson(readerToUse.reset());
-                } else if ("tool_execution_error".equals(discriminatorValue)) {
-                    return RealtimeMcpToolExecutionError.fromJson(readerToUse.reset());
-                } else if ("http_error".equals(discriminatorValue)) {
-                    return RealtimeMcpHttpError.fromJson(readerToUse.reset());
+                if ("phone_number".equals(discriminatorValue)) {
+                    return TelephonyPhoneNumber.fromJson(readerToUse.reset());
+                } else if ("teams".equals(discriminatorValue)) {
+                    return TelephonyTeamsAddress.fromJson(readerToUse.reset());
+                } else if ("sip".equals(discriminatorValue)) {
+                    return TelephonySipAddress.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
@@ -93,19 +117,24 @@ public static RealtimeMcpError fromJson(JsonReader jsonReader) throws IOExceptio
     }
 
     @Generated
-    static RealtimeMcpError fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
+    static TelephonyAddress fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            RealtimeMcpError deserializedRealtimeMcpError = new RealtimeMcpError();
+            String value = null;
+            TelephonyAddressType type = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedRealtimeMcpError.type = RealtimeMcpErrorType.fromString(reader.getString());
+                if ("value".equals(fieldName)) {
+                    value = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = TelephonyAddressType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
             }
-            return deserializedRealtimeMcpError;
+            TelephonyAddress deserializedTelephonyAddress = new TelephonyAddress(value);
+            deserializedTelephonyAddress.type = type;
+            return deserializedTelephonyAddress;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyAddressType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyAddressType.java
new file mode 100644
index 0000000000000..36b76cda90c84
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyAddressType.java
@@ -0,0 +1,66 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Extensible endpoint address kinds. Address type describes the endpoint independently of the provider.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyAddressType extends ExpandableStringEnum<TelephonyAddressType> {
+
+    /**
+     * An E.164 phone number.
+     */
+    @Generated
+    public static final TelephonyAddressType PHONE_NUMBER = fromString("phone_number");
+
+    /**
+     * A Microsoft Teams identity. Source addresses require a nonempty resource-account object GUID; transfer
+     * destinations also support 28:orgid:{guid}.
+     */
+    @Generated
+    public static final TelephonyAddressType TEAMS = fromString("teams");
+
+    /**
+     * A SIP or SIPS destination for transfer.
+     */
+    @Generated
+    public static final TelephonyAddressType SIP = fromString("sip");
+
+    /**
+     * Creates a new instance of TelephonyAddressType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public TelephonyAddressType() {
+    }
+
+    /**
+     * Creates or finds a TelephonyAddressType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding TelephonyAddressType.
+     */
+    @Generated
+    public static TelephonyAddressType fromString(String name) {
+        return fromString(name, TelephonyAddressType.class);
+    }
+
+    /**
+     * Gets known TelephonyAddressType values.
+     *
+     * @return known TelephonyAddressType values.
+     */
+    @Generated
+    public static Collection<TelephonyAddressType> values() {
+        return values(TelephonyAddressType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java
index eb14d0a89a1bd..5ffa712c98253 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBinding.java
@@ -4,8 +4,8 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
@@ -15,7 +15,7 @@
 /**
  * A telephony binding owned by a voice agent.
  */
-@Immutable
+@Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
 public class TelephonyBinding implements JsonSerializable<TelephonyBinding> {
 
@@ -29,7 +29,7 @@ public class TelephonyBinding implements JsonSerializable<TelephonyBinding> {
      * The service-generated binding identifier.
      */
     @Generated
-    private final String id;
+    private String id;
 
     /*
      * The optional display label for the binding.
@@ -38,33 +38,11 @@ public class TelephonyBinding implements JsonSerializable<TelephonyBinding> {
     private String label;
 
     /*
-     * The lifecycle status.
+     * The service-generated incoming address: an HTTPS webhook for webhook-based providers or a SIP/SIPS ingress URI
+     * for SIP.
      */
     @Generated
-    private final TelephonyBindingStatus status;
-
-    /*
-     * The service-generated webhook URL to configure with the telephony provider. For SIP bindings, this is a SIP URI.
-     */
-    @Generated
-    private final String incomingCallUrl;
-
-    /**
-     * Creates an instance of TelephonyBinding class.
-     *
-     * @param id the id value to set.
-     * @param connectionName the connectionName value to set.
-     * @param status the status value to set.
-     * @param incomingCallUrl the incomingCallUrl value to set.
-     */
-    @Generated
-    protected TelephonyBinding(String id, String connectionName, TelephonyBindingStatus status,
-        String incomingCallUrl) {
-        this.id = id;
-        this.connectionName = connectionName;
-        this.status = status;
-        this.incomingCallUrl = incomingCallUrl;
-    }
+    private String incomingCallUrl;
 
     /**
      * Get the provider property: The telephony provider.
@@ -103,24 +81,14 @@ public String getLabel() {
      * @return the TelephonyBinding object itself.
      */
     @Generated
-    TelephonyBinding setLabel(String label) {
+    public TelephonyBinding setLabel(String label) {
         this.label = label;
         return this;
     }
 
     /**
-     * Get the status property: The lifecycle status.
-     *
-     * @return the status value.
-     */
-    @Generated
-    public TelephonyBindingStatus getStatus() {
-        return this.status;
-    }
-
-    /**
-     * Get the incomingCallUrl property: The service-generated webhook URL to configure with the telephony provider. For
-     * SIP bindings, this is a SIP URI.
+     * Get the incomingCallUrl property: The service-generated incoming address: an HTTPS webhook for webhook-based
+     * providers or a SIP/SIPS ingress URI for SIP.
      *
      * @return the incomingCallUrl value.
      */
@@ -136,10 +104,7 @@ public String getIncomingCallUrl() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("id", this.id);
         jsonWriter.writeStringField("connection_name", this.connectionName);
-        jsonWriter.writeStringField("status", this.status == null ? null : this.status.toString());
-        jsonWriter.writeStringField("incoming_call_url", this.incomingCallUrl);
         jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
         jsonWriter.writeStringField("label", this.label);
         return jsonWriter.writeEndObject();
@@ -190,7 +155,6 @@ static TelephonyBinding fromJsonKnownDiscriminator(JsonReader jsonReader) throws
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
-            TelephonyBindingStatus status = null;
             String incomingCallUrl = null;
             TelephonyProvider provider = null;
             String label = null;
@@ -201,8 +165,6 @@ static TelephonyBinding fromJsonKnownDiscriminator(JsonReader jsonReader) throws
                     id = reader.getString();
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = TelephonyBindingStatus.fromString(reader.getString());
                 } else if ("incoming_call_url".equals(fieldName)) {
                     incomingCallUrl = reader.getString();
                 } else if ("provider".equals(fieldName)) {
@@ -213,8 +175,9 @@ static TelephonyBinding fromJsonKnownDiscriminator(JsonReader jsonReader) throws
                     reader.skipChildren();
                 }
             }
-            TelephonyBinding deserializedTelephonyBinding
-                = new TelephonyBinding(id, connectionName, status, incomingCallUrl);
+            TelephonyBinding deserializedTelephonyBinding = new TelephonyBinding(connectionName);
+            deserializedTelephonyBinding.id = id;
+            deserializedTelephonyBinding.incomingCallUrl = incomingCallUrl;
             deserializedTelephonyBinding.provider = provider;
             deserializedTelephonyBinding.label = label;
             return deserializedTelephonyBinding;
@@ -236,4 +199,39 @@ static TelephonyBinding fromJsonKnownDiscriminator(JsonReader jsonReader) throws
     public String getConnectionName() {
         return this.connectionName;
     }
+
+    /**
+     * Creates an instance of TelephonyBinding class.
+     *
+     * @param connectionName the connectionName value to set.
+     */
+    @Generated
+    protected TelephonyBinding(String connectionName) {
+        this.connectionName = connectionName;
+    }
+
+    /**
+     * Set the id property: The service-generated binding identifier.
+     *
+     * @param id the id value to set.
+     * @return the TelephonyBinding object itself.
+     */
+    @Generated
+    TelephonyBinding setId(String id) {
+        this.id = id;
+        return this;
+    }
+
+    /**
+     * Set the incomingCallUrl property: The service-generated incoming address: an HTTPS webhook for webhook-based
+     * providers or a SIP/SIPS ingress URI for SIP.
+     *
+     * @param incomingCallUrl the incomingCallUrl value to set.
+     * @return the TelephonyBinding object itself.
+     */
+    @Generated
+    TelephonyBinding setIncomingCallUrl(String incomingCallUrl) {
+        this.incomingCallUrl = incomingCallUrl;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java
index 9b7eb075f2e95..a7c548953d4e9 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingListItem.java
@@ -38,34 +38,11 @@ public class TelephonyBindingListItem implements JsonSerializable<TelephonyBindi
     private String label;
 
     /*
-     * The lifecycle status.
-     */
-    @Generated
-    private final TelephonyBindingStatus status;
-
-    /*
-     * The service-generated webhook URL to configure with the telephony provider. For SIP bindings, this is a SIP URI.
+     * The service-generated HTTPS webhook or SIP/SIPS ingress URI to configure with the telephony provider.
      */
     @Generated
     private final String incomingCallUrl;
 
-    /**
-     * Creates an instance of TelephonyBindingListItem class.
-     *
-     * @param id the id value to set.
-     * @param connectionName the connectionName value to set.
-     * @param status the status value to set.
-     * @param incomingCallUrl the incomingCallUrl value to set.
-     */
-    @Generated
-    protected TelephonyBindingListItem(String id, String connectionName, TelephonyBindingStatus status,
-        String incomingCallUrl) {
-        this.id = id;
-        this.connectionName = connectionName;
-        this.status = status;
-        this.incomingCallUrl = incomingCallUrl;
-    }
-
     /**
      * Get the provider property: The telephony provider.
      *
@@ -109,18 +86,8 @@ TelephonyBindingListItem setLabel(String label) {
     }
 
     /**
-     * Get the status property: The lifecycle status.
-     *
-     * @return the status value.
-     */
-    @Generated
-    public TelephonyBindingStatus getStatus() {
-        return this.status;
-    }
-
-    /**
-     * Get the incomingCallUrl property: The service-generated webhook URL to configure with the telephony provider. For
-     * SIP bindings, this is a SIP URI.
+     * Get the incomingCallUrl property: The service-generated HTTPS webhook or SIP/SIPS ingress URI to configure with
+     * the telephony provider.
      *
      * @return the incomingCallUrl value.
      */
@@ -138,7 +105,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("id", this.id);
         jsonWriter.writeStringField("connection_name", this.connectionName);
-        jsonWriter.writeStringField("status", this.status == null ? null : this.status.toString());
         jsonWriter.writeStringField("incoming_call_url", this.incomingCallUrl);
         jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
         jsonWriter.writeStringField("label", this.label);
@@ -190,7 +156,6 @@ static TelephonyBindingListItem fromJsonKnownDiscriminator(JsonReader jsonReader
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
-            TelephonyBindingStatus status = null;
             String incomingCallUrl = null;
             String eTag = null;
             TelephonyProvider provider = null;
@@ -202,8 +167,6 @@ static TelephonyBindingListItem fromJsonKnownDiscriminator(JsonReader jsonReader
                     id = reader.getString();
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = TelephonyBindingStatus.fromString(reader.getString());
                 } else if ("incoming_call_url".equals(fieldName)) {
                     incomingCallUrl = reader.getString();
                 } else if ("etag".equals(fieldName)) {
@@ -217,7 +180,7 @@ static TelephonyBindingListItem fromJsonKnownDiscriminator(JsonReader jsonReader
                 }
             }
             TelephonyBindingListItem deserializedTelephonyBindingListItem
-                = new TelephonyBindingListItem(id, connectionName, status, incomingCallUrl);
+                = new TelephonyBindingListItem(id, connectionName, incomingCallUrl);
             deserializedTelephonyBindingListItem.eTag = eTag;
             deserializedTelephonyBindingListItem.provider = provider;
             deserializedTelephonyBindingListItem.label = label;
@@ -268,4 +231,18 @@ TelephonyBindingListItem setETag(String eTag) {
         this.eTag = eTag;
         return this;
     }
+
+    /**
+     * Creates an instance of TelephonyBindingListItem class.
+     *
+     * @param id the id value to set.
+     * @param connectionName the connectionName value to set.
+     * @param incomingCallUrl the incomingCallUrl value to set.
+     */
+    @Generated
+    protected TelephonyBindingListItem(String id, String connectionName, String incomingCallUrl) {
+        this.id = id;
+        this.connectionName = connectionName;
+        this.incomingCallUrl = incomingCallUrl;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingStatus.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingStatus.java
deleted file mode 100644
index 9b6f9587957c2..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyBindingStatus.java
+++ /dev/null
@@ -1,59 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * The lifecycle status of a telephony binding.
- */
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TelephonyBindingStatus extends ExpandableStringEnum<TelephonyBindingStatus> {
-
-    /**
-     * The binding accepts new inbound calls.
-     */
-    @Generated
-    public static final TelephonyBindingStatus ACTIVE = fromString("active");
-
-    /**
-     * The binding remains configured but rejects new inbound calls.
-     */
-    @Generated
-    public static final TelephonyBindingStatus SUSPENDED = fromString("suspended");
-
-    /**
-     * Creates a new instance of TelephonyBindingStatus value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public TelephonyBindingStatus() {
-    }
-
-    /**
-     * Creates or finds a TelephonyBindingStatus from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding TelephonyBindingStatus.
-     */
-    @Generated
-    public static TelephonyBindingStatus fromString(String name) {
-        return fromString(name, TelephonyBindingStatus.class);
-    }
-
-    /**
-     * Gets known TelephonyBindingStatus values.
-     *
-     * @return known TelephonyBindingStatus values.
-     */
-    @Generated
-    public static Collection<TelephonyBindingStatus> values() {
-        return values(TelephonyBindingStatus.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java
index cb0fd62532f39..8f688690d0f4d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJob.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.StructuredInputJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
@@ -28,7 +29,7 @@ public final class TelephonyCallJob implements JsonSerializable<TelephonyCallJob
      * The phone destination to call.
      */
     @Generated
-    private final TelephonyOutboundDestination destination;
+    private final TelephonyAddress destination;
 
     /*
      * An optional customer-declared purpose for placing the call.
@@ -37,9 +38,7 @@ public final class TelephonyCallJob implements JsonSerializable<TelephonyCallJob
     private String purpose;
 
     /*
-     * Structured input values available to the agent and greeting for this call. Agent-declared inputs are validated
-     * against their schemas; omitted optional inputs may use their Agent-defined default values, while omitted required
-     * inputs are rejected. Additional inputs remain available as dynamic template variables.
+     * Agent/greeting inputs, including nested JSON and null. Agent schemas, required fields and defaults apply.
      */
     @Generated
     private Map<String, BinaryData> structuredInputs;
@@ -54,19 +53,19 @@ public final class TelephonyCallJob implements JsonSerializable<TelephonyCallJob
      * The service-generated call-job identifier.
      */
     @Generated
-    private final String id;
+    private String id;
 
     /*
      * The name of the voice agent used at execution time.
      */
     @Generated
-    private final String agentName;
+    private String agentName;
 
     /*
      * The current call-job lifecycle status.
      */
     @Generated
-    private final TelephonyCallJobStatus status;
+    private TelephonyCallJobStatus status;
 
     /*
      * The recorded cancellation request, when cancellation was requested.
@@ -75,7 +74,8 @@ public final class TelephonyCallJob implements JsonSerializable<TelephonyCallJob
     private TelephonyCallJobCancellation cancellation;
 
     /*
-     * The frozen provider-attempt retry policy.
+     * Frozen retry policy. Omission at creation returns fixed_interval with max_attempts=1 and interval=0 seconds: one
+     * initial attempt, no retry.
      */
     @Generated
     private final TelephonyOutboundRetryPolicy retryPolicy;
@@ -84,7 +84,7 @@ public final class TelephonyCallJob implements JsonSerializable<TelephonyCallJob
      * The number of provider attempts created so far.
      */
     @Generated
-    private final int attemptCount;
+    private int attemptCount;
 
     /*
      * The Unix timestamp in seconds at which the next retry becomes eligible.
@@ -104,19 +104,19 @@ public final class TelephonyCallJob implements JsonSerializable<TelephonyCallJob
      * The monotonically increasing optimistic-concurrency revision.
      */
     @Generated
-    private final long revision;
+    private long revision;
 
     /*
      * The Unix timestamp in seconds when the call job was created.
      */
     @Generated
-    private final long createdAt;
+    private long createdAt;
 
     /*
      * The Unix timestamp in seconds when the call job was last updated.
      */
     @Generated
-    private final long updatedAt;
+    private long updatedAt;
 
     /**
      * Get the destination property: The phone destination to call.
@@ -124,7 +124,7 @@ public final class TelephonyCallJob implements JsonSerializable<TelephonyCallJob
      * @return the destination value.
      */
     @Generated
-    public TelephonyOutboundDestination getDestination() {
+    public TelephonyAddress getDestination() {
         return this.destination;
     }
 
@@ -139,10 +139,8 @@ public String getPurpose() {
     }
 
     /**
-     * Get the structuredInputs property: Structured input values available to the agent and greeting for this call.
-     * Agent-declared inputs are validated against their schemas; omitted optional inputs may use their Agent-defined
-     * default values, while omitted required inputs are rejected. Additional inputs remain available as dynamic
-     * template variables.
+     * Get the structuredInputs property: Agent/greeting inputs, including nested JSON and null. Agent schemas, required
+     * fields and defaults apply.
      *
      * @return the structuredInputs value.
      */
@@ -202,7 +200,8 @@ public TelephonyCallJobCancellation getCancellation() {
     }
 
     /**
-     * Get the retryPolicy property: The frozen provider-attempt retry policy.
+     * Get the retryPolicy property: Frozen retry policy. Omission at creation returns fixed_interval with
+     * max_attempts=1 and interval=0 seconds: one initial attempt, no retry.
      *
      * @return the retryPolicy value.
      */
@@ -285,16 +284,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("destination", this.destination);
         jsonWriter.writeStringField("connection_name", this.connectionName);
-        jsonWriter.writeStringField("source", this.source);
-        jsonWriter.writeStringField("id", this.id);
-        jsonWriter.writeStringField("object", this.objectType);
-        jsonWriter.writeStringField("agent_name", this.agentName);
-        jsonWriter.writeStringField("status", this.status == null ? null : this.status.toString());
         jsonWriter.writeJsonField("retry_policy", this.retryPolicy);
-        jsonWriter.writeIntField("attempt_count", this.attemptCount);
-        jsonWriter.writeLongField("revision", this.revision);
-        jsonWriter.writeLongField("created_at", this.createdAt);
-        jsonWriter.writeLongField("updated_at", this.updatedAt);
+        jsonWriter.writeJsonField("source", this.source);
         jsonWriter.writeStringField("purpose", this.purpose);
         jsonWriter.writeMapField("structured_inputs", this.structuredInputs, (writer, element) -> {
             if (element == null) {
@@ -304,10 +295,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             }
         });
         jsonWriter.writeJsonField("schedule", this.schedule);
-        jsonWriter.writeJsonField("cancellation", this.cancellation);
-        jsonWriter.writeNumberField("next_attempt_at", this.nextAttemptAt);
-        jsonWriter.writeStringField("terminal_reason",
-            this.terminalReason == null ? null : this.terminalReason.toString());
         return jsonWriter.writeEndObject();
     }
 
@@ -320,35 +307,34 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
      * @throws IOException If an error occurs while reading the TelephonyCallJob.
      */
-    @Generated
     public static TelephonyCallJob fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: Preserve structured input JSON without numeric coercion.
         return jsonReader.readObject(reader -> {
-            TelephonyOutboundDestination destination = null;
+            TelephonyAddress destination = null;
             String connectionName = null;
-            String source = null;
             String id = null;
             String agentName = null;
             TelephonyCallJobStatus status = null;
             TelephonyOutboundRetryPolicy retryPolicy = null;
             int attemptCount = 0;
             long revision = 0L;
-            OffsetDateTime createdAt = null;
-            OffsetDateTime updatedAt = null;
+            long createdAt = 0L;
+            long updatedAt = 0L;
+            TelephonyAddress source = null;
             String purpose = null;
             Map<String, BinaryData> structuredInputs = null;
             TelephonyCallJobSchedule schedule = null;
             TelephonyCallJobCancellation cancellation = null;
             Long nextAttemptAt = null;
             TelephonyCallJobTerminalReason terminalReason = null;
+            String campaignName = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("destination".equals(fieldName)) {
-                    destination = TelephonyOutboundDestination.fromJson(reader);
+                    destination = TelephonyAddress.fromJson(reader);
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
-                } else if ("source".equals(fieldName)) {
-                    source = reader.getString();
                 } else if ("id".equals(fieldName)) {
                     id = reader.getString();
                 } else if ("agent_name".equals(fieldName)) {
@@ -362,14 +348,16 @@ public static TelephonyCallJob fromJson(JsonReader jsonReader) throws IOExceptio
                 } else if ("revision".equals(fieldName)) {
                     revision = reader.getLong();
                 } else if ("created_at".equals(fieldName)) {
-                    createdAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
+                    createdAt = reader.getLong();
                 } else if ("updated_at".equals(fieldName)) {
-                    updatedAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
+                    updatedAt = reader.getLong();
+                } else if ("source".equals(fieldName)) {
+                    source = TelephonyAddress.fromJson(reader);
                 } else if ("purpose".equals(fieldName)) {
                     purpose = reader.getString();
                 } else if ("structured_inputs".equals(fieldName)) {
-                    structuredInputs = reader.readMap(reader1 -> reader1
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
+                    structuredInputs
+                        = reader.readMap(reader1 -> reader1.getNullable(StructuredInputJsonHelper::readJsonValue));
                 } else if ("schedule".equals(fieldName)) {
                     schedule = TelephonyCallJobSchedule.fromJson(reader);
                 } else if ("cancellation".equals(fieldName)) {
@@ -378,42 +366,50 @@ public static TelephonyCallJob fromJson(JsonReader jsonReader) throws IOExceptio
                     nextAttemptAt = reader.getNullable(JsonReader::getLong);
                 } else if ("terminal_reason".equals(fieldName)) {
                     terminalReason = TelephonyCallJobTerminalReason.fromString(reader.getString());
+                } else if ("campaign_name".equals(fieldName)) {
+                    campaignName = reader.getString();
                 } else {
                     reader.skipChildren();
                 }
             }
-            TelephonyCallJob deserializedTelephonyCallJob = new TelephonyCallJob(destination, connectionName, source,
-                id, agentName, status, retryPolicy, attemptCount, revision, createdAt, updatedAt);
+            TelephonyCallJob deserializedTelephonyCallJob
+                = new TelephonyCallJob(destination, connectionName, retryPolicy, source);
+            deserializedTelephonyCallJob.id = id;
+            deserializedTelephonyCallJob.agentName = agentName;
+            deserializedTelephonyCallJob.status = status;
+            deserializedTelephonyCallJob.attemptCount = attemptCount;
+            deserializedTelephonyCallJob.revision = revision;
+            deserializedTelephonyCallJob.createdAt = createdAt;
+            deserializedTelephonyCallJob.updatedAt = updatedAt;
             deserializedTelephonyCallJob.purpose = purpose;
             deserializedTelephonyCallJob.structuredInputs = structuredInputs;
             deserializedTelephonyCallJob.schedule = schedule;
             deserializedTelephonyCallJob.cancellation = cancellation;
             deserializedTelephonyCallJob.nextAttemptAt = nextAttemptAt;
             deserializedTelephonyCallJob.terminalReason = terminalReason;
+            deserializedTelephonyCallJob.campaignName = campaignName;
             return deserializedTelephonyCallJob;
         });
     }
 
     /*
-     * The Foundry connection name in the current project used to originate the call. Its category selects Twilio, Azure
-     * Communication Services / Teams Phone extensibility, or SIP. No inbound telephony binding is required.
+     * Same-project Twilio, ACS/Teams Phone extensibility or SipOutbound connection; no inbound binding needed. SIP
+     * requires CustomKeys and a DNS target, revalidated before dialing, not a connectivity guarantee.
      */
     @Generated
     private final String connectionName;
 
     /*
-     * The caller identity used to originate the call. For a Twilio connection, provide an authorized E.164 phone
-     * number. For an Azure Communication Services / Teams Phone extensibility connection, provide the Teams Resource
-     * Account object ID. The identity type is inferred from the connection category; originating does not change
-     * inbound routing.
+     * Caller identity: phone_number for Twilio/SIP, or a teams resource-account GUID for ACS/Teams Phone extensibility.
+     * No sip source URI.
      */
     @Generated
-    private final String source;
+    private final TelephonyAddress source;
 
     /**
-     * Get the connectionName property: The Foundry connection name in the current project used to originate the call.
-     * Its category selects Twilio, Azure Communication Services / Teams Phone extensibility, or SIP. No inbound
-     * telephony binding is required.
+     * Get the connectionName property: Same-project Twilio, ACS/Teams Phone extensibility or SipOutbound connection; no
+     * inbound binding needed. SIP requires CustomKeys and a DNS target, revalidated before dialing, not a connectivity
+     * guarantee.
      *
      * @return the connectionName value.
      */
@@ -423,71 +419,48 @@ public String getConnectionName() {
     }
 
     /**
-     * Get the source property: The caller identity used to originate the call. For a Twilio connection, provide an
-     * authorized E.164 phone number. For an Azure Communication Services / Teams Phone extensibility connection,
-     * provide the Teams Resource Account object ID. The identity type is inferred from the connection category;
-     * originating does not change inbound routing.
+     * Get the source property: Caller identity: phone_number for Twilio/SIP, or a teams resource-account GUID for
+     * ACS/Teams Phone extensibility. No sip source URI.
      *
      * @return the source value.
      */
     @Generated
-    public String getSource() {
+    public TelephonyAddress getSource() {
         return this.source;
     }
 
+    /*
+     * Owning Campaign, absent for direct calls. Instance-bound despite name reuse; Campaign deletion hides then removes
+     * its jobs.
+     */
+    @Generated
+    private String campaignName;
+
     /**
      * Creates an instance of TelephonyCallJob class.
      *
      * @param destination the destination value to set.
      * @param connectionName the connectionName value to set.
-     * @param source the source value to set.
-     * @param id the id value to set.
-     * @param agentName the agentName value to set.
-     * @param status the status value to set.
      * @param retryPolicy the retryPolicy value to set.
-     * @param attemptCount the attemptCount value to set.
-     * @param revision the revision value to set.
-     * @param createdAt the createdAt value to set.
-     * @param updatedAt the updatedAt value to set.
+     * @param source the source value to set.
      */
     @Generated
-    private TelephonyCallJob(TelephonyOutboundDestination destination, String connectionName, String source, String id,
-        String agentName, TelephonyCallJobStatus status, TelephonyOutboundRetryPolicy retryPolicy, int attemptCount,
-        long revision, OffsetDateTime createdAt, OffsetDateTime updatedAt) {
+    private TelephonyCallJob(TelephonyAddress destination, String connectionName,
+        TelephonyOutboundRetryPolicy retryPolicy, TelephonyAddress source) {
         this.destination = destination;
         this.connectionName = connectionName;
-        this.source = source;
-        this.id = id;
-        this.agentName = agentName;
-        this.status = status;
         this.retryPolicy = retryPolicy;
-        this.attemptCount = attemptCount;
-        this.revision = revision;
-        if (createdAt == null) {
-            this.createdAt = 0L;
-        } else {
-            this.createdAt = createdAt.toEpochSecond();
-        }
-        if (updatedAt == null) {
-            this.updatedAt = 0L;
-        } else {
-            this.updatedAt = updatedAt.toEpochSecond();
-        }
+        this.source = source;
     }
 
-    /*
-     * The object type. Always `telephony.call_job`.
-     */
-    @Generated
-    private final String objectType = "telephony.call_job";
-
     /**
-     * Get the objectType property: The object type. Always `telephony.call_job`.
+     * Get the campaignName property: Owning Campaign, absent for direct calls. Instance-bound despite name reuse;
+     * Campaign deletion hides then removes its jobs.
      *
-     * @return the objectType value.
+     * @return the campaignName value.
      */
     @Generated
-    public String getObjectType() {
-        return this.objectType;
+    public String getCampaignName() {
+        return this.campaignName;
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJobCreate.java
similarity index 53%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJobCreate.java
index eedb54512f582..5e50ef6d9608a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/CreateTelephonyCallJobInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCallJobCreate.java
@@ -3,6 +3,7 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.StructuredInputJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
@@ -15,34 +16,25 @@
 import java.util.Map;
 
 /**
- * A request to create one durable direct outbound call job.
+ * The direct outbound call to create.
  */
 @Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class CreateTelephonyCallJobInput implements JsonSerializable<CreateTelephonyCallJobInput> {
+public final class TelephonyCallJobCreate implements JsonSerializable<TelephonyCallJobCreate> {
 
     /*
      * The phone destination to call.
      */
     @Generated
-    private final TelephonyOutboundDestination destination;
+    private final TelephonyAddress destination;
 
     /*
-     * The Foundry connection name in the current project used to originate the call. Its category selects Twilio, Azure
-     * Communication Services / Teams Phone extensibility, or SIP. No inbound telephony binding is required.
+     * Same-project Twilio, ACS/Teams Phone extensibility or SipOutbound connection; no inbound binding needed. SIP
+     * requires CustomKeys and a DNS target, revalidated before dialing, not a connectivity guarantee.
      */
     @Generated
     private final String connectionName;
 
-    /*
-     * The caller identity used to originate the call. For a Twilio connection, provide an authorized E.164 phone
-     * number. For an Azure Communication Services / Teams Phone extensibility connection, provide the Teams Resource
-     * Account object ID. The identity type is inferred from the connection category; originating does not change
-     * inbound routing.
-     */
-    @Generated
-    private final String source;
-
     /*
      * An optional customer-declared purpose for placing the call.
      */
@@ -50,9 +42,7 @@ public final class CreateTelephonyCallJobInput implements JsonSerializable<Creat
     private String purpose;
 
     /*
-     * Structured input values available to the agent and greeting for this call. Agent-declared inputs are validated
-     * against their schemas; omitted optional inputs may use their Agent-defined default values, while omitted required
-     * inputs are rejected. Additional inputs remain available as dynamic template variables.
+     * Agent/greeting inputs, including nested JSON and null. Agent schemas, required fields and defaults apply.
      */
     @Generated
     private Map<String, BinaryData> structuredInputs;
@@ -64,20 +54,28 @@ public final class CreateTelephonyCallJobInput implements JsonSerializable<Creat
     private TelephonyCallJobSchedule schedule;
 
     /*
-     * The provider-attempt retry policy. Omit it for one attempt with no retry delay.
+     * Frozen retry policy. Omission at creation returns fixed_interval with max_attempts=1 and interval=0 seconds: one
+     * initial attempt, no retry.
      */
     @Generated
     private TelephonyOutboundRetryPolicy retryPolicy;
 
+    /*
+     * Caller identity: phone_number for Twilio/SIP, or a teams resource-account GUID for ACS/Teams Phone extensibility.
+     * No sip source URI.
+     */
+    @Generated
+    private final TelephonyAddress source;
+
     /**
-     * Creates an instance of CreateTelephonyCallJobInput class.
+     * Creates an instance of TelephonyCallJobCreate class.
      *
      * @param destination the destination value to set.
      * @param connectionName the connectionName value to set.
      * @param source the source value to set.
      */
     @Generated
-    public CreateTelephonyCallJobInput(TelephonyOutboundDestination destination, String connectionName, String source) {
+    public TelephonyCallJobCreate(TelephonyAddress destination, String connectionName, TelephonyAddress source) {
         this.destination = destination;
         this.connectionName = connectionName;
         this.source = source;
@@ -89,14 +87,14 @@ public CreateTelephonyCallJobInput(TelephonyOutboundDestination destination, Str
      * @return the destination value.
      */
     @Generated
-    public TelephonyOutboundDestination getDestination() {
+    public TelephonyAddress getDestination() {
         return this.destination;
     }
 
     /**
-     * Get the connectionName property: The Foundry connection name in the current project used to originate the call.
-     * Its category selects Twilio, Azure Communication Services / Teams Phone extensibility, or SIP. No inbound
-     * telephony binding is required.
+     * Get the connectionName property: Same-project Twilio, ACS/Teams Phone extensibility or SipOutbound connection; no
+     * inbound binding needed. SIP requires CustomKeys and a DNS target, revalidated before dialing, not a connectivity
+     * guarantee.
      *
      * @return the connectionName value.
      */
@@ -105,19 +103,6 @@ public String getConnectionName() {
         return this.connectionName;
     }
 
-    /**
-     * Get the source property: The caller identity used to originate the call. For a Twilio connection, provide an
-     * authorized E.164 phone number. For an Azure Communication Services / Teams Phone extensibility connection,
-     * provide the Teams Resource Account object ID. The identity type is inferred from the connection category;
-     * originating does not change inbound routing.
-     *
-     * @return the source value.
-     */
-    @Generated
-    public String getSource() {
-        return this.source;
-    }
-
     /**
      * Get the purpose property: An optional customer-declared purpose for placing the call.
      *
@@ -132,19 +117,17 @@ public String getPurpose() {
      * Set the purpose property: An optional customer-declared purpose for placing the call.
      *
      * @param purpose the purpose value to set.
-     * @return the CreateTelephonyCallJobInput object itself.
+     * @return the TelephonyCallJobCreate object itself.
      */
     @Generated
-    public CreateTelephonyCallJobInput setPurpose(String purpose) {
+    public TelephonyCallJobCreate setPurpose(String purpose) {
         this.purpose = purpose;
         return this;
     }
 
     /**
-     * Get the structuredInputs property: Structured input values available to the agent and greeting for this call.
-     * Agent-declared inputs are validated against their schemas; omitted optional inputs may use their Agent-defined
-     * default values, while omitted required inputs are rejected. Additional inputs remain available as dynamic
-     * template variables.
+     * Get the structuredInputs property: Agent/greeting inputs, including nested JSON and null. Agent schemas, required
+     * fields and defaults apply.
      *
      * @return the structuredInputs value.
      */
@@ -154,16 +137,14 @@ public Map<String, BinaryData> getStructuredInputs() {
     }
 
     /**
-     * Set the structuredInputs property: Structured input values available to the agent and greeting for this call.
-     * Agent-declared inputs are validated against their schemas; omitted optional inputs may use their Agent-defined
-     * default values, while omitted required inputs are rejected. Additional inputs remain available as dynamic
-     * template variables.
+     * Set the structuredInputs property: Agent/greeting inputs, including nested JSON and null. Agent schemas, required
+     * fields and defaults apply.
      *
      * @param structuredInputs the structuredInputs value to set.
-     * @return the CreateTelephonyCallJobInput object itself.
+     * @return the TelephonyCallJobCreate object itself.
      */
     @Generated
-    public CreateTelephonyCallJobInput setStructuredInputs(Map<String, BinaryData> structuredInputs) {
+    public TelephonyCallJobCreate setStructuredInputs(Map<String, BinaryData> structuredInputs) {
         this.structuredInputs = structuredInputs;
         return this;
     }
@@ -182,16 +163,17 @@ public TelephonyCallJobSchedule getSchedule() {
      * Set the schedule property: The optional execution window.
      *
      * @param schedule the schedule value to set.
-     * @return the CreateTelephonyCallJobInput object itself.
+     * @return the TelephonyCallJobCreate object itself.
      */
     @Generated
-    public CreateTelephonyCallJobInput setSchedule(TelephonyCallJobSchedule schedule) {
+    public TelephonyCallJobCreate setSchedule(TelephonyCallJobSchedule schedule) {
         this.schedule = schedule;
         return this;
     }
 
     /**
-     * Get the retryPolicy property: The provider-attempt retry policy. Omit it for one attempt with no retry delay.
+     * Get the retryPolicy property: Frozen retry policy. Omission at creation returns fixed_interval with
+     * max_attempts=1 and interval=0 seconds: one initial attempt, no retry.
      *
      * @return the retryPolicy value.
      */
@@ -201,17 +183,29 @@ public TelephonyOutboundRetryPolicy getRetryPolicy() {
     }
 
     /**
-     * Set the retryPolicy property: The provider-attempt retry policy. Omit it for one attempt with no retry delay.
+     * Set the retryPolicy property: Frozen retry policy. Omission at creation returns fixed_interval with
+     * max_attempts=1 and interval=0 seconds: one initial attempt, no retry.
      *
      * @param retryPolicy the retryPolicy value to set.
-     * @return the CreateTelephonyCallJobInput object itself.
+     * @return the TelephonyCallJobCreate object itself.
      */
     @Generated
-    public CreateTelephonyCallJobInput setRetryPolicy(TelephonyOutboundRetryPolicy retryPolicy) {
+    public TelephonyCallJobCreate setRetryPolicy(TelephonyOutboundRetryPolicy retryPolicy) {
         this.retryPolicy = retryPolicy;
         return this;
     }
 
+    /**
+     * Get the source property: Caller identity: phone_number for Twilio/SIP, or a teams resource-account GUID for
+     * ACS/Teams Phone extensibility. No sip source URI.
+     *
+     * @return the source value.
+     */
+    @Generated
+    public TelephonyAddress getSource() {
+        return this.source;
+    }
+
     /**
      * {@inheritDoc}
      */
@@ -221,7 +215,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeJsonField("destination", this.destination);
         jsonWriter.writeStringField("connection_name", this.connectionName);
-        jsonWriter.writeStringField("source", this.source);
+        jsonWriter.writeJsonField("source", this.source);
         jsonWriter.writeStringField("purpose", this.purpose);
         jsonWriter.writeMapField("structured_inputs", this.structuredInputs, (writer, element) -> {
             if (element == null) {
@@ -236,20 +230,20 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of CreateTelephonyCallJobInput from the JsonReader.
+     * Reads an instance of TelephonyCallJobCreate from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of CreateTelephonyCallJobInput if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
+     * @return An instance of TelephonyCallJobCreate if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the CreateTelephonyCallJobInput.
+     * @throws IOException If an error occurs while reading the TelephonyCallJobCreate.
      */
-    @Generated
-    public static CreateTelephonyCallJobInput fromJson(JsonReader jsonReader) throws IOException {
+    public static TelephonyCallJobCreate fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: Preserve structured input JSON without numeric coercion.
         return jsonReader.readObject(reader -> {
-            TelephonyOutboundDestination destination = null;
+            TelephonyAddress destination = null;
             String connectionName = null;
-            String source = null;
+            TelephonyAddress source = null;
             String purpose = null;
             Map<String, BinaryData> structuredInputs = null;
             TelephonyCallJobSchedule schedule = null;
@@ -258,16 +252,16 @@ public static CreateTelephonyCallJobInput fromJson(JsonReader jsonReader) throws
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("destination".equals(fieldName)) {
-                    destination = TelephonyOutboundDestination.fromJson(reader);
+                    destination = TelephonyAddress.fromJson(reader);
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
                 } else if ("source".equals(fieldName)) {
-                    source = reader.getString();
+                    source = TelephonyAddress.fromJson(reader);
                 } else if ("purpose".equals(fieldName)) {
                     purpose = reader.getString();
                 } else if ("structured_inputs".equals(fieldName)) {
-                    structuredInputs = reader.readMap(reader1 -> reader1
-                        .getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped())));
+                    structuredInputs
+                        = reader.readMap(reader1 -> reader1.getNullable(StructuredInputJsonHelper::readJsonValue));
                 } else if ("schedule".equals(fieldName)) {
                     schedule = TelephonyCallJobSchedule.fromJson(reader);
                 } else if ("retry_policy".equals(fieldName)) {
@@ -276,13 +270,13 @@ public static CreateTelephonyCallJobInput fromJson(JsonReader jsonReader) throws
                     reader.skipChildren();
                 }
             }
-            CreateTelephonyCallJobInput deserializedCreateTelephonyCallJobInput
-                = new CreateTelephonyCallJobInput(destination, connectionName, source);
-            deserializedCreateTelephonyCallJobInput.purpose = purpose;
-            deserializedCreateTelephonyCallJobInput.structuredInputs = structuredInputs;
-            deserializedCreateTelephonyCallJobInput.schedule = schedule;
-            deserializedCreateTelephonyCallJobInput.retryPolicy = retryPolicy;
-            return deserializedCreateTelephonyCallJobInput;
+            TelephonyCallJobCreate deserializedTelephonyCallJobCreate
+                = new TelephonyCallJobCreate(destination, connectionName, source);
+            deserializedTelephonyCallJobCreate.purpose = purpose;
+            deserializedTelephonyCallJobCreate.structuredInputs = structuredInputs;
+            deserializedTelephonyCallJobCreate.schedule = schedule;
+            deserializedTelephonyCallJobCreate.retryPolicy = retryPolicy;
+            return deserializedTelephonyCallJobCreate;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaign.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaign.java
new file mode 100644
index 0000000000000..6a4cff930d34d
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaign.java
@@ -0,0 +1,469 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+import java.util.List;
+
+/**
+ * Agent-owned outbound call Campaign. Creation/replacement authorizes execution after successful preparation.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaign implements JsonSerializable<TelephonyCampaign> {
+
+    /*
+     * Human-readable name of the provider connection in the current project.
+     */
+    @Generated
+    private final String connectionName;
+
+    /*
+     * Typed caller address shared with generated CallJobs. The connection validates source support separately from
+     * recipient support.
+     */
+    @Generated
+    private final TelephonyAddress source;
+
+    /*
+     * 1-100 recipients, exclusive with recipient_dataset. The whole UTF-8 request is limited to 1 MiB. Omitted from
+     * reads; retain the submission for row correlation.
+     */
+    @Generated
+    private List<TelephonyRecipient> recipients;
+
+    /*
+     * Same-project CSV/JSON/JSONL uri_file, exclusive with recipients. Omitted version pins latest per preparation.
+     * Limits: 1-1,000,000 rows, 256 MiB decoded/file, 1 MiB/row.
+     */
+    @Generated
+    private DatasetReference recipientDataset;
+
+    /*
+     * Dispatch schedule; omission equals ImmediateSchedule. Every mode waits for successful preparation, then follows
+     * its schedule and available capacity.
+     */
+    @Generated
+    private TelephonyCampaignSchedule schedule;
+
+    /*
+     * Per-recipient retries. Omit for one attempt; generated CallJobs return fixed_interval with max_attempts=1 and
+     * interval=0 seconds.
+     */
+    @Generated
+    private TelephonyOutboundRetryPolicy retryPolicy;
+
+    /*
+     * Business execution state. Each asynchronous action has its own retained operation monitor.
+     */
+    @Generated
+    private TelephonyCampaignStatus status;
+
+    /*
+     * Preparation/control failure, cleared on retry. Never includes secrets or raw recipient values.
+     */
+    @Generated
+    private ApiError error;
+
+    /*
+     * Immutable name supplied as campaign_name in the PUT path, not the request body; echoed in responses. Unique
+     * within the project and Agent.
+     */
+    @Generated
+    private String name;
+
+    /*
+     * Creation time.
+     */
+    @Generated
+    private long createdAt;
+
+    /*
+     * Last observable progress update.
+     */
+    @Generated
+    private long updatedAt;
+
+    /*
+     * Latest accepted action, for discovery only. Poll the initiating response's Operation-Id/Operation-Location
+     * instead.
+     */
+    @Generated
+    private String operationId;
+
+    /*
+     * Time of terminal completion for the current round; cleared when failed preparation is replaced.
+     */
+    @Generated
+    private Long finishedAt;
+
+    /*
+     * Latest Agent version pinned once per preparation and shared by retries/calls. Omitted until resolved; replacement
+     * clears it. Unavailable pins fail without fallback.
+     */
+    @Generated
+    private String lockedAgentVersion;
+
+    /*
+     * Available partial accounting even when the job fails or is cancelled.
+     */
+    @Generated
+    private TelephonyCampaignProgress progress;
+
+    /**
+     * Creates an instance of TelephonyCampaign class.
+     *
+     * @param connectionName the connectionName value to set.
+     * @param source the source value to set.
+     */
+    @Generated
+    public TelephonyCampaign(String connectionName, TelephonyAddress source) {
+        this.connectionName = connectionName;
+        this.source = source;
+    }
+
+    /**
+     * Get the connectionName property: Human-readable name of the provider connection in the current project.
+     *
+     * @return the connectionName value.
+     */
+    @Generated
+    public String getConnectionName() {
+        return this.connectionName;
+    }
+
+    /**
+     * Get the source property: Typed caller address shared with generated CallJobs. The connection validates source
+     * support separately from recipient support.
+     *
+     * @return the source value.
+     */
+    @Generated
+    public TelephonyAddress getSource() {
+        return this.source;
+    }
+
+    /**
+     * Get the recipients property: 1-100 recipients, exclusive with recipient_dataset. The whole UTF-8 request is
+     * limited to 1 MiB. Omitted from reads; retain the submission for row correlation.
+     *
+     * @return the recipients value.
+     */
+    @Generated
+    public List<TelephonyRecipient> getRecipients() {
+        return this.recipients;
+    }
+
+    /**
+     * Set the recipients property: 1-100 recipients, exclusive with recipient_dataset. The whole UTF-8 request is
+     * limited to 1 MiB. Omitted from reads; retain the submission for row correlation.
+     *
+     * @param recipients the recipients value to set.
+     * @return the TelephonyCampaign object itself.
+     */
+    @Generated
+    public TelephonyCampaign setRecipients(List<TelephonyRecipient> recipients) {
+        this.recipients = recipients;
+        return this;
+    }
+
+    /**
+     * Get the recipientDataset property: Same-project CSV/JSON/JSONL uri_file, exclusive with recipients. Omitted
+     * version pins latest per preparation. Limits: 1-1,000,000 rows, 256 MiB decoded/file, 1 MiB/row.
+     *
+     * @return the recipientDataset value.
+     */
+    @Generated
+    public DatasetReference getRecipientDataset() {
+        return this.recipientDataset;
+    }
+
+    /**
+     * Set the recipientDataset property: Same-project CSV/JSON/JSONL uri_file, exclusive with recipients. Omitted
+     * version pins latest per preparation. Limits: 1-1,000,000 rows, 256 MiB decoded/file, 1 MiB/row.
+     *
+     * @param recipientDataset the recipientDataset value to set.
+     * @return the TelephonyCampaign object itself.
+     */
+    @Generated
+    public TelephonyCampaign setRecipientDataset(DatasetReference recipientDataset) {
+        this.recipientDataset = recipientDataset;
+        return this;
+    }
+
+    /**
+     * Get the schedule property: Dispatch schedule; omission equals ImmediateSchedule. Every mode waits for successful
+     * preparation, then follows its schedule and available capacity.
+     *
+     * @return the schedule value.
+     */
+    @Generated
+    public TelephonyCampaignSchedule getSchedule() {
+        return this.schedule;
+    }
+
+    /**
+     * Set the schedule property: Dispatch schedule; omission equals ImmediateSchedule. Every mode waits for successful
+     * preparation, then follows its schedule and available capacity.
+     *
+     * @param schedule the schedule value to set.
+     * @return the TelephonyCampaign object itself.
+     */
+    @Generated
+    public TelephonyCampaign setSchedule(TelephonyCampaignSchedule schedule) {
+        this.schedule = schedule;
+        return this;
+    }
+
+    /**
+     * Get the retryPolicy property: Per-recipient retries. Omit for one attempt; generated CallJobs return
+     * fixed_interval with max_attempts=1 and interval=0 seconds.
+     *
+     * @return the retryPolicy value.
+     */
+    @Generated
+    public TelephonyOutboundRetryPolicy getRetryPolicy() {
+        return this.retryPolicy;
+    }
+
+    /**
+     * Set the retryPolicy property: Per-recipient retries. Omit for one attempt; generated CallJobs return
+     * fixed_interval with max_attempts=1 and interval=0 seconds.
+     *
+     * @param retryPolicy the retryPolicy value to set.
+     * @return the TelephonyCampaign object itself.
+     */
+    @Generated
+    public TelephonyCampaign setRetryPolicy(TelephonyOutboundRetryPolicy retryPolicy) {
+        this.retryPolicy = retryPolicy;
+        return this;
+    }
+
+    /**
+     * Get the status property: Business execution state. Each asynchronous action has its own retained operation
+     * monitor.
+     *
+     * @return the status value.
+     */
+    @Generated
+    public TelephonyCampaignStatus getStatus() {
+        return this.status;
+    }
+
+    /**
+     * Get the error property: Preparation/control failure, cleared on retry. Never includes secrets or raw recipient
+     * values.
+     *
+     * @return the error value.
+     */
+    @Generated
+    public ApiError getError() {
+        return this.error;
+    }
+
+    /**
+     * Get the name property: Immutable name supplied as campaign_name in the PUT path, not the request body; echoed in
+     * responses. Unique within the project and Agent.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the createdAt property: Creation time.
+     *
+     * @return the createdAt value.
+     */
+    @Generated
+    public OffsetDateTime getCreatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the updatedAt property: Last observable progress update.
+     *
+     * @return the updatedAt value.
+     */
+    @Generated
+    public OffsetDateTime getUpdatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.updatedAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the operationId property: Latest accepted action, for discovery only. Poll the initiating response's
+     * Operation-Id/Operation-Location instead.
+     *
+     * @return the operationId value.
+     */
+    @Generated
+    public String getOperationId() {
+        return this.operationId;
+    }
+
+    /**
+     * Get the finishedAt property: Time of terminal completion for the current round; cleared when failed preparation
+     * is replaced.
+     *
+     * @return the finishedAt value.
+     */
+    @Generated
+    public OffsetDateTime getFinishedAt() {
+        if (this.finishedAt == null) {
+            return null;
+        }
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.finishedAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the lockedAgentVersion property: Latest Agent version pinned once per preparation and shared by
+     * retries/calls. Omitted until resolved; replacement clears it. Unavailable pins fail without fallback.
+     *
+     * @return the lockedAgentVersion value.
+     */
+    @Generated
+    public String getLockedAgentVersion() {
+        return this.lockedAgentVersion;
+    }
+
+    /**
+     * Get the progress property: Available partial accounting even when the job fails or is cancelled.
+     *
+     * @return the progress value.
+     */
+    @Generated
+    public TelephonyCampaignProgress getProgress() {
+        return this.progress;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("connection_name", this.connectionName);
+        jsonWriter.writeJsonField("source", this.source);
+        jsonWriter.writeArrayField("recipients", this.recipients, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeJsonField("recipient_dataset", this.recipientDataset);
+        jsonWriter.writeJsonField("schedule", this.schedule);
+        jsonWriter.writeJsonField("retry_policy", this.retryPolicy);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of TelephonyCampaign from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of TelephonyCampaign if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the TelephonyCampaign.
+     */
+    @Generated
+    public static TelephonyCampaign fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String connectionName = null;
+            TelephonyAddress source = null;
+            TelephonyCampaignStatus status = null;
+            String name = null;
+            long createdAt = 0L;
+            long updatedAt = 0L;
+            String eTag = null;
+            String operationId = null;
+            TelephonyCampaignProgress progress = null;
+            List<TelephonyRecipient> recipients = null;
+            DatasetReference recipientDataset = null;
+            TelephonyCampaignSchedule schedule = null;
+            TelephonyOutboundRetryPolicy retryPolicy = null;
+            ApiError error = null;
+            Long finishedAt = null;
+            String lockedAgentVersion = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("connection_name".equals(fieldName)) {
+                    connectionName = reader.getString();
+                } else if ("source".equals(fieldName)) {
+                    source = TelephonyAddress.fromJson(reader);
+                } else if ("status".equals(fieldName)) {
+                    status = TelephonyCampaignStatus.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("created_at".equals(fieldName)) {
+                    createdAt = reader.getLong();
+                } else if ("updated_at".equals(fieldName)) {
+                    updatedAt = reader.getLong();
+                } else if ("etag".equals(fieldName)) {
+                    eTag = reader.getString();
+                } else if ("operation_id".equals(fieldName)) {
+                    operationId = reader.getString();
+                } else if ("progress".equals(fieldName)) {
+                    progress = TelephonyCampaignProgress.fromJson(reader);
+                } else if ("recipients".equals(fieldName)) {
+                    recipients = reader.readArray(reader1 -> TelephonyRecipient.fromJson(reader1));
+                } else if ("recipient_dataset".equals(fieldName)) {
+                    recipientDataset = DatasetReference.fromJson(reader);
+                } else if ("schedule".equals(fieldName)) {
+                    schedule = TelephonyCampaignSchedule.fromJson(reader);
+                } else if ("retry_policy".equals(fieldName)) {
+                    retryPolicy = TelephonyOutboundRetryPolicy.fromJson(reader);
+                } else if ("error".equals(fieldName)) {
+                    error = ApiError.fromJson(reader);
+                } else if ("finished_at".equals(fieldName)) {
+                    finishedAt = reader.getNullable(JsonReader::getLong);
+                } else if ("locked_agent_version".equals(fieldName)) {
+                    lockedAgentVersion = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            TelephonyCampaign deserializedTelephonyCampaign = new TelephonyCampaign(connectionName, source);
+            deserializedTelephonyCampaign.status = status;
+            deserializedTelephonyCampaign.name = name;
+            deserializedTelephonyCampaign.createdAt = createdAt;
+            deserializedTelephonyCampaign.updatedAt = updatedAt;
+            deserializedTelephonyCampaign.eTag = eTag;
+            deserializedTelephonyCampaign.operationId = operationId;
+            deserializedTelephonyCampaign.progress = progress;
+            deserializedTelephonyCampaign.recipients = recipients;
+            deserializedTelephonyCampaign.recipientDataset = recipientDataset;
+            deserializedTelephonyCampaign.schedule = schedule;
+            deserializedTelephonyCampaign.retryPolicy = retryPolicy;
+            deserializedTelephonyCampaign.error = error;
+            deserializedTelephonyCampaign.finishedAt = finishedAt;
+            deserializedTelephonyCampaign.lockedAgentVersion = lockedAgentVersion;
+            return deserializedTelephonyCampaign;
+        });
+    }
+
+    /*
+     * Conditional-action token, not a cache validator. Changes with control state, not progress.
+     */
+    @Generated
+    private String eTag;
+
+    /**
+     * Get the eTag property: Conditional-action token, not a cache validator. Changes with control state, not progress.
+     *
+     * @return the eTag value.
+     */
+    @Generated
+    public String getETag() {
+        return this.eTag;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignAtTimeSchedule.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignAtTimeSchedule.java
new file mode 100644
index 0000000000000..f733c3424bf6d
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignAtTimeSchedule.java
@@ -0,0 +1,134 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Uses one earliest dispatch time for all recipients. Past times are allowed; preparation must still succeed.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaignAtTimeSchedule extends TelephonyCampaignSchedule {
+
+    /*
+     * How each recipient's earliest dispatch time is determined.
+     */
+    @Generated
+    private TelephonyCampaignScheduleType type = TelephonyCampaignScheduleType.SCHEDULED;
+
+    /*
+     * Common earliest dispatch time; successful preparation is required.
+     */
+    @Generated
+    private final long scheduledAt;
+
+    /**
+     * Creates an instance of TelephonyCampaignAtTimeSchedule class.
+     *
+     * @param scheduledAt the scheduledAt value to set.
+     */
+    @Generated
+    public TelephonyCampaignAtTimeSchedule(OffsetDateTime scheduledAt) {
+        if (scheduledAt == null) {
+            this.scheduledAt = 0L;
+        } else {
+            this.scheduledAt = scheduledAt.toEpochSecond();
+        }
+    }
+
+    /**
+     * Get the type property: How each recipient's earliest dispatch time is determined.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public TelephonyCampaignScheduleType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the scheduledAt property: Common earliest dispatch time; successful preparation is required.
+     *
+     * @return the scheduledAt value.
+     */
+    @Generated
+    public OffsetDateTime getScheduledAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.scheduledAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public TelephonyCampaignAtTimeSchedule setExpiresAt(OffsetDateTime expiresAt) {
+        super.setExpiresAt(expiresAt);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        if (getExpiresAt() != null) {
+            jsonWriter.writeNumberField("expires_at", getExpiresAt().toEpochSecond());
+        }
+        jsonWriter.writeLongField("scheduled_at", this.scheduledAt);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of TelephonyCampaignAtTimeSchedule from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of TelephonyCampaignAtTimeSchedule if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the TelephonyCampaignAtTimeSchedule.
+     */
+    @Generated
+    public static TelephonyCampaignAtTimeSchedule fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            OffsetDateTime expiresAt = null;
+            OffsetDateTime scheduledAt = null;
+            TelephonyCampaignScheduleType type = TelephonyCampaignScheduleType.SCHEDULED;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("expires_at".equals(fieldName)) {
+                    Long expiresAtHolder = reader.getNullable(JsonReader::getLong);
+                    if (expiresAtHolder != null) {
+                        expiresAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(expiresAtHolder), ZoneOffset.UTC);
+                    }
+                } else if ("scheduled_at".equals(fieldName)) {
+                    scheduledAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
+                } else if ("type".equals(fieldName)) {
+                    type = TelephonyCampaignScheduleType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            TelephonyCampaignAtTimeSchedule deserializedTelephonyCampaignAtTimeSchedule
+                = new TelephonyCampaignAtTimeSchedule(scheduledAt);
+            deserializedTelephonyCampaignAtTimeSchedule.setExpiresAt(expiresAt);
+            deserializedTelephonyCampaignAtTimeSchedule.type = type;
+            return deserializedTelephonyCampaignAtTimeSchedule;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignImmediateSchedule.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignImmediateSchedule.java
new file mode 100644
index 0000000000000..3363fd7497a09
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignImmediateSchedule.java
@@ -0,0 +1,104 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Dispatch automatically as soon as preparation succeeds and capacity permits.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaignImmediateSchedule extends TelephonyCampaignSchedule {
+
+    /*
+     * How each recipient's earliest dispatch time is determined.
+     */
+    @Generated
+    private TelephonyCampaignScheduleType type = TelephonyCampaignScheduleType.IMMEDIATE;
+
+    /**
+     * Creates an instance of TelephonyCampaignImmediateSchedule class.
+     */
+    @Generated
+    public TelephonyCampaignImmediateSchedule() {
+    }
+
+    /**
+     * Get the type property: How each recipient's earliest dispatch time is determined.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public TelephonyCampaignScheduleType getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public TelephonyCampaignImmediateSchedule setExpiresAt(OffsetDateTime expiresAt) {
+        super.setExpiresAt(expiresAt);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        if (getExpiresAt() != null) {
+            jsonWriter.writeNumberField("expires_at", getExpiresAt().toEpochSecond());
+        }
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of TelephonyCampaignImmediateSchedule from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of TelephonyCampaignImmediateSchedule if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the TelephonyCampaignImmediateSchedule.
+     */
+    @Generated
+    public static TelephonyCampaignImmediateSchedule fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            TelephonyCampaignImmediateSchedule deserializedTelephonyCampaignImmediateSchedule
+                = new TelephonyCampaignImmediateSchedule();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("expires_at".equals(fieldName)) {
+                    Long expiresAtHolder = reader.getNullable(JsonReader::getLong);
+                    if (expiresAtHolder != null) {
+                        deserializedTelephonyCampaignImmediateSchedule.setExpiresAt(
+                            OffsetDateTime.ofInstant(Instant.ofEpochSecond(expiresAtHolder), ZoneOffset.UTC));
+                    }
+                } else if ("type".equals(fieldName)) {
+                    deserializedTelephonyCampaignImmediateSchedule.type
+                        = TelephonyCampaignScheduleType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedTelephonyCampaignImmediateSchedule;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignOperation.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignOperation.java
new file mode 100644
index 0000000000000..a0b8114fa7bf9
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignOperation.java
@@ -0,0 +1,178 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Preparation/cancel/delete monitor bound to its original Campaign instance/round, independent of later actions. Omits
+ * result. Retained for the Campaign lifetime and at least 24 hours after both completion and deletion.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaignOperation implements JsonSerializable<TelephonyCampaignOperation> {
+
+    /*
+     * Server-assigned unique identifier.
+     */
+    @Generated
+    private String id;
+
+    /*
+     * Current lifecycle status.
+     */
+    @Generated
+    private JobStatus status;
+
+    /*
+     * Error details — populated only on failure.
+     */
+    @Generated
+    private ApiError error;
+
+    /*
+     * Work tracked by this monitor.
+     */
+    @Generated
+    private TelephonyCampaignOperationKind kind;
+
+    /*
+     * Creation time of this operation.
+     */
+    @Generated
+    private long createdAt;
+
+    /*
+     * When preparation, cancellation or deletion finished.
+     */
+    @Generated
+    private Long finishedAt;
+
+    /**
+     * Creates an instance of TelephonyCampaignOperation class.
+     */
+    @Generated
+    private TelephonyCampaignOperation() {
+    }
+
+    /**
+     * Get the id property: Server-assigned unique identifier.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Get the status property: Current lifecycle status.
+     *
+     * @return the status value.
+     */
+    @Generated
+    public JobStatus getStatus() {
+        return this.status;
+    }
+
+    /**
+     * Get the error property: Error details — populated only on failure.
+     *
+     * @return the error value.
+     */
+    @Generated
+    public ApiError getError() {
+        return this.error;
+    }
+
+    /**
+     * Get the kind property: Work tracked by this monitor.
+     *
+     * @return the kind value.
+     */
+    @Generated
+    public TelephonyCampaignOperationKind getKind() {
+        return this.kind;
+    }
+
+    /**
+     * Get the createdAt property: Creation time of this operation.
+     *
+     * @return the createdAt value.
+     */
+    @Generated
+    public OffsetDateTime getCreatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the finishedAt property: When preparation, cancellation or deletion finished.
+     *
+     * @return the finishedAt value.
+     */
+    @Generated
+    public OffsetDateTime getFinishedAt() {
+        if (this.finishedAt == null) {
+            return null;
+        }
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.finishedAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of TelephonyCampaignOperation from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of TelephonyCampaignOperation if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the TelephonyCampaignOperation.
+     */
+    @Generated
+    public static TelephonyCampaignOperation fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            TelephonyCampaignOperation deserializedTelephonyCampaignOperation = new TelephonyCampaignOperation();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    deserializedTelephonyCampaignOperation.id = reader.getString();
+                } else if ("status".equals(fieldName)) {
+                    deserializedTelephonyCampaignOperation.status = JobStatus.fromString(reader.getString());
+                } else if ("kind".equals(fieldName)) {
+                    deserializedTelephonyCampaignOperation.kind
+                        = TelephonyCampaignOperationKind.fromString(reader.getString());
+                } else if ("created_at".equals(fieldName)) {
+                    deserializedTelephonyCampaignOperation.createdAt = reader.getLong();
+                } else if ("error".equals(fieldName)) {
+                    deserializedTelephonyCampaignOperation.error = ApiError.fromJson(reader);
+                } else if ("finished_at".equals(fieldName)) {
+                    deserializedTelephonyCampaignOperation.finishedAt = reader.getNullable(JsonReader::getLong);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedTelephonyCampaignOperation;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignOperationKind.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignOperationKind.java
new file mode 100644
index 0000000000000..f1ddc349c9b4c
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignOperationKind.java
@@ -0,0 +1,65 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Kind of asynchronous work associated with a Campaign.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaignOperationKind extends ExpandableStringEnum<TelephonyCampaignOperationKind> {
+
+    /**
+     * Input validation and complete CallJob generation for a PUT.
+     */
+    @Generated
+    public static final TelephonyCampaignOperationKind VALIDATION = fromString("validation");
+
+    /**
+     * Stop future dispatch and drain admitted work.
+     */
+    @Generated
+    public static final TelephonyCampaignOperationKind CANCEL = fromString("cancel");
+
+    /**
+     * Cascade cleanup of Campaign task resources.
+     */
+    @Generated
+    public static final TelephonyCampaignOperationKind DELETE = fromString("delete");
+
+    /**
+     * Creates a new instance of TelephonyCampaignOperationKind value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public TelephonyCampaignOperationKind() {
+    }
+
+    /**
+     * Creates or finds a TelephonyCampaignOperationKind from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding TelephonyCampaignOperationKind.
+     */
+    @Generated
+    public static TelephonyCampaignOperationKind fromString(String name) {
+        return fromString(name, TelephonyCampaignOperationKind.class);
+    }
+
+    /**
+     * Gets known TelephonyCampaignOperationKind values.
+     *
+     * @return known TelephonyCampaignOperationKind values.
+     */
+    @Generated
+    public static Collection<TelephonyCampaignOperationKind> values() {
+        return values(TelephonyCampaignOperationKind.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignPerRecipientSchedule.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignPerRecipientSchedule.java
new file mode 100644
index 0000000000000..98d7bb45b28e2
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignPerRecipientSchedule.java
@@ -0,0 +1,104 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Uses each recipient's scheduled_at: RFC 3339 with timezone in Datasets, Unix seconds for inline recipients.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaignPerRecipientSchedule extends TelephonyCampaignSchedule {
+
+    /*
+     * How each recipient's earliest dispatch time is determined.
+     */
+    @Generated
+    private TelephonyCampaignScheduleType type = TelephonyCampaignScheduleType.RECIPIENT;
+
+    /**
+     * Creates an instance of TelephonyCampaignPerRecipientSchedule class.
+     */
+    @Generated
+    public TelephonyCampaignPerRecipientSchedule() {
+    }
+
+    /**
+     * Get the type property: How each recipient's earliest dispatch time is determined.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public TelephonyCampaignScheduleType getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public TelephonyCampaignPerRecipientSchedule setExpiresAt(OffsetDateTime expiresAt) {
+        super.setExpiresAt(expiresAt);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        if (getExpiresAt() != null) {
+            jsonWriter.writeNumberField("expires_at", getExpiresAt().toEpochSecond());
+        }
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of TelephonyCampaignPerRecipientSchedule from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of TelephonyCampaignPerRecipientSchedule if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the TelephonyCampaignPerRecipientSchedule.
+     */
+    @Generated
+    public static TelephonyCampaignPerRecipientSchedule fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            TelephonyCampaignPerRecipientSchedule deserializedTelephonyCampaignPerRecipientSchedule
+                = new TelephonyCampaignPerRecipientSchedule();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("expires_at".equals(fieldName)) {
+                    Long expiresAtHolder = reader.getNullable(JsonReader::getLong);
+                    if (expiresAtHolder != null) {
+                        deserializedTelephonyCampaignPerRecipientSchedule.setExpiresAt(
+                            OffsetDateTime.ofInstant(Instant.ofEpochSecond(expiresAtHolder), ZoneOffset.UTC));
+                    }
+                } else if ("type".equals(fieldName)) {
+                    deserializedTelephonyCampaignPerRecipientSchedule.type
+                        = TelephonyCampaignScheduleType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedTelephonyCampaignPerRecipientSchedule;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignProgress.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignProgress.java
new file mode 100644
index 0000000000000..37edcb4169d86
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignProgress.java
@@ -0,0 +1,222 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Recipient execution counts, zero until preparation succeeds; then mutually exclusive and summing to total_recipients.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaignProgress implements JsonSerializable<TelephonyCampaignProgress> {
+
+    /*
+     * Total input rows, including invalid rows. Omitted until known; never an estimate.
+     */
+    @Generated
+    private Long totalRecipients;
+
+    /*
+     * Recipients waiting for their schedule, capacity or retry after preparation has completed.
+     */
+    @Generated
+    private final long pending;
+
+    /*
+     * Recipients with a durable origination reservation or unresolved provider attempt, including dispatching before a
+     * call ID is received.
+     */
+    @Generated
+    private final long active;
+
+    /*
+     * Recipients whose CallJob completed; not proof of business success.
+     */
+    @Generated
+    private final long completed;
+
+    /*
+     * Recipients whose CallJob exhausted retries or failed.
+     */
+    @Generated
+    private final long failed;
+
+    /*
+     * Recipients cancelled before completion. Does not include dispatch-window expiry.
+     */
+    @Generated
+    private final long cancelled;
+
+    /*
+     * Recipients whose dispatch deadline elapsed before a new attempt could start.
+     */
+    @Generated
+    private final long expired;
+
+    /**
+     * Creates an instance of TelephonyCampaignProgress class.
+     *
+     * @param pending the pending value to set.
+     * @param active the active value to set.
+     * @param completed the completed value to set.
+     * @param failed the failed value to set.
+     * @param cancelled the cancelled value to set.
+     * @param expired the expired value to set.
+     */
+    @Generated
+    private TelephonyCampaignProgress(long pending, long active, long completed, long failed, long cancelled,
+        long expired) {
+        this.pending = pending;
+        this.active = active;
+        this.completed = completed;
+        this.failed = failed;
+        this.cancelled = cancelled;
+        this.expired = expired;
+    }
+
+    /**
+     * Get the totalRecipients property: Total input rows, including invalid rows. Omitted until known; never an
+     * estimate.
+     *
+     * @return the totalRecipients value.
+     */
+    @Generated
+    public Long getTotalRecipients() {
+        return this.totalRecipients;
+    }
+
+    /**
+     * Get the pending property: Recipients waiting for their schedule, capacity or retry after preparation has
+     * completed.
+     *
+     * @return the pending value.
+     */
+    @Generated
+    public long getPending() {
+        return this.pending;
+    }
+
+    /**
+     * Get the active property: Recipients with a durable origination reservation or unresolved provider attempt,
+     * including dispatching before a call ID is received.
+     *
+     * @return the active value.
+     */
+    @Generated
+    public long getActive() {
+        return this.active;
+    }
+
+    /**
+     * Get the completed property: Recipients whose CallJob completed; not proof of business success.
+     *
+     * @return the completed value.
+     */
+    @Generated
+    public long getCompleted() {
+        return this.completed;
+    }
+
+    /**
+     * Get the failed property: Recipients whose CallJob exhausted retries or failed.
+     *
+     * @return the failed value.
+     */
+    @Generated
+    public long getFailed() {
+        return this.failed;
+    }
+
+    /**
+     * Get the cancelled property: Recipients cancelled before completion. Does not include dispatch-window expiry.
+     *
+     * @return the cancelled value.
+     */
+    @Generated
+    public long getCancelled() {
+        return this.cancelled;
+    }
+
+    /**
+     * Get the expired property: Recipients whose dispatch deadline elapsed before a new attempt could start.
+     *
+     * @return the expired value.
+     */
+    @Generated
+    public long getExpired() {
+        return this.expired;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeLongField("pending", this.pending);
+        jsonWriter.writeLongField("active", this.active);
+        jsonWriter.writeLongField("completed", this.completed);
+        jsonWriter.writeLongField("failed", this.failed);
+        jsonWriter.writeLongField("cancelled", this.cancelled);
+        jsonWriter.writeLongField("expired", this.expired);
+        jsonWriter.writeNumberField("total_recipients", this.totalRecipients);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of TelephonyCampaignProgress from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of TelephonyCampaignProgress if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the TelephonyCampaignProgress.
+     */
+    @Generated
+    public static TelephonyCampaignProgress fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            long pending = 0L;
+            long active = 0L;
+            long completed = 0L;
+            long failed = 0L;
+            long cancelled = 0L;
+            long expired = 0L;
+            Long totalRecipients = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("pending".equals(fieldName)) {
+                    pending = reader.getLong();
+                } else if ("active".equals(fieldName)) {
+                    active = reader.getLong();
+                } else if ("completed".equals(fieldName)) {
+                    completed = reader.getLong();
+                } else if ("failed".equals(fieldName)) {
+                    failed = reader.getLong();
+                } else if ("cancelled".equals(fieldName)) {
+                    cancelled = reader.getLong();
+                } else if ("expired".equals(fieldName)) {
+                    expired = reader.getLong();
+                } else if ("total_recipients".equals(fieldName)) {
+                    totalRecipients = reader.getNullable(JsonReader::getLong);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            TelephonyCampaignProgress deserializedTelephonyCampaignProgress
+                = new TelephonyCampaignProgress(pending, active, completed, failed, cancelled, expired);
+            deserializedTelephonyCampaignProgress.totalRecipients = totalRecipients;
+            return deserializedTelephonyCampaignProgress;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignSchedule.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignSchedule.java
new file mode 100644
index 0000000000000..306464bad7a5a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignSchedule.java
@@ -0,0 +1,156 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Creation authorizes dialing; every scheduling mode waits for successful preparation.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public class TelephonyCampaignSchedule implements JsonSerializable<TelephonyCampaignSchedule> {
+
+    /*
+     * How each recipient's earliest dispatch time is determined.
+     */
+    @Generated
+    private TelephonyCampaignScheduleType type = TelephonyCampaignScheduleType.fromString("TelephonyCampaignSchedule");
+
+    /*
+     * Exclusive deadline for new attempts, including retries; active calls may finish. Must be later than every
+     * scheduled_at.
+     */
+    @Generated
+    private Long expiresAt;
+
+    /**
+     * Creates an instance of TelephonyCampaignSchedule class.
+     */
+    @Generated
+    protected TelephonyCampaignSchedule() {
+    }
+
+    /**
+     * Get the type property: How each recipient's earliest dispatch time is determined.
+     *
+     * @return the type value.
+     */
+    @Generated
+    public TelephonyCampaignScheduleType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the expiresAt property: Exclusive deadline for new attempts, including retries; active calls may finish. Must
+     * be later than every scheduled_at.
+     *
+     * @return the expiresAt value.
+     */
+    @Generated
+    public OffsetDateTime getExpiresAt() {
+        if (this.expiresAt == null) {
+            return null;
+        }
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.expiresAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Set the expiresAt property: Exclusive deadline for new attempts, including retries; active calls may finish. Must
+     * be later than every scheduled_at.
+     *
+     * @param expiresAt the expiresAt value to set.
+     * @return the TelephonyCampaignSchedule object itself.
+     */
+    @Generated
+    public TelephonyCampaignSchedule setExpiresAt(OffsetDateTime expiresAt) {
+        if (expiresAt == null) {
+            this.expiresAt = null;
+        } else {
+            this.expiresAt = expiresAt.toEpochSecond();
+        }
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeNumberField("expires_at", this.expiresAt);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of TelephonyCampaignSchedule from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of TelephonyCampaignSchedule if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the TelephonyCampaignSchedule.
+     */
+    @Generated
+    public static TelephonyCampaignSchedule fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String discriminatorValue = null;
+            try (JsonReader readerToUse = reader.bufferObject()) {
+                // Prepare for reading
+                readerToUse.nextToken();
+                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
+                    String fieldName = readerToUse.getFieldName();
+                    readerToUse.nextToken();
+                    if ("type".equals(fieldName)) {
+                        discriminatorValue = readerToUse.getString();
+                        break;
+                    } else {
+                        readerToUse.skipChildren();
+                    }
+                }
+                // Use the discriminator value to determine which subtype should be deserialized.
+                if ("immediate".equals(discriminatorValue)) {
+                    return TelephonyCampaignImmediateSchedule.fromJson(readerToUse.reset());
+                } else if ("scheduled".equals(discriminatorValue)) {
+                    return TelephonyCampaignAtTimeSchedule.fromJson(readerToUse.reset());
+                } else if ("recipient".equals(discriminatorValue)) {
+                    return TelephonyCampaignPerRecipientSchedule.fromJson(readerToUse.reset());
+                } else {
+                    return fromJsonKnownDiscriminator(readerToUse.reset());
+                }
+            }
+        });
+    }
+
+    @Generated
+    static TelephonyCampaignSchedule fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            TelephonyCampaignSchedule deserializedTelephonyCampaignSchedule = new TelephonyCampaignSchedule();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedTelephonyCampaignSchedule.type
+                        = TelephonyCampaignScheduleType.fromString(reader.getString());
+                } else if ("expires_at".equals(fieldName)) {
+                    deserializedTelephonyCampaignSchedule.expiresAt = reader.getNullable(JsonReader::getLong);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedTelephonyCampaignSchedule;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignScheduleType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignScheduleType.java
new file mode 100644
index 0000000000000..c4b381e4f5492
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignScheduleType.java
@@ -0,0 +1,65 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Mutually exclusive ways to determine each recipient's earliest dispatch time.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaignScheduleType extends ExpandableStringEnum<TelephonyCampaignScheduleType> {
+
+    /**
+     * Eligible automatically after successful preparation.
+     */
+    @Generated
+    public static final TelephonyCampaignScheduleType IMMEDIATE = fromString("immediate");
+
+    /**
+     * One common earliest dispatch time.
+     */
+    @Generated
+    public static final TelephonyCampaignScheduleType SCHEDULED = fromString("scheduled");
+
+    /**
+     * A separate earliest dispatch time for each recipient.
+     */
+    @Generated
+    public static final TelephonyCampaignScheduleType RECIPIENT = fromString("recipient");
+
+    /**
+     * Creates a new instance of TelephonyCampaignScheduleType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public TelephonyCampaignScheduleType() {
+    }
+
+    /**
+     * Creates or finds a TelephonyCampaignScheduleType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding TelephonyCampaignScheduleType.
+     */
+    @Generated
+    public static TelephonyCampaignScheduleType fromString(String name) {
+        return fromString(name, TelephonyCampaignScheduleType.class);
+    }
+
+    /**
+     * Gets known TelephonyCampaignScheduleType values.
+     *
+     * @return known TelephonyCampaignScheduleType values.
+     */
+    @Generated
+    public static Collection<TelephonyCampaignScheduleType> values() {
+        return values(TelephonyCampaignScheduleType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignStatus.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignStatus.java
new file mode 100644
index 0000000000000..2486e7d0c2f4a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignStatus.java
@@ -0,0 +1,91 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Campaign execution state, separate from preparation/cancel/delete LROs. All recipients terminal means completed, not
+ * necessarily successful.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaignStatus extends ExpandableStringEnum<TelephonyCampaignStatus> {
+
+    /**
+     * Validating recipients and generating CallJobs; no dialing until preparation succeeds.
+     */
+    @Generated
+    public static final TelephonyCampaignStatus VALIDATING = fromString("validating");
+
+    /**
+     * Preparation complete; jobs execute subject to schedule, capacity and retries.
+     */
+    @Generated
+    public static final TelephonyCampaignStatus RUNNING = fromString("running");
+
+    /**
+     * New dispatch stopped while admitted work drains; connected calls finish naturally. Cancellation failure leaves
+     * dispatch stopped.
+     */
+    @Generated
+    public static final TelephonyCampaignStatus CANCELLING = fromString("cancelling");
+
+    /**
+     * All recipients terminal, including failed/expired jobs. Deletion waits for admitted work to stop.
+     */
+    @Generated
+    public static final TelephonyCampaignStatus COMPLETED = fromString("completed");
+
+    /**
+     * Preparation failed without dialing and workers have stopped. Allows deletion or full replacement.
+     */
+    @Generated
+    public static final TelephonyCampaignStatus FAILED = fromString("failed");
+
+    /**
+     * Cancellation complete. Can be deleted; unfinished work cannot restart.
+     */
+    @Generated
+    public static final TelephonyCampaignStatus CANCELLED = fromString("cancelled");
+
+    /**
+     * Cleanup in progress; dialing and name reuse stay blocked until success, including after cleanup failure.
+     */
+    @Generated
+    public static final TelephonyCampaignStatus DELETING = fromString("deleting");
+
+    /**
+     * Creates a new instance of TelephonyCampaignStatus value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public TelephonyCampaignStatus() {
+    }
+
+    /**
+     * Creates or finds a TelephonyCampaignStatus from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding TelephonyCampaignStatus.
+     */
+    @Generated
+    public static TelephonyCampaignStatus fromString(String name) {
+        return fromString(name, TelephonyCampaignStatus.class);
+    }
+
+    /**
+     * Gets known TelephonyCampaignStatus values.
+     *
+     * @return known TelephonyCampaignStatus values.
+     */
+    @Generated
+    public static Collection<TelephonyCampaignStatus> values() {
+        return values(TelephonyCampaignStatus.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignValidationError.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignValidationError.java
new file mode 100644
index 0000000000000..4863569468e1a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyCampaignValidationError.java
@@ -0,0 +1,106 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Invalid-row diagnostic for current preparation; execution errors are in CallJobs.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyCampaignValidationError implements JsonSerializable<TelephonyCampaignValidationError> {
+
+    /*
+     * One-based source row or inline item position.
+     */
+    @Generated
+    private final long rowNumber;
+
+    /*
+     * Row validation error; param identifies the field. Never includes raw values or secrets.
+     */
+    @Generated
+    private final ApiError error;
+
+    /**
+     * Creates an instance of TelephonyCampaignValidationError class.
+     *
+     * @param rowNumber the rowNumber value to set.
+     * @param error the error value to set.
+     */
+    @Generated
+    private TelephonyCampaignValidationError(long rowNumber, ApiError error) {
+        this.rowNumber = rowNumber;
+        this.error = error;
+    }
+
+    /**
+     * Get the rowNumber property: One-based source row or inline item position.
+     *
+     * @return the rowNumber value.
+     */
+    @Generated
+    public long getRowNumber() {
+        return this.rowNumber;
+    }
+
+    /**
+     * Get the error property: Row validation error; param identifies the field. Never includes raw values or secrets.
+     *
+     * @return the error value.
+     */
+    @Generated
+    public ApiError getError() {
+        return this.error;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeLongField("row_number", this.rowNumber);
+        jsonWriter.writeJsonField("error", this.error);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of TelephonyCampaignValidationError from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of TelephonyCampaignValidationError if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the TelephonyCampaignValidationError.
+     */
+    @Generated
+    public static TelephonyCampaignValidationError fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            long rowNumber = 0L;
+            ApiError error = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("row_number".equals(fieldName)) {
+                    rowNumber = reader.getLong();
+                } else if ("error".equals(fieldName)) {
+                    error = ApiError.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return new TelephonyCampaignValidationError(rowNumber, error);
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundFixedIntervalRetryPolicy.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyFixedIntervalRetryPolicy.java
similarity index 67%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundFixedIntervalRetryPolicy.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyFixedIntervalRetryPolicy.java
index 5b5ff55b8d3ea..78c841193a494 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundFixedIntervalRetryPolicy.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyFixedIntervalRetryPolicy.java
@@ -13,11 +13,12 @@
 import java.time.Duration;
 
 /**
- * The frozen fixed-interval retry policy returned for an outbound call or campaign.
+ * Shared direct-call/Campaign retry policy. Omission means one attempt; CallJobs return max_attempts=1 and interval=0
+ * seconds.
  */
 @Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TelephonyOutboundFixedIntervalRetryPolicy extends TelephonyOutboundRetryPolicy {
+public final class TelephonyFixedIntervalRetryPolicy extends TelephonyOutboundRetryPolicy {
 
     /*
      * The retry strategy. Only fixed-interval retries are currently supported.
@@ -26,11 +27,26 @@ public final class TelephonyOutboundFixedIntervalRetryPolicy extends TelephonyOu
     private TelephonyOutboundRetryPolicyType type = TelephonyOutboundRetryPolicyType.FIXED_INTERVAL;
 
     /*
-     * The fixed delay in seconds between attempts.
+     * The nonnegative delay between attempts, from 0 to 2147483647 seconds. Zero permits an immediate retry, subject to
+     * scheduling and capacity.
      */
     @Generated
     private final long interval;
 
+    /**
+     * Creates an instance of TelephonyFixedIntervalRetryPolicy class.
+     *
+     * @param interval the interval value to set.
+     */
+    @Generated
+    public TelephonyFixedIntervalRetryPolicy(Duration interval) {
+        if (interval == null) {
+            this.interval = 0L;
+        } else {
+            this.interval = interval.getSeconds();
+        }
+    }
+
     /**
      * Get the type property: The retry strategy. Only fixed-interval retries are currently supported.
      *
@@ -43,7 +59,8 @@ public TelephonyOutboundRetryPolicyType getType() {
     }
 
     /**
-     * Get the interval property: The fixed delay in seconds between attempts.
+     * Get the interval property: The nonnegative delay between attempts, from 0 to 2147483647 seconds. Zero permits an
+     * immediate retry, subject to scheduling and capacity.
      *
      * @return the interval value.
      */
@@ -57,7 +74,7 @@ public Duration getInterval() {
      */
     @Generated
     @Override
-    public TelephonyOutboundFixedIntervalRetryPolicy setMaxAttempts(Integer maxAttempts) {
+    public TelephonyFixedIntervalRetryPolicy setMaxAttempts(Integer maxAttempts) {
         super.setMaxAttempts(maxAttempts);
         return this;
     }
@@ -76,16 +93,16 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of TelephonyOutboundFixedIntervalRetryPolicy from the JsonReader.
+     * Reads an instance of TelephonyFixedIntervalRetryPolicy from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of TelephonyOutboundFixedIntervalRetryPolicy if the JsonReader was pointing to an instance of
-     * it, or null if it was pointing to JSON null.
+     * @return An instance of TelephonyFixedIntervalRetryPolicy if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the TelephonyOutboundFixedIntervalRetryPolicy.
+     * @throws IOException If an error occurs while reading the TelephonyFixedIntervalRetryPolicy.
      */
     @Generated
-    public static TelephonyOutboundFixedIntervalRetryPolicy fromJson(JsonReader jsonReader) throws IOException {
+    public static TelephonyFixedIntervalRetryPolicy fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             Integer maxAttempts = null;
             Duration interval = null;
@@ -103,25 +120,11 @@ public static TelephonyOutboundFixedIntervalRetryPolicy fromJson(JsonReader json
                     reader.skipChildren();
                 }
             }
-            TelephonyOutboundFixedIntervalRetryPolicy deserializedTelephonyOutboundFixedIntervalRetryPolicy
-                = new TelephonyOutboundFixedIntervalRetryPolicy(interval);
-            deserializedTelephonyOutboundFixedIntervalRetryPolicy.setMaxAttempts(maxAttempts);
-            deserializedTelephonyOutboundFixedIntervalRetryPolicy.type = type;
-            return deserializedTelephonyOutboundFixedIntervalRetryPolicy;
+            TelephonyFixedIntervalRetryPolicy deserializedTelephonyFixedIntervalRetryPolicy
+                = new TelephonyFixedIntervalRetryPolicy(interval);
+            deserializedTelephonyFixedIntervalRetryPolicy.setMaxAttempts(maxAttempts);
+            deserializedTelephonyFixedIntervalRetryPolicy.type = type;
+            return deserializedTelephonyFixedIntervalRetryPolicy;
         });
     }
-
-    /**
-     * Creates an instance of TelephonyOutboundFixedIntervalRetryPolicy class.
-     *
-     * @param interval the interval value to set.
-     */
-    @Generated
-    public TelephonyOutboundFixedIntervalRetryPolicy(Duration interval) {
-        if (interval == null) {
-            this.interval = 0L;
-        } else {
-            this.interval = interval.getSeconds();
-        }
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundDestinationType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundDestinationType.java
deleted file mode 100644
index da9a0c716bac0..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundDestinationType.java
+++ /dev/null
@@ -1,53 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * The type of destination for an outbound call.
- */
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TelephonyOutboundDestinationType extends ExpandableStringEnum<TelephonyOutboundDestinationType> {
-
-    /**
-     * An E.164 phone number.
-     */
-    @Generated
-    public static final TelephonyOutboundDestinationType PHONE_NUMBER = fromString("phone_number");
-
-    /**
-     * Creates a new instance of TelephonyOutboundDestinationType value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public TelephonyOutboundDestinationType() {
-    }
-
-    /**
-     * Creates or finds a TelephonyOutboundDestinationType from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding TelephonyOutboundDestinationType.
-     */
-    @Generated
-    public static TelephonyOutboundDestinationType fromString(String name) {
-        return fromString(name, TelephonyOutboundDestinationType.class);
-    }
-
-    /**
-     * Gets known TelephonyOutboundDestinationType values.
-     *
-     * @return known TelephonyOutboundDestinationType values.
-     */
-    @Generated
-    public static Collection<TelephonyOutboundDestinationType> values() {
-        return values(TelephonyOutboundDestinationType.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundRetryPolicy.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundRetryPolicy.java
index fe6c3f8854de4..0a50e5f460332 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundRetryPolicy.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundRetryPolicy.java
@@ -113,7 +113,7 @@ public static TelephonyOutboundRetryPolicy fromJson(JsonReader jsonReader) throw
                 }
                 // Use the discriminator value to determine which subtype should be deserialized.
                 if ("fixed_interval".equals(discriminatorValue)) {
-                    return TelephonyOutboundFixedIntervalRetryPolicy.fromJson(readerToUse.reset());
+                    return TelephonyFixedIntervalRetryPolicy.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PstnTelephonyTransferDestination.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyPhoneNumber.java
similarity index 53%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PstnTelephonyTransferDestination.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyPhoneNumber.java
index 6deef6b33e71f..cd6e928b7e6fe 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/PstnTelephonyTransferDestination.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyPhoneNumber.java
@@ -12,37 +12,54 @@
 import java.io.IOException;
 
 /**
- * A PSTN destination for a telephony transfer target.
+ * Phone-number address used by supported source and destination roles.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class PstnTelephonyTransferDestination extends TelephonyTransferDestination {
+public final class TelephonyPhoneNumber extends TelephonyAddress {
 
     /*
-     * The telephony transfer destination type.
+     * Endpoint address type.
      */
     @Generated
-    private TelephonyTransferDestinationKind kind = TelephonyTransferDestinationKind.PSTN;
+    private TelephonyAddressType type = TelephonyAddressType.PHONE_NUMBER;
+
+    /*
+     * E.164 phone number.
+     */
+    @Generated
+    private final String value;
 
     /**
-     * Creates an instance of PstnTelephonyTransferDestination class.
+     * Creates an instance of TelephonyPhoneNumber class.
      *
      * @param value the value value to set.
      */
     @Generated
-    public PstnTelephonyTransferDestination(String value) {
+    public TelephonyPhoneNumber(String value) {
+        super(value);
         this.value = value;
     }
 
     /**
-     * Get the kind property: The telephony transfer destination type.
+     * Get the type property: Endpoint address type.
      *
-     * @return the kind value.
+     * @return the type value.
      */
     @Generated
     @Override
-    public TelephonyTransferDestinationKind getKind() {
-        return this.kind;
+    public TelephonyAddressType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the value property: E.164 phone number.
+     *
+     * @return the value value.
+     */
+    @Generated
+    public String getValue() {
+        return this.value;
     }
 
     /**
@@ -53,55 +70,38 @@ public TelephonyTransferDestinationKind getKind() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("value", this.value);
-        jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
 
     /**
-     * Reads an instance of PstnTelephonyTransferDestination from the JsonReader.
+     * Reads an instance of TelephonyPhoneNumber from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of PstnTelephonyTransferDestination if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
+     * @return An instance of TelephonyPhoneNumber if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the PstnTelephonyTransferDestination.
+     * @throws IOException If an error occurs while reading the TelephonyPhoneNumber.
      */
     @Generated
-    public static PstnTelephonyTransferDestination fromJson(JsonReader jsonReader) throws IOException {
+    public static TelephonyPhoneNumber fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String value = null;
-            TelephonyTransferDestinationKind kind = TelephonyTransferDestinationKind.PSTN;
+            TelephonyAddressType type = TelephonyAddressType.PHONE_NUMBER;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("value".equals(fieldName)) {
                     value = reader.getString();
-                } else if ("kind".equals(fieldName)) {
-                    kind = TelephonyTransferDestinationKind.fromString(reader.getString());
+                } else if ("type".equals(fieldName)) {
+                    type = TelephonyAddressType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
             }
-            PstnTelephonyTransferDestination deserializedPstnTelephonyTransferDestination
-                = new PstnTelephonyTransferDestination(value);
-            deserializedPstnTelephonyTransferDestination.kind = kind;
-            return deserializedPstnTelephonyTransferDestination;
+            TelephonyPhoneNumber deserializedTelephonyPhoneNumber = new TelephonyPhoneNumber(value);
+            deserializedTelephonyPhoneNumber.type = type;
+            return deserializedTelephonyPhoneNumber;
         });
     }
-
-    /*
-     * The E.164 phone number to call.
-     */
-    @Generated
-    private final String value;
-
-    /**
-     * Get the value property: The E.164 phone number to call.
-     *
-     * @return the value value.
-     */
-    @Generated
-    public String getValue() {
-        return this.value;
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyRecipient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyRecipient.java
new file mode 100644
index 0000000000000..c9a65b26d8225
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyRecipient.java
@@ -0,0 +1,183 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.StructuredInputJsonHelper;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+import java.util.Map;
+
+/**
+ * One recipient in an inline campaign input. Each input position is a separate intended call, including repeated
+ * destinations.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class TelephonyRecipient implements JsonSerializable<TelephonyRecipient> {
+
+    /*
+     * Recipient address; currently phone_number only. Unsupported types fail preparation; future variants can reuse
+     * this field.
+     */
+    @Generated
+    private final TelephonyAddress destination;
+
+    /*
+     * Agent inputs with nested JSON/null, unique names and depth at most 16. Agent schemas/defaults apply. Replay
+     * preserves types, exact numbers, array order and null/omission, but ignores object order; use lossless numeric
+     * serialization.
+     */
+    @Generated
+    private Map<String, BinaryData> structuredInputs;
+
+    /*
+     * Earliest dispatch time for recipient scheduling. Required only when schedule.type is recipient; forbidden for
+     * other modes.
+     */
+    @Generated
+    private Long scheduledAt;
+
+    /**
+     * Creates an instance of TelephonyRecipient class.
+     *
+     * @param destination the destination value to set.
+     */
+    @Generated
+    public TelephonyRecipient(TelephonyAddress destination) {
+        this.destination = destination;
+    }
+
+    /**
+     * Get the destination property: Recipient address; currently phone_number only. Unsupported types fail preparation;
+     * future variants can reuse this field.
+     *
+     * @return the destination value.
+     */
+    @Generated
+    public TelephonyAddress getDestination() {
+        return this.destination;
+    }
+
+    /**
+     * Get the structuredInputs property: Agent inputs with nested JSON/null, unique names and depth at most 16. Agent
+     * schemas/defaults apply. Replay preserves types, exact numbers, array order and null/omission, but ignores object
+     * order; use lossless numeric serialization.
+     *
+     * @return the structuredInputs value.
+     */
+    @Generated
+    public Map<String, BinaryData> getStructuredInputs() {
+        return this.structuredInputs;
+    }
+
+    /**
+     * Set the structuredInputs property: Agent inputs with nested JSON/null, unique names and depth at most 16. Agent
+     * schemas/defaults apply. Replay preserves types, exact numbers, array order and null/omission, but ignores object
+     * order; use lossless numeric serialization.
+     *
+     * @param structuredInputs the structuredInputs value to set.
+     * @return the TelephonyRecipient object itself.
+     */
+    @Generated
+    public TelephonyRecipient setStructuredInputs(Map<String, BinaryData> structuredInputs) {
+        this.structuredInputs = structuredInputs;
+        return this;
+    }
+
+    /**
+     * Get the scheduledAt property: Earliest dispatch time for recipient scheduling. Required only when schedule.type
+     * is recipient; forbidden for other modes.
+     *
+     * @return the scheduledAt value.
+     */
+    @Generated
+    public OffsetDateTime getScheduledAt() {
+        if (this.scheduledAt == null) {
+            return null;
+        }
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.scheduledAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Set the scheduledAt property: Earliest dispatch time for recipient scheduling. Required only when schedule.type
+     * is recipient; forbidden for other modes.
+     *
+     * @param scheduledAt the scheduledAt value to set.
+     * @return the TelephonyRecipient object itself.
+     */
+    @Generated
+    public TelephonyRecipient setScheduledAt(OffsetDateTime scheduledAt) {
+        if (scheduledAt == null) {
+            this.scheduledAt = null;
+        } else {
+            this.scheduledAt = scheduledAt.toEpochSecond();
+        }
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeJsonField("destination", this.destination);
+        jsonWriter.writeMapField("structured_inputs", this.structuredInputs, (writer, element) -> {
+            if (element == null) {
+                writer.writeNull();
+            } else {
+                element.writeTo(writer);
+            }
+        });
+        jsonWriter.writeNumberField("scheduled_at", this.scheduledAt);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of TelephonyRecipient from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of TelephonyRecipient if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the TelephonyRecipient.
+     */
+    public static TelephonyRecipient fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: Preserve structured input JSON without numeric coercion.
+        return jsonReader.readObject(reader -> {
+            TelephonyAddress destination = null;
+            Map<String, BinaryData> structuredInputs = null;
+            Long scheduledAt = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("destination".equals(fieldName)) {
+                    destination = TelephonyAddress.fromJson(reader);
+                } else if ("structured_inputs".equals(fieldName)) {
+                    structuredInputs
+                        = reader.readMap(reader1 -> reader1.getNullable(StructuredInputJsonHelper::readJsonValue));
+                } else if ("scheduled_at".equals(fieldName)) {
+                    scheduledAt = reader.getNullable(JsonReader::getLong);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            TelephonyRecipient deserializedTelephonyRecipient = new TelephonyRecipient(destination);
+            deserializedTelephonyRecipient.structuredInputs = structuredInputs;
+            deserializedTelephonyRecipient.scheduledAt = scheduledAt;
+            return deserializedTelephonyRecipient;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyTransferDestination.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonySipAddress.java
similarity index 56%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyTransferDestination.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonySipAddress.java
index 4f581bf31af07..9cb2534620219 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/SipTelephonyTransferDestination.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonySipAddress.java
@@ -12,17 +12,18 @@
 import java.io.IOException;
 
 /**
- * A SIP destination for a telephony transfer target.
+ * SIP/SIPS transfer address, subject to provider validation. SIP outbound sources and recipients use phone_number, not
+ * SIP URIs.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class SipTelephonyTransferDestination extends TelephonyTransferDestination {
+public final class TelephonySipAddress extends TelephonyAddress {
 
     /*
-     * The telephony transfer destination type.
+     * Endpoint address type.
      */
     @Generated
-    private TelephonyTransferDestinationKind kind = TelephonyTransferDestinationKind.SIP;
+    private TelephonyAddressType type = TelephonyAddressType.SIP;
 
     /*
      * The SIP or SIPS URI to call.
@@ -31,24 +32,25 @@ public final class SipTelephonyTransferDestination extends TelephonyTransferDest
     private final String value;
 
     /**
-     * Creates an instance of SipTelephonyTransferDestination class.
+     * Creates an instance of TelephonySipAddress class.
      *
      * @param value the value value to set.
      */
     @Generated
-    public SipTelephonyTransferDestination(String value) {
+    public TelephonySipAddress(String value) {
+        super(value);
         this.value = value;
     }
 
     /**
-     * Get the kind property: The telephony transfer destination type.
+     * Get the type property: Endpoint address type.
      *
-     * @return the kind value.
+     * @return the type value.
      */
     @Generated
     @Override
-    public TelephonyTransferDestinationKind getKind() {
-        return this.kind;
+    public TelephonyAddressType getType() {
+        return this.type;
     }
 
     /**
@@ -69,39 +71,38 @@ public String getValue() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("value", this.value);
-        jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
 
     /**
-     * Reads an instance of SipTelephonyTransferDestination from the JsonReader.
+     * Reads an instance of TelephonySipAddress from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of SipTelephonyTransferDestination if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
+     * @return An instance of TelephonySipAddress if the JsonReader was pointing to an instance of it, or null if it was
+     * pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the SipTelephonyTransferDestination.
+     * @throws IOException If an error occurs while reading the TelephonySipAddress.
      */
     @Generated
-    public static SipTelephonyTransferDestination fromJson(JsonReader jsonReader) throws IOException {
+    public static TelephonySipAddress fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String value = null;
-            TelephonyTransferDestinationKind kind = TelephonyTransferDestinationKind.SIP;
+            TelephonyAddressType type = TelephonyAddressType.SIP;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("value".equals(fieldName)) {
                     value = reader.getString();
-                } else if ("kind".equals(fieldName)) {
-                    kind = TelephonyTransferDestinationKind.fromString(reader.getString());
+                } else if ("type".equals(fieldName)) {
+                    type = TelephonyAddressType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
             }
-            SipTelephonyTransferDestination deserializedSipTelephonyTransferDestination
-                = new SipTelephonyTransferDestination(value);
-            deserializedSipTelephonyTransferDestination.kind = kind;
-            return deserializedSipTelephonyTransferDestination;
+            TelephonySipAddress deserializedTelephonySipAddress = new TelephonySipAddress(value);
+            deserializedTelephonySipAddress.type = type;
+            return deserializedTelephonySipAddress;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsTelephonyTransferDestination.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTeamsAddress.java
similarity index 52%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsTelephonyTransferDestination.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTeamsAddress.java
index 8887b88ac530a..40d022b1b1cba 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TeamsTelephonyTransferDestination.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTeamsAddress.java
@@ -12,47 +12,49 @@
 import java.io.IOException;
 
 /**
- * A Microsoft Teams destination for a telephony transfer target.
+ * Teams source/transfer identity, validated by role and provider. Not supported for outbound recipients.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TeamsTelephonyTransferDestination extends TelephonyTransferDestination {
+public final class TelephonyTeamsAddress extends TelephonyAddress {
 
     /*
-     * The telephony transfer destination type.
+     * Endpoint address type.
      */
     @Generated
-    private TelephonyTransferDestinationKind kind = TelephonyTransferDestinationKind.TEAMS;
+    private TelephonyAddressType type = TelephonyAddressType.TEAMS;
 
     /*
-     * The Microsoft Teams user or resource-account identifier.
+     * Source: nonempty resource-account GUID. Transfer: user/resource-account GUID or 28:orgid:{guid}.
      */
     @Generated
     private final String value;
 
     /**
-     * Creates an instance of TeamsTelephonyTransferDestination class.
+     * Creates an instance of TelephonyTeamsAddress class.
      *
      * @param value the value value to set.
      */
     @Generated
-    public TeamsTelephonyTransferDestination(String value) {
+    public TelephonyTeamsAddress(String value) {
+        super(value);
         this.value = value;
     }
 
     /**
-     * Get the kind property: The telephony transfer destination type.
+     * Get the type property: Endpoint address type.
      *
-     * @return the kind value.
+     * @return the type value.
      */
     @Generated
     @Override
-    public TelephonyTransferDestinationKind getKind() {
-        return this.kind;
+    public TelephonyAddressType getType() {
+        return this.type;
     }
 
     /**
-     * Get the value property: The Microsoft Teams user or resource-account identifier.
+     * Get the value property: Source: nonempty resource-account GUID. Transfer: user/resource-account GUID or
+     * 28:orgid:{guid}.
      *
      * @return the value value.
      */
@@ -69,39 +71,38 @@ public String getValue() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("value", this.value);
-        jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
 
     /**
-     * Reads an instance of TeamsTelephonyTransferDestination from the JsonReader.
+     * Reads an instance of TelephonyTeamsAddress from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of TeamsTelephonyTransferDestination if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
+     * @return An instance of TelephonyTeamsAddress if the JsonReader was pointing to an instance of it, or null if it
+     * was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the TeamsTelephonyTransferDestination.
+     * @throws IOException If an error occurs while reading the TelephonyTeamsAddress.
      */
     @Generated
-    public static TeamsTelephonyTransferDestination fromJson(JsonReader jsonReader) throws IOException {
+    public static TelephonyTeamsAddress fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String value = null;
-            TelephonyTransferDestinationKind kind = TelephonyTransferDestinationKind.TEAMS;
+            TelephonyAddressType type = TelephonyAddressType.TEAMS;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("value".equals(fieldName)) {
                     value = reader.getString();
-                } else if ("kind".equals(fieldName)) {
-                    kind = TelephonyTransferDestinationKind.fromString(reader.getString());
+                } else if ("type".equals(fieldName)) {
+                    type = TelephonyAddressType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
             }
-            TeamsTelephonyTransferDestination deserializedTeamsTelephonyTransferDestination
-                = new TeamsTelephonyTransferDestination(value);
-            deserializedTeamsTelephonyTransferDestination.kind = kind;
-            return deserializedTeamsTelephonyTransferDestination;
+            TelephonyTeamsAddress deserializedTelephonyTeamsAddress = new TelephonyTeamsAddress(value);
+            deserializedTelephonyTeamsAddress.type = type;
+            return deserializedTelephonyTeamsAddress;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferDestination.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferDestination.java
deleted file mode 100644
index 07c20dbc8c774..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferDestination.java
+++ /dev/null
@@ -1,113 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * A destination for a telephony transfer target.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public class TelephonyTransferDestination implements JsonSerializable<TelephonyTransferDestination> {
-
-    /*
-     * The telephony transfer destination type.
-     */
-    @Generated
-    private TelephonyTransferDestinationKind kind
-        = TelephonyTransferDestinationKind.fromString("TelephonyTransferDestination");
-
-    /**
-     * Creates an instance of TelephonyTransferDestination class.
-     */
-    @Generated
-    protected TelephonyTransferDestination() {
-    }
-
-    /**
-     * Get the kind property: The telephony transfer destination type.
-     *
-     * @return the kind value.
-     */
-    @Generated
-    public TelephonyTransferDestinationKind getKind() {
-        return this.kind;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of TelephonyTransferDestination from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of TelephonyTransferDestination if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the TelephonyTransferDestination.
-     */
-    @Generated
-    public static TelephonyTransferDestination fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String discriminatorValue = null;
-            try (JsonReader readerToUse = reader.bufferObject()) {
-                // Prepare for reading
-                readerToUse.nextToken();
-                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
-                    String fieldName = readerToUse.getFieldName();
-                    readerToUse.nextToken();
-                    if ("kind".equals(fieldName)) {
-                        discriminatorValue = readerToUse.getString();
-                        break;
-                    } else {
-                        readerToUse.skipChildren();
-                    }
-                }
-                // Use the discriminator value to determine which subtype should be deserialized.
-                if ("pstn".equals(discriminatorValue)) {
-                    return PstnTelephonyTransferDestination.fromJson(readerToUse.reset());
-                } else if ("teams".equals(discriminatorValue)) {
-                    return TeamsTelephonyTransferDestination.fromJson(readerToUse.reset());
-                } else if ("sip".equals(discriminatorValue)) {
-                    return SipTelephonyTransferDestination.fromJson(readerToUse.reset());
-                } else {
-                    return fromJsonKnownDiscriminator(readerToUse.reset());
-                }
-            }
-        });
-    }
-
-    @Generated
-    static TelephonyTransferDestination fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            TelephonyTransferDestination deserializedTelephonyTransferDestination = new TelephonyTransferDestination();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("kind".equals(fieldName)) {
-                    deserializedTelephonyTransferDestination.kind
-                        = TelephonyTransferDestinationKind.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedTelephonyTransferDestination;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferDestinationKind.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferDestinationKind.java
deleted file mode 100644
index 6409eb918fc4f..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferDestinationKind.java
+++ /dev/null
@@ -1,65 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * The kind of telephony transfer destination. Known values are stable; additional values may be added over time.
- */
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TelephonyTransferDestinationKind extends ExpandableStringEnum<TelephonyTransferDestinationKind> {
-
-    /**
-     * A public switched telephone network destination.
-     */
-    @Generated
-    public static final TelephonyTransferDestinationKind PSTN = fromString("pstn");
-
-    /**
-     * A Microsoft Teams user or resource-account destination.
-     */
-    @Generated
-    public static final TelephonyTransferDestinationKind TEAMS = fromString("teams");
-
-    /**
-     * A Session Initiation Protocol destination.
-     */
-    @Generated
-    public static final TelephonyTransferDestinationKind SIP = fromString("sip");
-
-    /**
-     * Creates a new instance of TelephonyTransferDestinationKind value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public TelephonyTransferDestinationKind() {
-    }
-
-    /**
-     * Creates or finds a TelephonyTransferDestinationKind from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding TelephonyTransferDestinationKind.
-     */
-    @Generated
-    public static TelephonyTransferDestinationKind fromString(String name) {
-        return fromString(name, TelephonyTransferDestinationKind.class);
-    }
-
-    /**
-     * Gets known TelephonyTransferDestinationKind values.
-     *
-     * @return known TelephonyTransferDestinationKind values.
-     */
-    @Generated
-    public static Collection<TelephonyTransferDestinationKind> values() {
-        return values(TelephonyTransferDestinationKind.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferTarget.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferTarget.java
index acb8d647143a3..014c890eb80de 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferTarget.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyTransferTarget.java
@@ -32,24 +32,10 @@ public final class TelephonyTransferTarget implements JsonSerializable<Telephony
     private final String description;
 
     /*
-     * The provider-specific transfer destination.
+     * The shared typed address to transfer to. The selected provider validates supported destination types.
      */
     @Generated
-    private final TelephonyTransferDestination destination;
-
-    /**
-     * Creates an instance of TelephonyTransferTarget class.
-     *
-     * @param name the name value to set.
-     * @param description the description value to set.
-     * @param destination the destination value to set.
-     */
-    @Generated
-    public TelephonyTransferTarget(String name, String description, TelephonyTransferDestination destination) {
-        this.name = name;
-        this.description = description;
-        this.destination = destination;
-    }
+    private final TelephonyAddress destination;
 
     /**
      * Get the name property: The unique name exposed to the voice agent for this transfer target.
@@ -72,12 +58,13 @@ public String getDescription() {
     }
 
     /**
-     * Get the destination property: The provider-specific transfer destination.
+     * Get the destination property: The shared typed address to transfer to. The selected provider validates supported
+     * destination types.
      *
      * @return the destination value.
      */
     @Generated
-    public TelephonyTransferDestination getDestination() {
+    public TelephonyAddress getDestination() {
         return this.destination;
     }
 
@@ -108,7 +95,7 @@ public static TelephonyTransferTarget fromJson(JsonReader jsonReader) throws IOE
         return jsonReader.readObject(reader -> {
             String name = null;
             String description = null;
-            TelephonyTransferDestination destination = null;
+            TelephonyAddress destination = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
@@ -117,7 +104,7 @@ public static TelephonyTransferTarget fromJson(JsonReader jsonReader) throws IOE
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
                 } else if ("destination".equals(fieldName)) {
-                    destination = TelephonyTransferDestination.fromJson(reader);
+                    destination = TelephonyAddress.fromJson(reader);
                 } else {
                     reader.skipChildren();
                 }
@@ -125,4 +112,18 @@ public static TelephonyTransferTarget fromJson(JsonReader jsonReader) throws IOE
             return new TelephonyTransferTarget(name, description, destination);
         });
     }
+
+    /**
+     * Creates an instance of TelephonyTransferTarget class.
+     *
+     * @param name the name value to set.
+     * @param description the description value to set.
+     * @param destination the destination value to set.
+     */
+    @Generated
+    public TelephonyTransferTarget(String name, String description, TelephonyAddress destination) {
+        this.name = name;
+        this.description = description;
+        this.destination = destination;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolFunctionToolType1.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolFunctionToolType3.java
similarity index 62%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolFunctionToolType1.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolFunctionToolType3.java
index b4b9ba20c85e0..70580026dd425 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolFunctionToolType1.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/ToolFunctionToolType3.java
@@ -4,9 +4,9 @@
 package com.azure.ai.agents.models;
 
 /**
- * Defines values for ToolFunctionToolType1.
+ * Defines values for ToolFunctionToolType3.
  */
-enum ToolFunctionToolType1 {
+enum ToolFunctionToolType3 {
 
     /**
      * Enum value function.
@@ -14,26 +14,26 @@ enum ToolFunctionToolType1 {
     FUNCTION("function");
 
     /**
-     * The actual serialized value for a ToolFunctionToolType1 instance.
+     * The actual serialized value for a ToolFunctionToolType3 instance.
      */
     private final String value;
 
-    ToolFunctionToolType1(String value) {
+    ToolFunctionToolType3(String value) {
         this.value = value;
     }
 
     /**
-     * Parses a serialized value to a ToolFunctionToolType1 instance.
+     * Parses a serialized value to a ToolFunctionToolType3 instance.
      *
      * @param value the serialized value to parse.
-     * @return the parsed ToolFunctionToolType1 object, or null if unable to parse.
+     * @return the parsed ToolFunctionToolType3 object, or null if unable to parse.
      */
-    public static ToolFunctionToolType1 fromString(String value) {
+    public static ToolFunctionToolType3 fromString(String value) {
         if (value == null) {
             return null;
         }
-        ToolFunctionToolType1[] items = ToolFunctionToolType1.values();
-        for (ToolFunctionToolType1 item : items) {
+        ToolFunctionToolType3[] items = ToolFunctionToolType3.values();
+        for (ToolFunctionToolType3 item : items) {
             if (item.toString().equalsIgnoreCase(value)) {
                 return item;
             }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextInputTokenDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextInputTokenDetails.java
deleted file mode 100644
index e053d630314e2..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextInputTokenDetails.java
+++ /dev/null
@@ -1,100 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * The TranscriptTextInputTokenDetails model.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TranscriptTextInputTokenDetails implements JsonSerializable<TranscriptTextInputTokenDetails> {
-
-    /*
-     * The text_tokens property.
-     */
-    @Generated
-    private Long textTokens;
-
-    /*
-     * The audio_tokens property.
-     */
-    @Generated
-    private Long audioTokens;
-
-    /**
-     * Creates an instance of TranscriptTextInputTokenDetails class.
-     */
-    @Generated
-    private TranscriptTextInputTokenDetails() {
-    }
-
-    /**
-     * Get the textTokens property: The text_tokens property.
-     *
-     * @return the textTokens value.
-     */
-    @Generated
-    public Long getTextTokens() {
-        return this.textTokens;
-    }
-
-    /**
-     * Get the audioTokens property: The audio_tokens property.
-     *
-     * @return the audioTokens value.
-     */
-    @Generated
-    public Long getAudioTokens() {
-        return this.audioTokens;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeNumberField("text_tokens", this.textTokens);
-        jsonWriter.writeNumberField("audio_tokens", this.audioTokens);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of TranscriptTextInputTokenDetails from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of TranscriptTextInputTokenDetails if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the TranscriptTextInputTokenDetails.
-     */
-    @Generated
-    public static TranscriptTextInputTokenDetails fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            TranscriptTextInputTokenDetails deserializedTranscriptTextInputTokenDetails
-                = new TranscriptTextInputTokenDetails();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("text_tokens".equals(fieldName)) {
-                    deserializedTranscriptTextInputTokenDetails.textTokens = reader.getNullable(JsonReader::getLong);
-                } else if ("audio_tokens".equals(fieldName)) {
-                    deserializedTranscriptTextInputTokenDetails.audioTokens = reader.getNullable(JsonReader::getLong);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedTranscriptTextInputTokenDetails;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsage.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsage.java
deleted file mode 100644
index a277f86067edf..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsage.java
+++ /dev/null
@@ -1,109 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Token usage statistics for the request.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public class TranscriptTextUsage implements JsonSerializable<TranscriptTextUsage> {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private TranscriptTextUsageType type = TranscriptTextUsageType.fromString("TranscriptTextUsage");
-
-    /**
-     * Creates an instance of TranscriptTextUsage class.
-     */
-    @Generated
-    protected TranscriptTextUsage() {
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    public TranscriptTextUsageType getType() {
-        return this.type;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of TranscriptTextUsage from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of TranscriptTextUsage if the JsonReader was pointing to an instance of it, or null if it was
-     * pointing to JSON null.
-     * @throws IOException If an error occurs while reading the TranscriptTextUsage.
-     */
-    @Generated
-    public static TranscriptTextUsage fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String discriminatorValue = null;
-            try (JsonReader readerToUse = reader.bufferObject()) {
-                // Prepare for reading
-                readerToUse.nextToken();
-                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
-                    String fieldName = readerToUse.getFieldName();
-                    readerToUse.nextToken();
-                    if ("type".equals(fieldName)) {
-                        discriminatorValue = readerToUse.getString();
-                        break;
-                    } else {
-                        readerToUse.skipChildren();
-                    }
-                }
-                // Use the discriminator value to determine which subtype should be deserialized.
-                if ("duration".equals(discriminatorValue)) {
-                    return TranscriptTextUsageDuration.fromJson(readerToUse.reset());
-                } else if ("tokens".equals(discriminatorValue)) {
-                    return TranscriptTextUsageTokens.fromJson(readerToUse.reset());
-                } else {
-                    return fromJsonKnownDiscriminator(readerToUse.reset());
-                }
-            }
-        });
-    }
-
-    @Generated
-    static TranscriptTextUsage fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            TranscriptTextUsage deserializedTranscriptTextUsage = new TranscriptTextUsage();
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("type".equals(fieldName)) {
-                    deserializedTranscriptTextUsage.type = TranscriptTextUsageType.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return deserializedTranscriptTextUsage;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageDuration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageDuration.java
deleted file mode 100644
index b3071c9d1c6b9..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageDuration.java
+++ /dev/null
@@ -1,114 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-import java.time.Duration;
-
-/**
- * Duration Usage
- *
- * Usage statistics for models billed by audio input duration.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TranscriptTextUsageDuration extends TranscriptTextUsage {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private TranscriptTextUsageType type = TranscriptTextUsageType.DURATION;
-
-    /*
-     * Duration of the input audio in seconds.
-     */
-    @Generated
-    private final long duration;
-
-    /**
-     * Creates an instance of TranscriptTextUsageDuration class.
-     *
-     * @param duration the duration value to set.
-     */
-    @Generated
-    private TranscriptTextUsageDuration(Duration duration) {
-        if (duration == null) {
-            this.duration = 0L;
-        } else {
-            this.duration = duration.getSeconds();
-        }
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public TranscriptTextUsageType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the duration property: Duration of the input audio in seconds.
-     *
-     * @return the duration value.
-     */
-    @Generated
-    public Duration getDuration() {
-        return Duration.ofSeconds(this.duration);
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeLongField("seconds", this.duration);
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of TranscriptTextUsageDuration from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of TranscriptTextUsageDuration if the JsonReader was pointing to an instance of it, or null
-     * if it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the TranscriptTextUsageDuration.
-     */
-    @Generated
-    public static TranscriptTextUsageDuration fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            Duration duration = null;
-            TranscriptTextUsageType type = TranscriptTextUsageType.DURATION;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("seconds".equals(fieldName)) {
-                    duration = Duration.ofSeconds(reader.getLong());
-                } else if ("type".equals(fieldName)) {
-                    type = TranscriptTextUsageType.fromString(reader.getString());
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            TranscriptTextUsageDuration deserializedTranscriptTextUsageDuration
-                = new TranscriptTextUsageDuration(duration);
-            deserializedTranscriptTextUsageDuration.type = type;
-            return deserializedTranscriptTextUsageDuration;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageTokens.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageTokens.java
deleted file mode 100644
index e858459b941d1..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageTokens.java
+++ /dev/null
@@ -1,174 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * Token Usage
- *
- * Usage statistics for models billed by token usage.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TranscriptTextUsageTokens extends TranscriptTextUsage {
-
-    /*
-     * The type property.
-     */
-    @Generated
-    private TranscriptTextUsageType type = TranscriptTextUsageType.TOKENS;
-
-    /*
-     * Number of input tokens billed for this request.
-     */
-    @Generated
-    private final long inputTokens;
-
-    /*
-     * Details about the input tokens billed for this request.
-     */
-    @Generated
-    private TranscriptTextInputTokenDetails inputTokenDetails;
-
-    /*
-     * Number of output tokens generated.
-     */
-    @Generated
-    private final long outputTokens;
-
-    /*
-     * Total number of tokens used (input + output).
-     */
-    @Generated
-    private final long totalTokens;
-
-    /**
-     * Creates an instance of TranscriptTextUsageTokens class.
-     *
-     * @param inputTokens the inputTokens value to set.
-     * @param outputTokens the outputTokens value to set.
-     * @param totalTokens the totalTokens value to set.
-     */
-    @Generated
-    private TranscriptTextUsageTokens(long inputTokens, long outputTokens, long totalTokens) {
-        this.inputTokens = inputTokens;
-        this.outputTokens = outputTokens;
-        this.totalTokens = totalTokens;
-    }
-
-    /**
-     * Get the type property: The type property.
-     *
-     * @return the type value.
-     */
-    @Generated
-    @Override
-    public TranscriptTextUsageType getType() {
-        return this.type;
-    }
-
-    /**
-     * Get the inputTokens property: Number of input tokens billed for this request.
-     *
-     * @return the inputTokens value.
-     */
-    @Generated
-    public long getInputTokens() {
-        return this.inputTokens;
-    }
-
-    /**
-     * Get the inputTokenDetails property: Details about the input tokens billed for this request.
-     *
-     * @return the inputTokenDetails value.
-     */
-    @Generated
-    public TranscriptTextInputTokenDetails getInputTokenDetails() {
-        return this.inputTokenDetails;
-    }
-
-    /**
-     * Get the outputTokens property: Number of output tokens generated.
-     *
-     * @return the outputTokens value.
-     */
-    @Generated
-    public long getOutputTokens() {
-        return this.outputTokens;
-    }
-
-    /**
-     * Get the totalTokens property: Total number of tokens used (input + output).
-     *
-     * @return the totalTokens value.
-     */
-    @Generated
-    public long getTotalTokens() {
-        return this.totalTokens;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeLongField("input_tokens", this.inputTokens);
-        jsonWriter.writeLongField("output_tokens", this.outputTokens);
-        jsonWriter.writeLongField("total_tokens", this.totalTokens);
-        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
-        jsonWriter.writeJsonField("input_token_details", this.inputTokenDetails);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of TranscriptTextUsageTokens from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of TranscriptTextUsageTokens if the JsonReader was pointing to an instance of it, or null if
-     * it was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the TranscriptTextUsageTokens.
-     */
-    @Generated
-    public static TranscriptTextUsageTokens fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            long inputTokens = 0L;
-            long outputTokens = 0L;
-            long totalTokens = 0L;
-            TranscriptTextUsageType type = TranscriptTextUsageType.TOKENS;
-            TranscriptTextInputTokenDetails inputTokenDetails = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("input_tokens".equals(fieldName)) {
-                    inputTokens = reader.getLong();
-                } else if ("output_tokens".equals(fieldName)) {
-                    outputTokens = reader.getLong();
-                } else if ("total_tokens".equals(fieldName)) {
-                    totalTokens = reader.getLong();
-                } else if ("type".equals(fieldName)) {
-                    type = TranscriptTextUsageType.fromString(reader.getString());
-                } else if ("input_token_details".equals(fieldName)) {
-                    inputTokenDetails = TranscriptTextInputTokenDetails.fromJson(reader);
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            TranscriptTextUsageTokens deserializedTranscriptTextUsageTokens
-                = new TranscriptTextUsageTokens(inputTokens, outputTokens, totalTokens);
-            deserializedTranscriptTextUsageTokens.type = type;
-            deserializedTranscriptTextUsageTokens.inputTokenDetails = inputTokenDetails;
-            return deserializedTranscriptTextUsageTokens;
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageType.java
deleted file mode 100644
index c72d862bd7100..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptTextUsageType.java
+++ /dev/null
@@ -1,59 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for TranscriptTextUsageType.
- */
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TranscriptTextUsageType extends ExpandableStringEnum<TranscriptTextUsageType> {
-
-    /**
-     * Static value tokens for TranscriptTextUsageType.
-     */
-    @Generated
-    public static final TranscriptTextUsageType TOKENS = fromString("tokens");
-
-    /**
-     * Static value duration for TranscriptTextUsageType.
-     */
-    @Generated
-    public static final TranscriptTextUsageType DURATION = fromString("duration");
-
-    /**
-     * Creates a new instance of TranscriptTextUsageType value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public TranscriptTextUsageType() {
-    }
-
-    /**
-     * Creates or finds a TranscriptTextUsageType from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding TranscriptTextUsageType.
-     */
-    @Generated
-    public static TranscriptTextUsageType fromString(String name) {
-        return fromString(name, TranscriptTextUsageType.class);
-    }
-
-    /**
-     * Gets known TranscriptTextUsageType values.
-     *
-     * @return known TranscriptTextUsageType values.
-     */
-    @Generated
-    public static Collection<TranscriptTextUsageType> values() {
-        return values(TranscriptTextUsageType.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptionLanguage.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptionLanguage.java
deleted file mode 100644
index 513e649c333f2..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TranscriptionLanguage.java
+++ /dev/null
@@ -1,84 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
-import com.azure.json.JsonReader;
-import com.azure.json.JsonSerializable;
-import com.azure.json.JsonToken;
-import com.azure.json.JsonWriter;
-import java.io.IOException;
-
-/**
- * A language detected in transcribed audio.
- */
-@Immutable
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TranscriptionLanguage implements JsonSerializable<TranscriptionLanguage> {
-
-    /*
-     * The code of a language detected in the audio.
-     */
-    @Generated
-    private final String code;
-
-    /**
-     * Creates an instance of TranscriptionLanguage class.
-     *
-     * @param code the code value to set.
-     */
-    @Generated
-    private TranscriptionLanguage(String code) {
-        this.code = code;
-    }
-
-    /**
-     * Get the code property: The code of a language detected in the audio.
-     *
-     * @return the code value.
-     */
-    @Generated
-    public String getCode() {
-        return this.code;
-    }
-
-    /**
-     * {@inheritDoc}
-     */
-    @Generated
-    @Override
-    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
-        jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("code", this.code);
-        return jsonWriter.writeEndObject();
-    }
-
-    /**
-     * Reads an instance of TranscriptionLanguage from the JsonReader.
-     *
-     * @param jsonReader The JsonReader being read.
-     * @return An instance of TranscriptionLanguage if the JsonReader was pointing to an instance of it, or null if it
-     * was pointing to JSON null.
-     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the TranscriptionLanguage.
-     */
-    @Generated
-    public static TranscriptionLanguage fromJson(JsonReader jsonReader) throws IOException {
-        return jsonReader.readObject(reader -> {
-            String code = null;
-            while (reader.nextToken() != JsonToken.END_OBJECT) {
-                String fieldName = reader.getFieldName();
-                reader.nextToken();
-                if ("code".equals(fieldName)) {
-                    code = reader.getString();
-                } else {
-                    reader.skipChildren();
-                }
-            }
-            return new TranscriptionLanguage(code);
-        });
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TwilioTelephonyBinding.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TwilioTelephonyBinding.java
index ad6ea0054400d..89f3e034978c6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TwilioTelephonyBinding.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TwilioTelephonyBinding.java
@@ -4,8 +4,8 @@
 package com.azure.ai.agents.models;
 
 import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
-import com.azure.core.annotation.Immutable;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
@@ -14,7 +14,7 @@
 /**
  * A Twilio binding owned by a voice agent.
  */
-@Immutable
+@Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
 public final class TwilioTelephonyBinding extends TelephonyBinding {
 
@@ -30,22 +30,6 @@ public final class TwilioTelephonyBinding extends TelephonyBinding {
     @Generated
     private final String phoneNumber;
 
-    /**
-     * Creates an instance of TwilioTelephonyBinding class.
-     *
-     * @param id the id value to set.
-     * @param connectionName the connectionName value to set.
-     * @param status the status value to set.
-     * @param incomingCallUrl the incomingCallUrl value to set.
-     * @param phoneNumber the phoneNumber value to set.
-     */
-    @Generated
-    private TwilioTelephonyBinding(String id, String connectionName, TelephonyBindingStatus status,
-        String incomingCallUrl, String phoneNumber) {
-        super(id, connectionName, status, incomingCallUrl);
-        this.phoneNumber = phoneNumber;
-    }
-
     /**
      * Get the provider property: The telephony provider.
      *
@@ -74,10 +58,7 @@ public String getPhoneNumber() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("id", getId());
         jsonWriter.writeStringField("connection_name", getConnectionName());
-        jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().toString());
-        jsonWriter.writeStringField("incoming_call_url", getIncomingCallUrl());
         jsonWriter.writeStringField("label", getLabel());
         jsonWriter.writeStringField("phone_number", this.phoneNumber);
         jsonWriter.writeStringField("provider", this.provider == null ? null : this.provider.toString());
@@ -98,7 +79,6 @@ public static TwilioTelephonyBinding fromJson(JsonReader jsonReader) throws IOEx
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
-            TelephonyBindingStatus status = null;
             String incomingCallUrl = null;
             String label = null;
             String phoneNumber = null;
@@ -110,8 +90,6 @@ public static TwilioTelephonyBinding fromJson(JsonReader jsonReader) throws IOEx
                     id = reader.getString();
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = TelephonyBindingStatus.fromString(reader.getString());
                 } else if ("incoming_call_url".equals(fieldName)) {
                     incomingCallUrl = reader.getString();
                 } else if ("label".equals(fieldName)) {
@@ -125,10 +103,34 @@ public static TwilioTelephonyBinding fromJson(JsonReader jsonReader) throws IOEx
                 }
             }
             TwilioTelephonyBinding deserializedTwilioTelephonyBinding
-                = new TwilioTelephonyBinding(id, connectionName, status, incomingCallUrl, phoneNumber);
+                = new TwilioTelephonyBinding(connectionName, phoneNumber);
+            deserializedTwilioTelephonyBinding.setId(id);
+            deserializedTwilioTelephonyBinding.setIncomingCallUrl(incomingCallUrl);
             deserializedTwilioTelephonyBinding.setLabel(label);
             deserializedTwilioTelephonyBinding.provider = provider;
             return deserializedTwilioTelephonyBinding;
         });
     }
+
+    /**
+     * Creates an instance of TwilioTelephonyBinding class.
+     *
+     * @param connectionName the connectionName value to set.
+     * @param phoneNumber the phoneNumber value to set.
+     */
+    @Generated
+    public TwilioTelephonyBinding(String connectionName, String phoneNumber) {
+        super(connectionName);
+        this.phoneNumber = phoneNumber;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public TwilioTelephonyBinding setLabel(String label) {
+        super.setLabel(label);
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TwilioTelephonyBindingListItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TwilioTelephonyBindingListItem.java
index 4b5a74cee9808..77c6f0323945d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TwilioTelephonyBindingListItem.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TwilioTelephonyBindingListItem.java
@@ -30,22 +30,6 @@ public final class TwilioTelephonyBindingListItem extends TelephonyBindingListIt
     @Generated
     private final String phoneNumber;
 
-    /**
-     * Creates an instance of TwilioTelephonyBindingListItem class.
-     *
-     * @param id the id value to set.
-     * @param connectionName the connectionName value to set.
-     * @param status the status value to set.
-     * @param incomingCallUrl the incomingCallUrl value to set.
-     * @param phoneNumber the phoneNumber value to set.
-     */
-    @Generated
-    private TwilioTelephonyBindingListItem(String id, String connectionName, TelephonyBindingStatus status,
-        String incomingCallUrl, String phoneNumber) {
-        super(id, connectionName, status, incomingCallUrl);
-        this.phoneNumber = phoneNumber;
-    }
-
     /**
      * Get the provider property: The telephony provider.
      *
@@ -76,7 +60,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("id", getId());
         jsonWriter.writeStringField("connection_name", getConnectionName());
-        jsonWriter.writeStringField("status", getStatus() == null ? null : getStatus().toString());
         jsonWriter.writeStringField("incoming_call_url", getIncomingCallUrl());
         jsonWriter.writeStringField("label", getLabel());
         jsonWriter.writeStringField("phone_number", this.phoneNumber);
@@ -98,7 +81,6 @@ public static TwilioTelephonyBindingListItem fromJson(JsonReader jsonReader) thr
         return jsonReader.readObject(reader -> {
             String id = null;
             String connectionName = null;
-            TelephonyBindingStatus status = null;
             String incomingCallUrl = null;
             String eTag = null;
             String label = null;
@@ -111,8 +93,6 @@ public static TwilioTelephonyBindingListItem fromJson(JsonReader jsonReader) thr
                     id = reader.getString();
                 } else if ("connection_name".equals(fieldName)) {
                     connectionName = reader.getString();
-                } else if ("status".equals(fieldName)) {
-                    status = TelephonyBindingStatus.fromString(reader.getString());
                 } else if ("incoming_call_url".equals(fieldName)) {
                     incomingCallUrl = reader.getString();
                 } else if ("etag".equals(fieldName)) {
@@ -128,11 +108,26 @@ public static TwilioTelephonyBindingListItem fromJson(JsonReader jsonReader) thr
                 }
             }
             TwilioTelephonyBindingListItem deserializedTwilioTelephonyBindingListItem
-                = new TwilioTelephonyBindingListItem(id, connectionName, status, incomingCallUrl, phoneNumber);
+                = new TwilioTelephonyBindingListItem(id, connectionName, incomingCallUrl, phoneNumber);
             deserializedTwilioTelephonyBindingListItem.setETag(eTag);
             deserializedTwilioTelephonyBindingListItem.setLabel(label);
             deserializedTwilioTelephonyBindingListItem.provider = provider;
             return deserializedTwilioTelephonyBindingListItem;
         });
     }
+
+    /**
+     * Creates an instance of TwilioTelephonyBindingListItem class.
+     *
+     * @param id the id value to set.
+     * @param connectionName the connectionName value to set.
+     * @param incomingCallUrl the incomingCallUrl value to set.
+     * @param phoneNumber the phoneNumber value to set.
+     */
+    @Generated
+    private TwilioTelephonyBindingListItem(String id, String connectionName, String incomingCallUrl,
+        String phoneNumber) {
+        super(id, connectionName, incomingCallUrl);
+        this.phoneNumber = phoneNumber;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java
index 43122499052ea..50d14000240c3 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/UpdateTelephonyBindingInput.java
@@ -25,27 +25,20 @@
 public final class UpdateTelephonyBindingInput implements JsonSerializable<UpdateTelephonyBindingInput> {
 
     /*
-     * The new lifecycle status.
-     */
-    @Generated
-    private TelephonyBindingStatus status;
-
-    /*
-     * The replacement display label. Omit it to preserve the current value; use null to clear it.
+     * Replacement label: omit to preserve, null/blank to clear. Trimmed before length validation.
      */
     @Generated
     private String label;
 
     /*
-     * The replacement Foundry connection name. This property is valid for Teams Phone extensibility and SIP bindings; a
-     * Twilio binding's connection is immutable.
+     * Replacement same-project connection for Teams or SIP (SipInbound only); immutable for Twilio. Null/blank names
+     * are invalid.
      */
     @Generated
     private String connectionName;
 
     /*
-     * The replacement Teams Phone extensibility or SIP display phone number. Omit it to preserve the current value; use
-     * null to clear it. This property is valid only for Teams Phone extensibility and SIP bindings.
+     * Teams/SIP display number, not SIP routing. Omit to preserve; null/empty/blank clears. Unsupported for Twilio.
      */
     @Generated
     private String phoneNumber;
@@ -90,31 +83,8 @@ public UpdateTelephonyBindingInput() {
     }
 
     /**
-     * Get the status property: The new lifecycle status.
-     *
-     * @return the status value.
-     */
-    @Generated
-    public TelephonyBindingStatus getStatus() {
-        return this.status;
-    }
-
-    /**
-     * Set the status property: The new lifecycle status.
-     *
-     * @param status the status value to set.
-     * @return the UpdateTelephonyBindingInput object itself.
-     */
-    @Generated
-    public UpdateTelephonyBindingInput setStatus(TelephonyBindingStatus status) {
-        this.status = status;
-        this.updatedProperties.add("status");
-        return this;
-    }
-
-    /**
-     * Get the label property: The replacement display label. Omit it to preserve the current value; use null to clear
-     * it.
+     * Get the label property: Replacement label: omit to preserve, null/blank to clear. Trimmed before length
+     * validation.
      *
      * @return the label value.
      */
@@ -124,8 +94,8 @@ public String getLabel() {
     }
 
     /**
-     * Set the label property: The replacement display label. Omit it to preserve the current value; use null to clear
-     * it.
+     * Set the label property: Replacement label: omit to preserve, null/blank to clear. Trimmed before length
+     * validation.
      *
      * @param label the label value to set.
      * @return the UpdateTelephonyBindingInput object itself.
@@ -138,8 +108,8 @@ public UpdateTelephonyBindingInput setLabel(String label) {
     }
 
     /**
-     * Get the connectionName property: The replacement Foundry connection name. This property is valid for Teams Phone
-     * extensibility and SIP bindings; a Twilio binding's connection is immutable.
+     * Get the connectionName property: Replacement same-project connection for Teams or SIP (SipInbound only);
+     * immutable for Twilio. Null/blank names are invalid.
      *
      * @return the connectionName value.
      */
@@ -149,8 +119,8 @@ public String getConnectionName() {
     }
 
     /**
-     * Set the connectionName property: The replacement Foundry connection name. This property is valid for Teams Phone
-     * extensibility and SIP bindings; a Twilio binding's connection is immutable.
+     * Set the connectionName property: Replacement same-project connection for Teams or SIP (SipInbound only);
+     * immutable for Twilio. Null/blank names are invalid.
      *
      * @param connectionName the connectionName value to set.
      * @return the UpdateTelephonyBindingInput object itself.
@@ -163,9 +133,8 @@ public UpdateTelephonyBindingInput setConnectionName(String connectionName) {
     }
 
     /**
-     * Get the phoneNumber property: The replacement Teams Phone extensibility or SIP display phone number. Omit it to
-     * preserve the current value; use null to clear it. This property is valid only for Teams Phone extensibility and
-     * SIP bindings.
+     * Get the phoneNumber property: Teams/SIP display number, not SIP routing. Omit to preserve; null/empty/blank
+     * clears. Unsupported for Twilio.
      *
      * @return the phoneNumber value.
      */
@@ -175,9 +144,8 @@ public String getPhoneNumber() {
     }
 
     /**
-     * Set the phoneNumber property: The replacement Teams Phone extensibility or SIP display phone number. Omit it to
-     * preserve the current value; use null to clear it. This property is valid only for Teams Phone extensibility and
-     * SIP bindings.
+     * Set the phoneNumber property: Teams/SIP display number, not SIP routing. Omit to preserve; null/empty/blank
+     * clears. Unsupported for Twilio.
      *
      * @param phoneNumber the phoneNumber value to set.
      * @return the UpdateTelephonyBindingInput object itself.
@@ -199,7 +167,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             return toJsonMergePatch(jsonWriter);
         } else {
             jsonWriter.writeStartObject();
-            jsonWriter.writeStringField("status", this.status == null ? null : this.status.toString());
             jsonWriter.writeStringField("label", this.label);
             jsonWriter.writeStringField("connection_name", this.connectionName);
             jsonWriter.writeStringField("phone_number", this.phoneNumber);
@@ -212,13 +179,6 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     private JsonWriter toJsonMergePatch(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        if (updatedProperties.contains("status")) {
-            if (this.status == null) {
-                jsonWriter.writeNullField("status");
-            } else {
-                jsonWriter.writeStringField("status", this.status.toString());
-            }
-        }
         if (updatedProperties.contains("label")) {
             if (this.label == null) {
                 jsonWriter.writeNullField("label");
@@ -266,10 +226,7 @@ public static UpdateTelephonyBindingInput fromJson(JsonReader jsonReader) throws
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
-                if ("status".equals(fieldName)) {
-                    deserializedUpdateTelephonyBindingInput.status
-                        = TelephonyBindingStatus.fromString(reader.getString());
-                } else if ("label".equals(fieldName)) {
+                if ("label".equals(fieldName)) {
                     deserializedUpdateTelephonyBindingInput.label = reader.getString();
                 } else if ("connection_name".equals(fieldName)) {
                     deserializedUpdateTelephonyBindingInput.connectionName = reader.getString();
@@ -287,13 +244,15 @@ public static UpdateTelephonyBindingInput fromJson(JsonReader jsonReader) throws
     }
 
     /*
-     * SIP only. Omit to preserve the restriction; send [] to allow any caller.
+     * SIP caller restrictions: omit to preserve, [] to clear; null is invalid. Network restrictions belong to the
+     * connection.
      */
     @Generated
     private List<String> allowedCallingNumbers;
 
     /**
-     * Get the allowedCallingNumbers property: SIP only. Omit to preserve the restriction; send [] to allow any caller.
+     * Get the allowedCallingNumbers property: SIP caller restrictions: omit to preserve, [] to clear; null is invalid.
+     * Network restrictions belong to the connection.
      *
      * @return the allowedCallingNumbers value.
      */
@@ -303,7 +262,8 @@ public List<String> getAllowedCallingNumbers() {
     }
 
     /**
-     * Set the allowedCallingNumbers property: SIP only. Omit to preserve the restriction; send [] to allow any caller.
+     * Set the allowedCallingNumbers property: SIP caller restrictions: omit to preserve, [] to clear; null is invalid.
+     * Network restrictions belong to the connection.
      *
      * @param allowedCallingNumbers the allowedCallingNumbers value to set.
      * @return the UpdateTelephonyBindingInput object itself.
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java
index d53a351260ad6..daa58f4605d08 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java
@@ -3,13 +3,16 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
+import com.openai.models.realtime.RealtimeAudioFormats;
 import java.io.IOException;
 
 /**
@@ -23,7 +26,7 @@ public final class VoiceAgentAudioInputConfiguration implements JsonSerializable
      * The input audio format.
      */
     @Generated
-    private RealtimeAudioFormat format;
+    private RealtimeAudioFormats format;
 
     /*
      * Input noise reduction. Set to null to disable.
@@ -63,22 +66,10 @@ public VoiceAgentAudioInputConfiguration() {
      * @return the format value.
      */
     @Generated
-    public RealtimeAudioFormat getFormat() {
+    public RealtimeAudioFormats getFormat() {
         return this.format;
     }
 
-    /**
-     * Set the format property: The input audio format.
-     *
-     * @param format the format value to set.
-     * @return the VoiceAgentAudioInputConfiguration object itself.
-     */
-    @Generated
-    public VoiceAgentAudioInputConfiguration setFormat(RealtimeAudioFormat format) {
-        this.format = format;
-        return this;
-    }
-
     /**
      * Get the noiseReduction property: Input noise reduction. Set to null to disable.
      *
@@ -172,11 +163,14 @@ public VoiceAgentAudioInputConfiguration setTranscription(VoiceAgentInputTranscr
     /**
      * {@inheritDoc}
      */
-    @Generated
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        // AI Tooling: openai-java de-dup
         jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("format", this.format);
+        if (this.format != null) {
+            jsonWriter.writeFieldName("format");
+            OpenAIJsonHelper.toBinaryData(this.format).writeTo(jsonWriter);
+        }
         jsonWriter.writeJsonField("noise_reduction", this.noiseReduction);
         jsonWriter.writeJsonField("turn_detection", this.turnDetection);
         jsonWriter.writeJsonField("echo_cancellation", this.echoCancellation);
@@ -192,8 +186,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * null if it was pointing to JSON null.
      * @throws IOException If an error occurs while reading the VoiceAgentAudioInputConfiguration.
      */
-    @Generated
     public static VoiceAgentAudioInputConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: openai-java de-dup
         return jsonReader.readObject(reader -> {
             VoiceAgentAudioInputConfiguration deserializedVoiceAgentAudioInputConfiguration
                 = new VoiceAgentAudioInputConfiguration();
@@ -201,7 +195,10 @@ public static VoiceAgentAudioInputConfiguration fromJson(JsonReader jsonReader)
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("format".equals(fieldName)) {
-                    deserializedVoiceAgentAudioInputConfiguration.format = RealtimeAudioFormat.fromJson(reader);
+                    BinaryData formatData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    deserializedVoiceAgentAudioInputConfiguration.format
+                        = OpenAIJsonHelper.fromBinaryData(formatData, RealtimeAudioFormats.class);
                 } else if ("noise_reduction".equals(fieldName)) {
                     deserializedVoiceAgentAudioInputConfiguration.noiseReduction
                         = VoiceAgentNoiseReduction.fromJson(reader);
@@ -221,4 +218,16 @@ public static VoiceAgentAudioInputConfiguration fromJson(JsonReader jsonReader)
             return deserializedVoiceAgentAudioInputConfiguration;
         });
     }
+
+    /**
+     * Set the format property: The input audio format.
+     *
+     * @param format the format value to set.
+     * @return the VoiceAgentAudioInputConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentAudioInputConfiguration setFormat(RealtimeAudioFormats format) {
+        this.format = format;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java
index 3b310afba2bdc..2d236495e7604 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java
@@ -3,12 +3,15 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
+import com.openai.models.realtime.RealtimeAudioFormats;
 import java.io.IOException;
 import java.util.List;
 
@@ -24,7 +27,7 @@ public final class VoiceAgentAudioOutputConfiguration extends VoiceAgentVoiceCon
      * The output audio format. Applies to every `voice_type` and defaults to 24 kHz PCM.
      */
     @Generated
-    private RealtimeAudioFormat format;
+    private RealtimeAudioFormats format;
 
     /*
      * Timestamp kinds to include with output audio. Applies to every `voice_type`.
@@ -45,22 +48,10 @@ public VoiceAgentAudioOutputConfiguration() {
      * @return the format value.
      */
     @Generated
-    public RealtimeAudioFormat getFormat() {
+    public RealtimeAudioFormats getFormat() {
         return this.format;
     }
 
-    /**
-     * Set the format property: The output audio format. Applies to every `voice_type` and defaults to 24 kHz PCM.
-     *
-     * @param format the format value to set.
-     * @return the VoiceAgentAudioOutputConfiguration object itself.
-     */
-    @Generated
-    public VoiceAgentAudioOutputConfiguration setFormat(RealtimeAudioFormat format) {
-        this.format = format;
-        return this;
-    }
-
     /**
      * {@inheritDoc}
      */
@@ -219,9 +210,9 @@ public List<VoiceAgentAudioTimestampType> getOutputAudioTimestampTypes() {
     /**
      * {@inheritDoc}
      */
-    @Generated
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        // AI Tooling: openai-java de-dup
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("voice", getVoice());
         jsonWriter.writeStringField("voice_type", getVoiceType() == null ? null : getVoiceType().toString());
@@ -237,7 +228,10 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStringField("volume", getVolume());
         jsonWriter.writeStringField("custom_voice_endpoint_id", getCustomVoiceEndpointId());
         jsonWriter.writeStringField("personal_voice_model", getPersonalVoiceModel());
-        jsonWriter.writeJsonField("format", this.format);
+        if (this.format != null) {
+            jsonWriter.writeFieldName("format");
+            OpenAIJsonHelper.toBinaryData(this.format).writeTo(jsonWriter);
+        }
         jsonWriter.writeArrayField("output_audio_timestamp_types", this.outputAudioTimestampTypes,
             (writer, element) -> writer.writeString(element == null ? null : element.toString()));
         return jsonWriter.writeEndObject();
@@ -251,8 +245,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * null if it was pointing to JSON null.
      * @throws IOException If an error occurs while reading the VoiceAgentAudioOutputConfiguration.
      */
-    @Generated
     public static VoiceAgentAudioOutputConfiguration fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: openai-java de-dup
         return jsonReader.readObject(reader -> {
             VoiceAgentAudioOutputConfiguration deserializedVoiceAgentAudioOutputConfiguration
                 = new VoiceAgentAudioOutputConfiguration();
@@ -289,7 +283,10 @@ public static VoiceAgentAudioOutputConfiguration fromJson(JsonReader jsonReader)
                 } else if ("personal_voice_model".equals(fieldName)) {
                     deserializedVoiceAgentAudioOutputConfiguration.setPersonalVoiceModel(reader.getString());
                 } else if ("format".equals(fieldName)) {
-                    deserializedVoiceAgentAudioOutputConfiguration.format = RealtimeAudioFormat.fromJson(reader);
+                    BinaryData formatData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    deserializedVoiceAgentAudioOutputConfiguration.format
+                        = OpenAIJsonHelper.fromBinaryData(formatData, RealtimeAudioFormats.class);
                 } else if ("output_audio_timestamp_types".equals(fieldName)) {
                     List<VoiceAgentAudioTimestampType> outputAudioTimestampTypes
                         = reader.readArray(reader1 -> VoiceAgentAudioTimestampType.fromString(reader1.getString()));
@@ -302,4 +299,16 @@ public static VoiceAgentAudioOutputConfiguration fromJson(JsonReader jsonReader)
             return deserializedVoiceAgentAudioOutputConfiguration;
         });
     }
+
+    /**
+     * Set the format property: The output audio format. Applies to every `voice_type` and defaults to 24 kHz PCM.
+     *
+     * @param format the format value to set.
+     * @return the VoiceAgentAudioOutputConfiguration object itself.
+     */
+    @Generated
+    public VoiceAgentAudioOutputConfiguration setFormat(RealtimeAudioFormats format) {
+        this.format = format;
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentBaseDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentBaseDefinition.java
new file mode 100644
index 0000000000000..fecacdebcd6a5
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentBaseDefinition.java
@@ -0,0 +1,243 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * Shared voice-agent settings; protocol-specific fields remain flat on each subtype.
+ * Creates and updates produce immutable versions. Each version selects its own protocol, so a new version can switch
+ * between Realtime and Live.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public class VoiceAgentBaseDefinition extends AgentDefinition {
+
+    /*
+     * The kind property.
+     */
+    @Generated
+    private final AgentKind kind = AgentKind.VOICE;
+
+    /*
+     * The voice protocol for this agent version. Null and unknown values are invalid.
+     */
+    @Generated
+    private VoiceAgentSubProtocol subProtocol;
+
+    /*
+     * Frontend instructions, templated with structured_inputs. Backend instructions belong in delegation.responses.
+     */
+    @Generated
+    private String instructions;
+
+    /*
+     * Template inputs for session instructions and supported greetings.
+     */
+    @Generated
+    private Map<String, StructuredInputDefinition> structuredInputs;
+
+    /*
+     * Persists conversation content and audio in Foundry, not native Live recordings. Defaults to false.
+     */
+    @Generated
+    private Boolean store;
+
+    /**
+     * Creates an instance of VoiceAgentBaseDefinition class.
+     */
+    @Generated
+    protected VoiceAgentBaseDefinition() {
+    }
+
+    /**
+     * Get the kind property: The kind property.
+     *
+     * @return the kind value.
+     */
+    @Generated
+    @Override
+    public AgentKind getKind() {
+        return this.kind;
+    }
+
+    /**
+     * Get the subProtocol property: The voice protocol for this agent version. Null and unknown values are invalid.
+     *
+     * @return the subProtocol value.
+     */
+    @Generated
+    public VoiceAgentSubProtocol getSubProtocol() {
+        return this.subProtocol;
+    }
+
+    /**
+     * Get the instructions property: Frontend instructions, templated with structured_inputs. Backend instructions
+     * belong in delegation.responses.
+     *
+     * @return the instructions value.
+     */
+    @Generated
+    public String getInstructions() {
+        return this.instructions;
+    }
+
+    /**
+     * Set the instructions property: Frontend instructions, templated with structured_inputs. Backend instructions
+     * belong in delegation.responses.
+     *
+     * @param instructions the instructions value to set.
+     * @return the VoiceAgentBaseDefinition object itself.
+     */
+    @Generated
+    public VoiceAgentBaseDefinition setInstructions(String instructions) {
+        this.instructions = instructions;
+        return this;
+    }
+
+    /**
+     * Get the structuredInputs property: Template inputs for session instructions and supported greetings.
+     *
+     * @return the structuredInputs value.
+     */
+    @Generated
+    public Map<String, StructuredInputDefinition> getStructuredInputs() {
+        return this.structuredInputs;
+    }
+
+    /**
+     * Set the structuredInputs property: Template inputs for session instructions and supported greetings.
+     *
+     * @param structuredInputs the structuredInputs value to set.
+     * @return the VoiceAgentBaseDefinition object itself.
+     */
+    @Generated
+    public VoiceAgentBaseDefinition setStructuredInputs(Map<String, StructuredInputDefinition> structuredInputs) {
+        this.structuredInputs = structuredInputs;
+        return this;
+    }
+
+    /**
+     * Get the store property: Persists conversation content and audio in Foundry, not native Live recordings. Defaults
+     * to false.
+     *
+     * @return the store value.
+     */
+    @Generated
+    public Boolean isStore() {
+        return this.store;
+    }
+
+    /**
+     * Set the store property: Persists conversation content and audio in Foundry, not native Live recordings. Defaults
+     * to false.
+     *
+     * @param store the store value to set.
+     * @return the VoiceAgentBaseDefinition object itself.
+     */
+    @Generated
+    public VoiceAgentBaseDefinition setStore(Boolean store) {
+        this.store = store;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentBaseDefinition setRaiConfig(RaiConfig raiConfig) {
+        super.setRaiConfig(raiConfig);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
+        jsonWriter.writeJsonField("rai_config", getRaiConfig());
+        jsonWriter.writeStringField("sub_protocol", this.subProtocol == null ? null : this.subProtocol.toString());
+        jsonWriter.writeStringField("instructions", this.instructions);
+        jsonWriter.writeMapField("structured_inputs", this.structuredInputs,
+            (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeBooleanField("store", this.store);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentBaseDefinition from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentBaseDefinition if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentBaseDefinition.
+     */
+    @Generated
+    public static VoiceAgentBaseDefinition fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String discriminatorValue = null;
+            try (JsonReader readerToUse = reader.bufferObject()) {
+                // Prepare for reading
+                readerToUse.nextToken();
+                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
+                    String fieldName = readerToUse.getFieldName();
+                    readerToUse.nextToken();
+                    if ("sub_protocol".equals(fieldName)) {
+                        discriminatorValue = readerToUse.getString();
+                        break;
+                    } else {
+                        readerToUse.skipChildren();
+                    }
+                }
+                // Use the discriminator value to determine which subtype should be deserialized.
+                if ("realtime".equals(discriminatorValue)) {
+                    return VoiceAgentDefinition.fromJson(readerToUse.reset());
+                } else if ("live".equals(discriminatorValue)) {
+                    return VoiceAgentLiveDefinition.fromJson(readerToUse.reset());
+                } else {
+                    return fromJsonKnownDiscriminator(readerToUse.reset());
+                }
+            }
+        });
+    }
+
+    @Generated
+    static VoiceAgentBaseDefinition fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentBaseDefinition deserializedVoiceAgentBaseDefinition = new VoiceAgentBaseDefinition();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("rai_config".equals(fieldName)) {
+                    deserializedVoiceAgentBaseDefinition.setRaiConfig(RaiConfig.fromJson(reader));
+                } else if ("sub_protocol".equals(fieldName)) {
+                    deserializedVoiceAgentBaseDefinition.subProtocol
+                        = VoiceAgentSubProtocol.fromString(reader.getString());
+                } else if ("instructions".equals(fieldName)) {
+                    deserializedVoiceAgentBaseDefinition.instructions = reader.getString();
+                } else if ("structured_inputs".equals(fieldName)) {
+                    Map<String, StructuredInputDefinition> structuredInputs
+                        = reader.readMap(reader1 -> StructuredInputDefinition.fromJson(reader1));
+                    deserializedVoiceAgentBaseDefinition.structuredInputs = structuredInputs;
+                } else if ("store".equals(fieldName)) {
+                    deserializedVoiceAgentBaseDefinition.store = reader.getNullable(JsonReader::getBoolean);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentBaseDefinition;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentCollectDtmfSystemTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentCollectDtmfSystemTool.java
new file mode 100644
index 0000000000000..95e0f62710328
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentCollectDtmfSystemTool.java
@@ -0,0 +1,133 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * Collects keypad digits on the current call.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentCollectDtmfSystemTool extends VoiceAgentSystemTool {
+
+    /*
+     * The tool kind.
+     */
+    @Generated
+    private final VoiceAgentToolType type = VoiceAgentToolType.SYSTEM;
+
+    /*
+     * The service-managed control action. Known values are stable; additional values may be added over time.
+     */
+    @Generated
+    private VoiceAgentSystemToolName name = VoiceAgentSystemToolName.COLLECT_DTMF;
+
+    /**
+     * Creates an instance of VoiceAgentCollectDtmfSystemTool class.
+     */
+    @Generated
+    public VoiceAgentCollectDtmfSystemTool() {
+    }
+
+    /**
+     * Get the type property: The tool kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The service-managed control action. Known values are stable; additional values may be
+     * added over time.
+     *
+     * @return the name value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSystemToolName getName() {
+        return this.name;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentCollectDtmfSystemTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("description", getDescription());
+        if (getTimeout() != null) {
+            jsonWriter.writeNumberField("timeout_seconds", getTimeout().getSeconds());
+        }
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentCollectDtmfSystemTool from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentCollectDtmfSystemTool if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentCollectDtmfSystemTool.
+     */
+    @Generated
+    public static VoiceAgentCollectDtmfSystemTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentCollectDtmfSystemTool deserializedVoiceAgentCollectDtmfSystemTool
+                = new VoiceAgentCollectDtmfSystemTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("description".equals(fieldName)) {
+                    deserializedVoiceAgentCollectDtmfSystemTool.setDescription(reader.getString());
+                } else if ("timeout_seconds".equals(fieldName)) {
+                    Long timeoutHolder = reader.getNullable(JsonReader::getLong);
+                    if (timeoutHolder != null) {
+                        deserializedVoiceAgentCollectDtmfSystemTool.setTimeout(Duration.ofSeconds(timeoutHolder));
+                    }
+                } else if ("name".equals(fieldName)) {
+                    deserializedVoiceAgentCollectDtmfSystemTool.name
+                        = VoiceAgentSystemToolName.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentCollectDtmfSystemTool;
+        });
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentCollectDtmfSystemTool setTimeout(Duration timeout) {
+        super.setTimeout(timeout);
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentCollectSmsSystemTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentCollectSmsSystemTool.java
new file mode 100644
index 0000000000000..2144fa46a21fe
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentCollectSmsSystemTool.java
@@ -0,0 +1,133 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * Collects one complete SMS from an explicitly selected sender.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentCollectSmsSystemTool extends VoiceAgentSystemTool {
+
+    /*
+     * The tool kind.
+     */
+    @Generated
+    private final VoiceAgentToolType type = VoiceAgentToolType.SYSTEM;
+
+    /*
+     * The service-managed control action. Known values are stable; additional values may be added over time.
+     */
+    @Generated
+    private VoiceAgentSystemToolName name = VoiceAgentSystemToolName.COLLECT_SMS;
+
+    /**
+     * Creates an instance of VoiceAgentCollectSmsSystemTool class.
+     */
+    @Generated
+    public VoiceAgentCollectSmsSystemTool() {
+    }
+
+    /**
+     * Get the type property: The tool kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The service-managed control action. Known values are stable; additional values may be
+     * added over time.
+     *
+     * @return the name value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSystemToolName getName() {
+        return this.name;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentCollectSmsSystemTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("description", getDescription());
+        if (getTimeout() != null) {
+            jsonWriter.writeNumberField("timeout_seconds", getTimeout().getSeconds());
+        }
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentCollectSmsSystemTool from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentCollectSmsSystemTool if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentCollectSmsSystemTool.
+     */
+    @Generated
+    public static VoiceAgentCollectSmsSystemTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentCollectSmsSystemTool deserializedVoiceAgentCollectSmsSystemTool
+                = new VoiceAgentCollectSmsSystemTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("description".equals(fieldName)) {
+                    deserializedVoiceAgentCollectSmsSystemTool.setDescription(reader.getString());
+                } else if ("timeout_seconds".equals(fieldName)) {
+                    Long timeoutHolder = reader.getNullable(JsonReader::getLong);
+                    if (timeoutHolder != null) {
+                        deserializedVoiceAgentCollectSmsSystemTool.setTimeout(Duration.ofSeconds(timeoutHolder));
+                    }
+                } else if ("name".equals(fieldName)) {
+                    deserializedVoiceAgentCollectSmsSystemTool.name
+                        = VoiceAgentSystemToolName.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentCollectSmsSystemTool;
+        });
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentCollectSmsSystemTool setTimeout(Duration timeout) {
+        super.setTimeout(timeout);
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
index b12034874819f..f6f5a534f1bf2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java
@@ -21,13 +21,13 @@
  */
 @Fluent
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class VoiceAgentDefinition extends AgentDefinition {
+public final class VoiceAgentDefinition extends VoiceAgentBaseDefinition {
 
     /*
      * The kind property.
      */
     @Generated
-    private AgentKind kind = AgentKind.VOICE;
+    private final AgentKind kind = AgentKind.VOICE;
 
     /*
      * How the model backing this voice agent is served. Required with `model` for a model-backed voice agent and
@@ -54,13 +54,6 @@ public final class VoiceAgentDefinition extends AgentDefinition {
     @Generated
     private VoiceConversationEngine conversationEngine;
 
-    /*
-     * A system (or developer) message inserted into the model's context. Supports template substitution via
-     * `structured_inputs`, rendered per session before the live session starts.
-     */
-    @Generated
-    private String instructions;
-
     /*
      * Optional session-start greeting. Template mode speaks exact rendered text; LLM-generated mode asks the session
      * model to author the opening response and may use configured tools.
@@ -128,25 +121,6 @@ public final class VoiceAgentDefinition extends AgentDefinition {
     @Generated
     private Boolean parallelToolCalls;
 
-    /*
-     * Set of structured inputs that participate in prompt template substitution, rendered per session before the live
-     * session starts.
-     */
-    @Generated
-    private Map<String, StructuredInputDefinition> structuredInputs;
-
-    /*
-     * Whether conversations with this agent are persisted. A single, all-or-nothing persistence switch that defaults to
-     * `false` (privacy-safe: off by default). When `true`, Foundry persists the full conversation — the
-     * transcript/event
-     * timeline and raw audio. When `false`, nothing is persisted and no conversation is surfaced. There is no separate
-     * audio-logging control; audio is persisted only as part of this switch. Latency/performance telemetry (e.g.
-     * time-to-first-audio, inter-token latency, interruption) is observability-only (customer trace / App Insights) and
-     * is not part of the persisted conversation content.
-     */
-    @Generated
-    private Boolean store;
-
     /**
      * Creates an instance of VoiceAgentDefinition class.
      */
@@ -246,26 +220,12 @@ public VoiceAgentDefinition setConversationEngine(VoiceConversationEngine conver
     }
 
     /**
-     * Get the instructions property: A system (or developer) message inserted into the model's context. Supports
-     * template substitution via `structured_inputs`, rendered per session before the live session starts.
-     *
-     * @return the instructions value.
-     */
-    @Generated
-    public String getInstructions() {
-        return this.instructions;
-    }
-
-    /**
-     * Set the instructions property: A system (or developer) message inserted into the model's context. Supports
-     * template substitution via `structured_inputs`, rendered per session before the live session starts.
-     *
-     * @param instructions the instructions value to set.
-     * @return the VoiceAgentDefinition object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentDefinition setInstructions(String instructions) {
-        this.instructions = instructions;
+        super.setInstructions(instructions);
         return this;
     }
 
@@ -460,62 +420,22 @@ public VoiceAgentDefinition setParallelToolCalls(Boolean parallelToolCalls) {
     }
 
     /**
-     * Get the structuredInputs property: Set of structured inputs that participate in prompt template substitution,
-     * rendered per session before the live session starts.
-     *
-     * @return the structuredInputs value.
-     */
-    @Generated
-    public Map<String, StructuredInputDefinition> getStructuredInputs() {
-        return this.structuredInputs;
-    }
-
-    /**
-     * Set the structuredInputs property: Set of structured inputs that participate in prompt template substitution,
-     * rendered per session before the live session starts.
-     *
-     * @param structuredInputs the structuredInputs value to set.
-     * @return the VoiceAgentDefinition object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentDefinition setStructuredInputs(Map<String, StructuredInputDefinition> structuredInputs) {
-        this.structuredInputs = structuredInputs;
+        super.setStructuredInputs(structuredInputs);
         return this;
     }
 
     /**
-     * Get the store property: Whether conversations with this agent are persisted. A single, all-or-nothing persistence
-     * switch that defaults to
-     * `false` (privacy-safe: off by default). When `true`, Foundry persists the full conversation — the
-     * transcript/event
-     * timeline and raw audio. When `false`, nothing is persisted and no conversation is surfaced. There is no separate
-     * audio-logging control; audio is persisted only as part of this switch. Latency/performance telemetry (e.g.
-     * time-to-first-audio, inter-token latency, interruption) is observability-only (customer trace / App Insights) and
-     * is not part of the persisted conversation content.
-     *
-     * @return the store value.
-     */
-    @Generated
-    public Boolean isStore() {
-        return this.store;
-    }
-
-    /**
-     * Set the store property: Whether conversations with this agent are persisted. A single, all-or-nothing persistence
-     * switch that defaults to
-     * `false` (privacy-safe: off by default). When `true`, Foundry persists the full conversation — the
-     * transcript/event
-     * timeline and raw audio. When `false`, nothing is persisted and no conversation is surfaced. There is no separate
-     * audio-logging control; audio is persisted only as part of this switch. Latency/performance telemetry (e.g.
-     * time-to-first-audio, inter-token latency, interruption) is observability-only (customer trace / App Insights) and
-     * is not part of the persisted conversation content.
-     *
-     * @param store the store value to set.
-     * @return the VoiceAgentDefinition object itself.
+     * {@inheritDoc}
      */
     @Generated
+    @Override
     public VoiceAgentDefinition setStore(Boolean store) {
-        this.store = store;
+        super.setStore(store);
         return this;
     }
 
@@ -536,12 +456,16 @@ public VoiceAgentDefinition setRaiConfig(RaiConfig raiConfig) {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeJsonField("rai_config", getRaiConfig());
         jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
+        jsonWriter.writeJsonField("rai_config", getRaiConfig());
+        jsonWriter.writeStringField("instructions", getInstructions());
+        jsonWriter.writeMapField("structured_inputs", getStructuredInputs(),
+            (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeBooleanField("store", isStore());
+        jsonWriter.writeStringField("sub_protocol", this.subProtocol == null ? null : this.subProtocol.toString());
         jsonWriter.writeStringField("model_type", this.modelType == null ? null : this.modelType.toString());
         jsonWriter.writeStringField("model", this.model);
         jsonWriter.writeJsonField("conversation_engine", this.conversationEngine);
-        jsonWriter.writeStringField("instructions", this.instructions);
         jsonWriter.writeJsonField("greeting", this.greeting);
         jsonWriter.writeJsonField("audio", this.audio);
         jsonWriter.writeJsonField("soundscape", this.soundscape);
@@ -561,11 +485,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
             this.toolChoice.writeTo(jsonWriter);
         }
         jsonWriter.writeBooleanField("parallel_tool_calls", this.parallelToolCalls);
-        jsonWriter.writeMapField("structured_inputs", this.structuredInputs,
-            (writer, element) -> writer.writeJson(element));
         jsonWriter.writeJsonField("subagent_config", this.subagentConfiguration);
         jsonWriter.writeJsonField("post_call", this.postCall);
-        jsonWriter.writeBooleanField("store", this.store);
         return jsonWriter.writeEndObject();
     }
 
@@ -586,16 +507,22 @@ public static VoiceAgentDefinition fromJson(JsonReader jsonReader) throws IOExce
                 reader.nextToken();
                 if ("rai_config".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.setRaiConfig(RaiConfig.fromJson(reader));
-                } else if ("kind".equals(fieldName)) {
-                    deserializedVoiceAgentDefinition.kind = AgentKind.fromString(reader.getString());
+                } else if ("instructions".equals(fieldName)) {
+                    deserializedVoiceAgentDefinition.setInstructions(reader.getString());
+                } else if ("structured_inputs".equals(fieldName)) {
+                    Map<String, StructuredInputDefinition> structuredInputs
+                        = reader.readMap(reader1 -> StructuredInputDefinition.fromJson(reader1));
+                    deserializedVoiceAgentDefinition.setStructuredInputs(structuredInputs);
+                } else if ("store".equals(fieldName)) {
+                    deserializedVoiceAgentDefinition.setStore(reader.getNullable(JsonReader::getBoolean));
+                } else if ("sub_protocol".equals(fieldName)) {
+                    deserializedVoiceAgentDefinition.subProtocol = VoiceAgentSubProtocol.fromString(reader.getString());
                 } else if ("model_type".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.modelType = VoiceModelType.fromString(reader.getString());
                 } else if ("model".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.model = reader.getString();
                 } else if ("conversation_engine".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.conversationEngine = VoiceConversationEngine.fromJson(reader);
-                } else if ("instructions".equals(fieldName)) {
-                    deserializedVoiceAgentDefinition.instructions = reader.getString();
                 } else if ("greeting".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.greeting = VoiceAgentGreetingConfiguration.fromJson(reader);
                 } else if ("audio".equals(fieldName)) {
@@ -626,17 +553,11 @@ public static VoiceAgentDefinition fromJson(JsonReader jsonReader) throws IOExce
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
                 } else if ("parallel_tool_calls".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.parallelToolCalls = reader.getNullable(JsonReader::getBoolean);
-                } else if ("structured_inputs".equals(fieldName)) {
-                    Map<String, StructuredInputDefinition> structuredInputs
-                        = reader.readMap(reader1 -> StructuredInputDefinition.fromJson(reader1));
-                    deserializedVoiceAgentDefinition.structuredInputs = structuredInputs;
                 } else if ("subagent_config".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.subagentConfiguration
                         = VoiceAgentSubagentConfiguration.fromJson(reader);
                 } else if ("post_call".equals(fieldName)) {
                     deserializedVoiceAgentDefinition.postCall = VoiceAgentPostCallConfiguration.fromJson(reader);
-                } else if ("store".equals(fieldName)) {
-                    deserializedVoiceAgentDefinition.store = reader.getNullable(JsonReader::getBoolean);
                 } else {
                     reader.skipChildren();
                 }
@@ -795,4 +716,21 @@ public VoiceAgentDefinition setPostCall(VoiceAgentPostCallConfiguration postCall
         this.postCall = postCall;
         return this;
     }
+
+    /*
+     * The voice protocol for this agent version. Null and unknown values are invalid.
+     */
+    @Generated
+    private VoiceAgentSubProtocol subProtocol = VoiceAgentSubProtocol.REALTIME;
+
+    /**
+     * Get the subProtocol property: The voice protocol for this agent version. Null and unknown values are invalid.
+     *
+     * @return the subProtocol value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSubProtocol getSubProtocol() {
+        return this.subProtocol;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDigitRecognitionSystemTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDigitRecognitionSystemTool.java
new file mode 100644
index 0000000000000..83fa72cfde260
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentDigitRecognitionSystemTool.java
@@ -0,0 +1,133 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * Retrieves the unchanged transcript of the last user audio turn.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentDigitRecognitionSystemTool extends VoiceAgentSystemTool {
+
+    /*
+     * The tool kind.
+     */
+    @Generated
+    private final VoiceAgentToolType type = VoiceAgentToolType.SYSTEM;
+
+    /*
+     * The service-managed control action. Known values are stable; additional values may be added over time.
+     */
+    @Generated
+    private VoiceAgentSystemToolName name = VoiceAgentSystemToolName.DIGIT_RECOGNITION;
+
+    /**
+     * Creates an instance of VoiceAgentDigitRecognitionSystemTool class.
+     */
+    @Generated
+    public VoiceAgentDigitRecognitionSystemTool() {
+    }
+
+    /**
+     * Get the type property: The tool kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The service-managed control action. Known values are stable; additional values may be
+     * added over time.
+     *
+     * @return the name value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSystemToolName getName() {
+        return this.name;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentDigitRecognitionSystemTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("description", getDescription());
+        if (getTimeout() != null) {
+            jsonWriter.writeNumberField("timeout_seconds", getTimeout().getSeconds());
+        }
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentDigitRecognitionSystemTool from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentDigitRecognitionSystemTool if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentDigitRecognitionSystemTool.
+     */
+    @Generated
+    public static VoiceAgentDigitRecognitionSystemTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentDigitRecognitionSystemTool deserializedVoiceAgentDigitRecognitionSystemTool
+                = new VoiceAgentDigitRecognitionSystemTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("description".equals(fieldName)) {
+                    deserializedVoiceAgentDigitRecognitionSystemTool.setDescription(reader.getString());
+                } else if ("timeout_seconds".equals(fieldName)) {
+                    Long timeoutHolder = reader.getNullable(JsonReader::getLong);
+                    if (timeoutHolder != null) {
+                        deserializedVoiceAgentDigitRecognitionSystemTool.setTimeout(Duration.ofSeconds(timeoutHolder));
+                    }
+                } else if ("name".equals(fieldName)) {
+                    deserializedVoiceAgentDigitRecognitionSystemTool.name
+                        = VoiceAgentSystemToolName.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentDigitRecognitionSystemTool;
+        });
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentDigitRecognitionSystemTool setTimeout(Duration timeout) {
+        super.setTimeout(timeout);
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java
index 3e698b8ea098c..278fdd79ec5a5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java
@@ -10,6 +10,7 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.time.Duration;
 
 /**
  * A service-managed control that ends the active conversation.
@@ -22,7 +23,7 @@ public final class VoiceAgentEndConversationSystemTool extends VoiceAgentSystemT
      * The tool kind.
      */
     @Generated
-    private final String type = "system";
+    private final VoiceAgentToolType type = VoiceAgentToolType.SYSTEM;
 
     /*
      * The service-managed control action. Known values are stable; additional values may be added over time.
@@ -44,7 +45,7 @@ public VoiceAgentEndConversationSystemTool() {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceAgentToolType getType() {
         return this.type;
     }
 
@@ -77,8 +78,11 @@ public VoiceAgentEndConversationSystemTool setDescription(String description) {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("description", getDescription());
+        if (getTimeout() != null) {
+            jsonWriter.writeNumberField("timeout_seconds", getTimeout().getSeconds());
+        }
         jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
         return jsonWriter.writeEndObject();
     }
@@ -101,6 +105,11 @@ public static VoiceAgentEndConversationSystemTool fromJson(JsonReader jsonReader
                 reader.nextToken();
                 if ("description".equals(fieldName)) {
                     deserializedVoiceAgentEndConversationSystemTool.setDescription(reader.getString());
+                } else if ("timeout_seconds".equals(fieldName)) {
+                    Long timeoutHolder = reader.getNullable(JsonReader::getLong);
+                    if (timeoutHolder != null) {
+                        deserializedVoiceAgentEndConversationSystemTool.setTimeout(Duration.ofSeconds(timeoutHolder));
+                    }
                 } else if ("name".equals(fieldName)) {
                     deserializedVoiceAgentEndConversationSystemTool.name
                         = VoiceAgentSystemToolName.fromString(reader.getString());
@@ -111,4 +120,14 @@ public static VoiceAgentEndConversationSystemTool fromJson(JsonReader jsonReader
             return deserializedVoiceAgentEndConversationSystemTool;
         });
     }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentEndConversationSystemTool setTimeout(Duration timeout) {
+        super.setTimeout(timeout);
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java
index 68eeeb7bdc598..ba7767f6d86ed 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java
@@ -23,7 +23,7 @@ public final class VoiceAgentFunctionTool extends VoiceAgentTool {
      * The tool kind.
      */
     @Generated
-    private String type = "function";
+    private VoiceAgentToolType type = VoiceAgentToolType.FUNCTION;
 
     /*
      * The description of the function, including guidance on when and how
@@ -62,7 +62,7 @@ public VoiceAgentFunctionTool(String name) {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceAgentToolType getType() {
         return this.type;
     }
 
@@ -132,7 +132,7 @@ public String getName() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("description", this.description);
         if (this.parameters != null) {
             jsonWriter.writeFieldName("parameters");
@@ -154,7 +154,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static VoiceAgentFunctionTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
-            String type = "function";
+            VoiceAgentToolType type = VoiceAgentToolType.FUNCTION;
             String description = null;
             BinaryData parameters = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -163,7 +163,7 @@ public static VoiceAgentFunctionTool fromJson(JsonReader jsonReader) throws IOEx
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
                 } else if ("type".equals(fieldName)) {
-                    type = reader.getString();
+                    type = VoiceAgentToolType.fromString(reader.getString());
                 } else if ("description".equals(fieldName)) {
                     description = reader.getString();
                 } else if ("parameters".equals(fieldName)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java
index d549290ea6240..dfaae1f58340d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java
@@ -23,7 +23,7 @@ public class VoiceAgentGreetingConfiguration implements JsonSerializable<VoiceAg
      * The greeting mode.
      */
     @Generated
-    private String type = "VoiceAgentGreetingConfiguration";
+    private VoiceAgentGreetingMode type = VoiceAgentGreetingMode.fromString("VoiceAgentGreetingConfiguration");
 
     /**
      * Creates an instance of VoiceAgentGreetingConfiguration class.
@@ -38,7 +38,7 @@ protected VoiceAgentGreetingConfiguration() {
      * @return the type value.
      */
     @Generated
-    public String getType() {
+    public VoiceAgentGreetingMode getType() {
         return this.type;
     }
 
@@ -49,7 +49,7 @@ public String getType() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
 
@@ -99,7 +99,8 @@ static VoiceAgentGreetingConfiguration fromJsonKnownDiscriminator(JsonReader jso
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
-                    deserializedVoiceAgentGreetingConfiguration.type = reader.getString();
+                    deserializedVoiceAgentGreetingConfiguration.type
+                        = VoiceAgentGreetingMode.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingMode.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingMode.java
new file mode 100644
index 0000000000000..d55d99b65bfa8
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingMode.java
@@ -0,0 +1,59 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The greeting modes supported by a voice agent.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentGreetingMode extends ExpandableStringEnum<VoiceAgentGreetingMode> {
+
+    /**
+     * Speak a deterministic greeting rendered from a text template.
+     */
+    @Generated
+    public static final VoiceAgentGreetingMode TEMPLATE = fromString("template");
+
+    /**
+     * Generate the greeting with the session model from an opening-turn prompt.
+     */
+    @Generated
+    public static final VoiceAgentGreetingMode LLM_GENERATED = fromString("llm_generated");
+
+    /**
+     * Creates a new instance of VoiceAgentGreetingMode value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentGreetingMode() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentGreetingMode from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentGreetingMode.
+     */
+    @Generated
+    public static VoiceAgentGreetingMode fromString(String name) {
+        return fromString(name, VoiceAgentGreetingMode.class);
+    }
+
+    /**
+     * Gets known VoiceAgentGreetingMode values.
+     *
+     * @return known VoiceAgentGreetingMode values.
+     */
+    @Generated
+    public static Collection<VoiceAgentGreetingMode> values() {
+        return values(VoiceAgentGreetingMode.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java
index f646d2f857e1f..720eeaa8245f2 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java
@@ -53,7 +53,6 @@ public final class VoiceAgentHandoffCondition implements JsonSerializable<VoiceA
     private Long delay;
 
     /*
-     * 
      * Optional deterministic source-voice announcement played before target activation. Supported by cascaded
      * pipelines and realtime pipelines using local Azure TTS; model-native realtime voice requires omission or null.
      * At most 500 characters. If omitted or null, no announcement is played.
@@ -170,8 +169,8 @@ public VoiceAgentHandoffCondition setDelay(Duration delay) {
     }
 
     /**
-     * Get the transferMessage property:
-     * Optional deterministic source-voice announcement played before target activation. Supported by cascaded
+     * Get the transferMessage property: Optional deterministic source-voice announcement played before target
+     * activation. Supported by cascaded
      * pipelines and realtime pipelines using local Azure TTS; model-native realtime voice requires omission or null.
      * At most 500 characters. If omitted or null, no announcement is played.
      *
@@ -183,8 +182,8 @@ public String getTransferMessage() {
     }
 
     /**
-     * Set the transferMessage property:
-     * Optional deterministic source-voice announcement played before target activation. Supported by cascaded
+     * Set the transferMessage property: Optional deterministic source-voice announcement played before target
+     * activation. Supported by cascaded
      * pipelines and realtime pipelines using local Azure TTS; model-native realtime voice requires omission or null.
      * At most 500 characters. If omitted or null, no announcement is played.
      *
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionChannel.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionChannel.java
new file mode 100644
index 0000000000000..455e4ca1c05b6
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionChannel.java
@@ -0,0 +1,58 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * The receiver used by an input collection. Voice collection is not supported.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public enum VoiceAgentInputCollectionChannel {
+
+    /**
+     * Receives one complete SMS from the selected sender.
+     */
+    SMS("sms"),
+    /**
+     * Receives individual keypad digits from the active call.
+     */
+    DTMF("dtmf");
+
+    /**
+     * The actual serialized value for a VoiceAgentInputCollectionChannel instance.
+     */
+    private final String value;
+
+    VoiceAgentInputCollectionChannel(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentInputCollectionChannel instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentInputCollectionChannel object, or null if unable to parse.
+     */
+    public static VoiceAgentInputCollectionChannel fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentInputCollectionChannel[] items = VoiceAgentInputCollectionChannel.values();
+        for (VoiceAgentInputCollectionChannel item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatus.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatus.java
new file mode 100644
index 0000000000000..2c328f8b5e782
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatus.java
@@ -0,0 +1,153 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Collection lifecycle and value-free telephony-operation outcomes. Additional outcomes may be introduced over time.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentInputCollectionStatus extends ExpandableStringEnum<VoiceAgentInputCollectionStatus> {
+
+    /**
+     * The invocation was accepted; the receiver is not yet ready and no value has been collected.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus ACCEPTED = fromString("accepted");
+
+    /**
+     * The receiver is ready, allowing the service to prompt the caller for input.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus LISTENING = fromString("listening");
+
+    /**
+     * Collection completed with an ordinary value or a privately stored variable reference.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus COMPLETED = fromString("completed");
+
+    /**
+     * A collection deadline or input timer expired without completing collection.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus EXPIRED = fromString("expired");
+
+    /**
+     * The service cancelled collection and cleaned up its receiver.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus CANCELLED = fromString("cancelled");
+
+    /**
+     * Collection failed without creating an output variable.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus FAILED = fromString("failed");
+
+    /**
+     * The invocation was rejected because another operation is active.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus BUSY = fromString("busy");
+
+    /**
+     * The received input did not satisfy the collection policy.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus INVALID_INPUT = fromString("invalid_input");
+
+    /**
+     * The model-generated tool arguments were invalid.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus INVALID_ARGUMENTS = fromString("invalid_arguments");
+
+    /**
+     * The result does not match the current collection or receiver request.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus STALE_COLLECTION = fromString("stale_collection");
+
+    /**
+     * No supported receiver. Also used when omitting an unsupported tool before model exposure; no collection or
+     * variable is created.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus UNSUPPORTED_CHANNEL = fromString("unsupported_channel");
+
+    /**
+     * The service could not dispatch the operation to its executor; this does not confirm a provider outcome.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus DISPATCH_FAILED = fromString("dispatch_failed");
+
+    /**
+     * The provider accepted the operation; this does not confirm SMS delivery, IVR recognition or authentication.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus PROVIDER_ACCEPTED = fromString("provider_accepted");
+
+    /**
+     * The transfer target did not answer and the original conversation remains available.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus TRANSFER_NOT_ANSWERED = fromString("transfer_not_answered");
+
+    /**
+     * The provider reported failure or does not support the requested operation.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus PROVIDER_FAILED_OR_UNSUPPORTED
+        = fromString("provider_failed_or_unsupported");
+
+    /**
+     * The provider outcome could not be confirmed after possible dispatch; the service does not automatically retry.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus PROVIDER_RESULT_UNCERTAIN
+        = fromString("provider_result_uncertain");
+
+    /**
+     * Rejected before any provider side effect; nothing was sent or dialed. Includes unavailable executors and
+     * unavailable-sender tool-resolution failures before model exposure.
+     */
+    @Generated
+    public static final VoiceAgentInputCollectionStatus PROVIDER_NOT_EXECUTED = fromString("provider_not_executed");
+
+    /**
+     * Creates a new instance of VoiceAgentInputCollectionStatus value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentInputCollectionStatus() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentInputCollectionStatus from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentInputCollectionStatus.
+     */
+    @Generated
+    public static VoiceAgentInputCollectionStatus fromString(String name) {
+        return fromString(name, VoiceAgentInputCollectionStatus.class);
+    }
+
+    /**
+     * Gets known VoiceAgentInputCollectionStatus values.
+     *
+     * @return known VoiceAgentInputCollectionStatus values.
+     */
+    @Generated
+    public static Collection<VoiceAgentInputCollectionStatus> values() {
+        return values(VoiceAgentInputCollectionStatus.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatusEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatusEvent.java
new file mode 100644
index 0000000000000..6f8980d52e411
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatusEvent.java
@@ -0,0 +1,259 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Reports collection or telephony outcomes for a model call.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentInputCollectionStatusEvent extends RealtimeServerEvent {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private RealtimeServerEventType type = RealtimeServerEventType.INPUT_COLLECTION_STATUS;
+
+    /*
+     * An optional event identifier.
+     */
+    @Generated
+    private String eventId;
+
+    /*
+     * The originating system-tool invocation.
+     */
+    @Generated
+    private final String callId;
+
+    /*
+     * The collection operation identifier, when this outcome concerns a collection.
+     */
+    @Generated
+    private String collectionId;
+
+    /*
+     * The current receiver request identifier, when applicable.
+     */
+    @Generated
+    private String requestId;
+
+    /*
+     * The collection receiver, omitted for telephony-operation feedback.
+     */
+    @Generated
+    private VoiceAgentInputCollectionChannel channel;
+
+    /*
+     * The reported outcome. Generation completion of a system-tool item is separate.
+     */
+    @Generated
+    private final VoiceAgentInputCollectionStatus status;
+
+    /*
+     * Completed ASCII digits, including leading zeros, only for `secret: false`; absent for private collection and
+     * telephony-operation feedback.
+     */
+    @Generated
+    private String value;
+
+    /*
+     * Actual bare variable name from successful private collection, not its value. May be suffixed on collision;
+     * reference it with `{{name}}`.
+     */
+    @Generated
+    private String outputReference;
+
+    /**
+     * Creates an instance of VoiceAgentInputCollectionStatusEvent class.
+     *
+     * @param callId the callId value to set.
+     * @param status the status value to set.
+     */
+    @Generated
+    private VoiceAgentInputCollectionStatusEvent(String callId, VoiceAgentInputCollectionStatus status) {
+        this.callId = callId;
+        this.status = status;
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public RealtimeServerEventType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the eventId property: An optional event identifier.
+     *
+     * @return the eventId value.
+     */
+    @Generated
+    public String getEventId() {
+        return this.eventId;
+    }
+
+    /**
+     * Get the callId property: The originating system-tool invocation.
+     *
+     * @return the callId value.
+     */
+    @Generated
+    public String getCallId() {
+        return this.callId;
+    }
+
+    /**
+     * Get the collectionId property: The collection operation identifier, when this outcome concerns a collection.
+     *
+     * @return the collectionId value.
+     */
+    @Generated
+    public String getCollectionId() {
+        return this.collectionId;
+    }
+
+    /**
+     * Get the requestId property: The current receiver request identifier, when applicable.
+     *
+     * @return the requestId value.
+     */
+    @Generated
+    public String getRequestId() {
+        return this.requestId;
+    }
+
+    /**
+     * Get the channel property: The collection receiver, omitted for telephony-operation feedback.
+     *
+     * @return the channel value.
+     */
+    @Generated
+    public VoiceAgentInputCollectionChannel getChannel() {
+        return this.channel;
+    }
+
+    /**
+     * Get the status property: The reported outcome. Generation completion of a system-tool item is separate.
+     *
+     * @return the status value.
+     */
+    @Generated
+    public VoiceAgentInputCollectionStatus getStatus() {
+        return this.status;
+    }
+
+    /**
+     * Get the value property: Completed ASCII digits, including leading zeros, only for `secret: false`; absent for
+     * private collection and telephony-operation feedback.
+     *
+     * @return the value value.
+     */
+    @Generated
+    public String getValue() {
+        return this.value;
+    }
+
+    /**
+     * Get the outputReference property: Actual bare variable name from successful private collection, not its value.
+     * May be suffixed on collision; reference it with `{{name}}`.
+     *
+     * @return the outputReference value.
+     */
+    @Generated
+    public String getOutputReference() {
+        return this.outputReference;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("call_id", this.callId);
+        jsonWriter.writeStringField("status", this.status == null ? null : this.status.toString());
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("event_id", this.eventId);
+        jsonWriter.writeStringField("collection_id", this.collectionId);
+        jsonWriter.writeStringField("request_id", this.requestId);
+        jsonWriter.writeStringField("channel", this.channel == null ? null : this.channel.toString());
+        jsonWriter.writeStringField("value", this.value);
+        jsonWriter.writeStringField("output_ref", this.outputReference);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentInputCollectionStatusEvent from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentInputCollectionStatusEvent if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentInputCollectionStatusEvent.
+     */
+    @Generated
+    public static VoiceAgentInputCollectionStatusEvent fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String callId = null;
+            VoiceAgentInputCollectionStatus status = null;
+            RealtimeServerEventType type = RealtimeServerEventType.INPUT_COLLECTION_STATUS;
+            String eventId = null;
+            String collectionId = null;
+            String requestId = null;
+            VoiceAgentInputCollectionChannel channel = null;
+            String value = null;
+            String outputReference = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("call_id".equals(fieldName)) {
+                    callId = reader.getString();
+                } else if ("status".equals(fieldName)) {
+                    status = VoiceAgentInputCollectionStatus.fromString(reader.getString());
+                } else if ("type".equals(fieldName)) {
+                    type = RealtimeServerEventType.fromString(reader.getString());
+                } else if ("event_id".equals(fieldName)) {
+                    eventId = reader.getString();
+                } else if ("collection_id".equals(fieldName)) {
+                    collectionId = reader.getString();
+                } else if ("request_id".equals(fieldName)) {
+                    requestId = reader.getString();
+                } else if ("channel".equals(fieldName)) {
+                    channel = VoiceAgentInputCollectionChannel.fromString(reader.getString());
+                } else if ("value".equals(fieldName)) {
+                    value = reader.getString();
+                } else if ("output_ref".equals(fieldName)) {
+                    outputReference = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentInputCollectionStatusEvent deserializedVoiceAgentInputCollectionStatusEvent
+                = new VoiceAgentInputCollectionStatusEvent(callId, status);
+            deserializedVoiceAgentInputCollectionStatusEvent.type = type;
+            deserializedVoiceAgentInputCollectionStatusEvent.eventId = eventId;
+            deserializedVoiceAgentInputCollectionStatusEvent.collectionId = collectionId;
+            deserializedVoiceAgentInputCollectionStatusEvent.requestId = requestId;
+            deserializedVoiceAgentInputCollectionStatusEvent.channel = channel;
+            deserializedVoiceAgentInputCollectionStatusEvent.value = value;
+            deserializedVoiceAgentInputCollectionStatusEvent.outputReference = outputReference;
+            return deserializedVoiceAgentInputCollectionStatusEvent;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java
index 4ee9d6eef9eab..c792eb1d5806d 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java
@@ -52,6 +52,7 @@ public final class VoiceAgentInputTranscription implements JsonSerializable<Voic
     private List<String> keywords;
 
     /*
+     * 
      * An optional text to guide the model's style or continue a previous audio
      * segment.
      * For `whisper-1`, the [prompt is a list of
@@ -178,7 +179,8 @@ public VoiceAgentInputTranscription setKeywords(List<String> keywords) {
     }
 
     /**
-     * Get the prompt property: An optional text to guide the model's style or continue a previous audio
+     * Get the prompt property:
+     * An optional text to guide the model's style or continue a previous audio
      * segment.
      * For `whisper-1`, the [prompt is a list of
      * keywords](https://developers.openai.com/api/docs/guides/speech-to-text#prompting).
@@ -194,7 +196,8 @@ public String getPrompt() {
     }
 
     /**
-     * Set the prompt property: An optional text to guide the model's style or continue a previous audio
+     * Set the prompt property:
+     * An optional text to guide the model's style or continue a previous audio
      * segment.
      * For `whisper-1`, the [prompt is a list of
      * keywords](https://developers.openai.com/api/docs/guides/speech-to-text#prompting).
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java
index 0f52ead3dde4c..13a5790efa5cc 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java
@@ -26,7 +26,8 @@ public class VoiceAgentInterimResponseConfiguration
      * The interim-response implementation.
      */
     @Generated
-    private String type = "VoiceAgentInterimResponseConfiguration";
+    private VoiceAgentInterimResponseType type
+        = VoiceAgentInterimResponseType.fromString("VoiceAgentInterimResponseConfiguration");
 
     /*
      * Conditions that may trigger one interim response.
@@ -53,7 +54,7 @@ protected VoiceAgentInterimResponseConfiguration() {
      * @return the type value.
      */
     @Generated
-    public String getType() {
+    public VoiceAgentInterimResponseType getType() {
         return this.type;
     }
 
@@ -115,7 +116,7 @@ public VoiceAgentInterimResponseConfiguration setLatencyThresholdMs(Duration lat
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeArrayField("triggers", this.triggers,
             (writer, element) -> writer.writeString(element == null ? null : element.toString()));
         jsonWriter.writeNumberField("latency_threshold_ms", this.latencyThresholdMs);
@@ -168,7 +169,8 @@ static VoiceAgentInterimResponseConfiguration fromJsonKnownDiscriminator(JsonRea
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
-                    deserializedVoiceAgentInterimResponseConfiguration.type = reader.getString();
+                    deserializedVoiceAgentInterimResponseConfiguration.type
+                        = VoiceAgentInterimResponseType.fromString(reader.getString());
                 } else if ("triggers".equals(fieldName)) {
                     List<VoiceAgentInterimResponseTrigger> triggers
                         = reader.readArray(reader1 -> VoiceAgentInterimResponseTrigger.fromString(reader1.getString()));
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseType.java
new file mode 100644
index 0000000000000..68ce05276373e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseType.java
@@ -0,0 +1,59 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The interim-response implementations supported by a voice agent.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentInterimResponseType extends ExpandableStringEnum<VoiceAgentInterimResponseType> {
+
+    /**
+     * Select a static interim response from configured text.
+     */
+    @Generated
+    public static final VoiceAgentInterimResponseType STATIC_INTERIM_RESPONSE = fromString("static_interim_response");
+
+    /**
+     * Generate an interim response with a language model.
+     */
+    @Generated
+    public static final VoiceAgentInterimResponseType LLM_INTERIM_RESPONSE = fromString("llm_interim_response");
+
+    /**
+     * Creates a new instance of VoiceAgentInterimResponseType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentInterimResponseType() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentInterimResponseType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentInterimResponseType.
+     */
+    @Generated
+    public static VoiceAgentInterimResponseType fromString(String name) {
+        return fromString(name, VoiceAgentInterimResponseType.class);
+    }
+
+    /**
+     * Gets known VoiceAgentInterimResponseType values.
+     *
+     * @return known VoiceAgentInterimResponseType values.
+     */
+    @Generated
+    public static Collection<VoiceAgentInterimResponseType> values() {
+        return values(VoiceAgentInterimResponseType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLanguageDetectionSystemTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLanguageDetectionSystemTool.java
new file mode 100644
index 0000000000000..d284395412623
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLanguageDetectionSystemTool.java
@@ -0,0 +1,133 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * Switches supported conversation language settings.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLanguageDetectionSystemTool extends VoiceAgentSystemTool {
+
+    /*
+     * The tool kind.
+     */
+    @Generated
+    private final VoiceAgentToolType type = VoiceAgentToolType.SYSTEM;
+
+    /*
+     * The service-managed control action. Known values are stable; additional values may be added over time.
+     */
+    @Generated
+    private VoiceAgentSystemToolName name = VoiceAgentSystemToolName.LANGUAGE_DETECTION;
+
+    /**
+     * Creates an instance of VoiceAgentLanguageDetectionSystemTool class.
+     */
+    @Generated
+    public VoiceAgentLanguageDetectionSystemTool() {
+    }
+
+    /**
+     * Get the type property: The tool kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The service-managed control action. Known values are stable; additional values may be
+     * added over time.
+     *
+     * @return the name value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSystemToolName getName() {
+        return this.name;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentLanguageDetectionSystemTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("description", getDescription());
+        if (getTimeout() != null) {
+            jsonWriter.writeNumberField("timeout_seconds", getTimeout().getSeconds());
+        }
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLanguageDetectionSystemTool from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLanguageDetectionSystemTool if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentLanguageDetectionSystemTool.
+     */
+    @Generated
+    public static VoiceAgentLanguageDetectionSystemTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentLanguageDetectionSystemTool deserializedVoiceAgentLanguageDetectionSystemTool
+                = new VoiceAgentLanguageDetectionSystemTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("description".equals(fieldName)) {
+                    deserializedVoiceAgentLanguageDetectionSystemTool.setDescription(reader.getString());
+                } else if ("timeout_seconds".equals(fieldName)) {
+                    Long timeoutHolder = reader.getNullable(JsonReader::getLong);
+                    if (timeoutHolder != null) {
+                        deserializedVoiceAgentLanguageDetectionSystemTool.setTimeout(Duration.ofSeconds(timeoutHolder));
+                    }
+                } else if ("name".equals(fieldName)) {
+                    deserializedVoiceAgentLanguageDetectionSystemTool.name
+                        = VoiceAgentSystemToolName.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentLanguageDetectionSystemTool;
+        });
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentLanguageDetectionSystemTool setTimeout(Duration timeout) {
+        super.setTimeout(timeout);
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegation.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegation.java
new file mode 100644
index 0000000000000..db656a6a8f8f7
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegation.java
@@ -0,0 +1,134 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * Delegates work to the application using native client delegation.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveClientDelegation extends VoiceAgentLiveDelegation {
+
+    /*
+     * The delegation owner.
+     */
+    @Generated
+    private VoiceAgentLiveDelegationType type = VoiceAgentLiveDelegationType.CLIENT;
+
+    /**
+     * Creates an instance of VoiceAgentLiveClientDelegation class.
+     */
+    @Generated
+    public VoiceAgentLiveClientDelegation() {
+    }
+
+    /**
+     * Get the type property: The delegation owner.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDelegationType getType() {
+        return this.type;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeNumberField("acknowledgement_delay_ms", this.acknowledgementDelay);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveClientDelegation from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveClientDelegation if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveClientDelegation.
+     */
+    @Generated
+    public static VoiceAgentLiveClientDelegation fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentLiveClientDelegation deserializedVoiceAgentLiveClientDelegation
+                = new VoiceAgentLiveClientDelegation();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("type".equals(fieldName)) {
+                    deserializedVoiceAgentLiveClientDelegation.type
+                        = VoiceAgentLiveDelegationType.fromString(reader.getString());
+                } else if ("acknowledgement_delay_ms".equals(fieldName)) {
+                    deserializedVoiceAgentLiveClientDelegation.acknowledgementDelay
+                        = reader.getNullable(JsonReader::getLong);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentLiveClientDelegation;
+        });
+    }
+
+    /*
+     * Milliseconds to wait before requesting an automatic spoken acknowledgement for a delegation. The model may still
+     * speak before this delay. Any commentary or thinking appended to the session cancels all pending acknowledgements,
+     * including those for other delegations. Defaults to 400 for Decisions sessions and 0 (request immediately) for
+     * other sessions. Omission in a session update preserves the current value. Updates apply to subsequent
+     * delegations.
+     */
+    @Generated
+    private Long acknowledgementDelay;
+
+    /**
+     * Get the acknowledgementDelay property: Milliseconds to wait before requesting an automatic spoken acknowledgement
+     * for a delegation. The model may still speak before this delay. Any commentary or thinking appended to the session
+     * cancels all pending acknowledgements, including those for other delegations. Defaults to 400 for Decisions
+     * sessions and 0 (request immediately) for other sessions. Omission in a session update preserves the current
+     * value. Updates apply to subsequent delegations.
+     *
+     * @return the acknowledgementDelay value.
+     */
+    @Generated
+    public Duration getAcknowledgementDelay() {
+        if (this.acknowledgementDelay == null) {
+            return null;
+        }
+        return Duration.ofMillis(this.acknowledgementDelay);
+    }
+
+    /**
+     * Set the acknowledgementDelay property: Milliseconds to wait before requesting an automatic spoken acknowledgement
+     * for a delegation. The model may still speak before this delay. Any commentary or thinking appended to the session
+     * cancels all pending acknowledgements, including those for other delegations. Defaults to 400 for Decisions
+     * sessions and 0 (request immediately) for other sessions. Omission in a session update preserves the current
+     * value. Updates apply to subsequent delegations.
+     *
+     * @param acknowledgementDelay the acknowledgementDelay value to set.
+     * @return the VoiceAgentLiveClientDelegation object itself.
+     */
+    @Generated
+    public VoiceAgentLiveClientDelegation setAcknowledgementDelay(Duration acknowledgementDelay) {
+        if (acknowledgementDelay == null) {
+            this.acknowledgementDelay = null;
+        } else {
+            this.acknowledgementDelay = acknowledgementDelay.toMillis();
+        }
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegationConversationItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegationConversationItem.java
new file mode 100644
index 0000000000000..a1118ee52f25d
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegationConversationItem.java
@@ -0,0 +1,166 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Results supplied by the application for client delegation.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveClientDelegationConversationItem extends VoiceAgentLiveDelegationConversationItem {
+
+    /*
+     * The persisted item kind.
+     */
+    @Generated
+    private final VoiceAgentLiveConversationItemType type = VoiceAgentLiveConversationItemType.DELEGATION;
+
+    /*
+     * The configured delegation owner.
+     */
+    @Generated
+    private VoiceAgentLiveDelegationTarget target = VoiceAgentLiveDelegationTarget.CLIENT;
+
+    /*
+     * Guidance for Live to communicate to the user, when accepted.
+     */
+    @Generated
+    private String commentary;
+
+    /*
+     * Accepted background context, not private reasoning or a request to speak.
+     */
+    @Generated
+    private String thinking;
+
+    /**
+     * Creates an instance of VoiceAgentLiveClientDelegationConversationItem class.
+     *
+     * @param id the id value to set.
+     * @param createdAt the createdAt value to set.
+     */
+    @Generated
+    private VoiceAgentLiveClientDelegationConversationItem(String id, OffsetDateTime createdAt) {
+        super(id, createdAt);
+    }
+
+    /**
+     * Get the type property: The persisted item kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveConversationItemType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the target property: The configured delegation owner.
+     *
+     * @return the target value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDelegationTarget getTarget() {
+        return this.target;
+    }
+
+    /**
+     * Get the commentary property: Guidance for Live to communicate to the user, when accepted.
+     *
+     * @return the commentary value.
+     */
+    @Generated
+    public String getCommentary() {
+        return this.commentary;
+    }
+
+    /**
+     * Get the thinking property: Accepted background context, not private reasoning or a request to speak.
+     *
+     * @return the thinking value.
+     */
+    @Generated
+    public String getThinking() {
+        return this.thinking;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("id", getId());
+        if (getCreatedAt() != null) {
+            jsonWriter.writeLongField("created_at", getCreatedAt().toEpochSecond());
+        }
+        jsonWriter.writeStringField("response_id", getResponseId());
+        jsonWriter.writeStringField("target", this.target == null ? null : this.target.toString());
+        jsonWriter.writeStringField("commentary", this.commentary);
+        jsonWriter.writeStringField("thinking", this.thinking);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveClientDelegationConversationItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveClientDelegationConversationItem if the JsonReader was pointing to an
+     * instance of it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveClientDelegationConversationItem.
+     */
+    @Generated
+    public static VoiceAgentLiveClientDelegationConversationItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            OffsetDateTime createdAt = null;
+            String responseId = null;
+            VoiceAgentLiveDelegationTarget target = VoiceAgentLiveDelegationTarget.CLIENT;
+            String commentary = null;
+            String thinking = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("created_at".equals(fieldName)) {
+                    createdAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
+                } else if ("response_id".equals(fieldName)) {
+                    responseId = reader.getString();
+                } else if ("target".equals(fieldName)) {
+                    target = VoiceAgentLiveDelegationTarget.fromString(reader.getString());
+                } else if ("commentary".equals(fieldName)) {
+                    commentary = reader.getString();
+                } else if ("thinking".equals(fieldName)) {
+                    thinking = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveClientDelegationConversationItem deserializedVoiceAgentLiveClientDelegationConversationItem
+                = new VoiceAgentLiveClientDelegationConversationItem(id, createdAt);
+            deserializedVoiceAgentLiveClientDelegationConversationItem.setResponseId(responseId);
+            deserializedVoiceAgentLiveClientDelegationConversationItem.target = target;
+            deserializedVoiceAgentLiveClientDelegationConversationItem.commentary = commentary;
+            deserializedVoiceAgentLiveClientDelegationConversationItem.thinking = thinking;
+            return deserializedVoiceAgentLiveClientDelegationConversationItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversation.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversation.java
new file mode 100644
index 0000000000000..653ac6ee50de3
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversation.java
@@ -0,0 +1,255 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import com.openai.models.live.SessionUsage;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+import java.util.Map;
+
+/**
+ * A Live session persisted when effective store is true. Uses voice-conversation lifecycle and retention; items are
+ * retrieved separately.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveConversation implements JsonSerializable<VoiceAgentLiveConversation> {
+
+    /*
+     * The unique id of the conversation.
+     */
+    @Generated
+    private final String id;
+
+    /*
+     * The object type. Always `voice.conversation`.
+     */
+    @Generated
+    private final String objectType = "voice.conversation";
+
+    /*
+     * The lifecycle status of the conversation.
+     */
+    @Generated
+    private final VoiceConversationStatus status;
+
+    /*
+     * The Unix timestamp (in seconds) for when the conversation was created.
+     */
+    @Generated
+    private final long createdAt;
+
+    /*
+     * The Unix timestamp (in seconds) for when session and persistence finalization reached the terminal `completed` or
+     * `failed` status. Absent while `status` is `in_progress`.
+     */
+    @Generated
+    private Long completedAt;
+
+    /*
+     * A set of key-value pairs attached to the conversation.
+     */
+    @Generated
+    private Map<String, String> metadata;
+
+    /*
+     * The terminal error that prevented persistence finalization. Present only when `status` is `failed`.
+     */
+    @Generated
+    private ApiError lastError;
+
+    /*
+     * Cumulative Live audio usage, excluding delegated-model tokens. May be absent after abnormal close.
+     */
+    @Generated
+    private SessionUsage usage;
+
+    /**
+     * Creates an instance of VoiceAgentLiveConversation class.
+     *
+     * @param id the id value to set.
+     * @param status the status value to set.
+     * @param createdAt the createdAt value to set.
+     */
+    @Generated
+    private VoiceAgentLiveConversation(String id, VoiceConversationStatus status, OffsetDateTime createdAt) {
+        this.id = id;
+        this.status = status;
+        if (createdAt == null) {
+            this.createdAt = 0L;
+        } else {
+            this.createdAt = createdAt.toEpochSecond();
+        }
+    }
+
+    /**
+     * Get the id property: The unique id of the conversation.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Get the objectType property: The object type. Always `voice.conversation`.
+     *
+     * @return the objectType value.
+     */
+    @Generated
+    public String getObjectType() {
+        return this.objectType;
+    }
+
+    /**
+     * Get the status property: The lifecycle status of the conversation.
+     *
+     * @return the status value.
+     */
+    @Generated
+    public VoiceConversationStatus getStatus() {
+        return this.status;
+    }
+
+    /**
+     * Get the createdAt property: The Unix timestamp (in seconds) for when the conversation was created.
+     *
+     * @return the createdAt value.
+     */
+    @Generated
+    public OffsetDateTime getCreatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the completedAt property: The Unix timestamp (in seconds) for when session and persistence finalization
+     * reached the terminal `completed` or `failed` status. Absent while `status` is `in_progress`.
+     *
+     * @return the completedAt value.
+     */
+    @Generated
+    public OffsetDateTime getCompletedAt() {
+        if (this.completedAt == null) {
+            return null;
+        }
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.completedAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the metadata property: A set of key-value pairs attached to the conversation.
+     *
+     * @return the metadata value.
+     */
+    @Generated
+    public Map<String, String> getMetadata() {
+        return this.metadata;
+    }
+
+    /**
+     * Get the lastError property: The terminal error that prevented persistence finalization. Present only when
+     * `status` is `failed`.
+     *
+     * @return the lastError value.
+     */
+    @Generated
+    public ApiError getLastError() {
+        return this.lastError;
+    }
+
+    /**
+     * Get the usage property: Cumulative Live audio usage, excluding delegated-model tokens. May be absent after
+     * abnormal close.
+     *
+     * @return the usage value.
+     */
+    @Generated
+    public SessionUsage getUsage() {
+        return this.usage;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        // AI Tooling: openai-java de-dup
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", this.id);
+        jsonWriter.writeStringField("object", this.objectType);
+        jsonWriter.writeStringField("status", this.status == null ? null : this.status.toString());
+        jsonWriter.writeLongField("created_at", this.createdAt);
+        jsonWriter.writeNumberField("completed_at", this.completedAt);
+        jsonWriter.writeMapField("metadata", this.metadata, (writer, element) -> writer.writeString(element));
+        jsonWriter.writeJsonField("last_error", this.lastError);
+        if (this.usage != null) {
+            jsonWriter.writeFieldName("usage");
+            OpenAIJsonHelper.toBinaryData(this.usage).writeTo(jsonWriter);
+        }
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveConversation from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveConversation if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveConversation.
+     */
+    public static VoiceAgentLiveConversation fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: openai-java de-dup
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            VoiceConversationStatus status = null;
+            OffsetDateTime createdAt = null;
+            Long completedAt = null;
+            Map<String, String> metadata = null;
+            ApiError lastError = null;
+            SessionUsage usage = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("status".equals(fieldName)) {
+                    status = VoiceConversationStatus.fromString(reader.getString());
+                } else if ("created_at".equals(fieldName)) {
+                    createdAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
+                } else if ("completed_at".equals(fieldName)) {
+                    completedAt = reader.getNullable(JsonReader::getLong);
+                } else if ("metadata".equals(fieldName)) {
+                    metadata = reader.readMap(reader1 -> reader1.getString());
+                } else if ("last_error".equals(fieldName)) {
+                    lastError = ApiError.fromJson(reader);
+                } else if ("usage".equals(fieldName)) {
+                    BinaryData usageData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    usage = OpenAIJsonHelper.fromBinaryData(usageData, SessionUsage.class);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveConversation deserializedVoiceAgentLiveConversation
+                = new VoiceAgentLiveConversation(id, status, createdAt);
+            deserializedVoiceAgentLiveConversation.completedAt = completedAt;
+            deserializedVoiceAgentLiveConversation.metadata = metadata;
+            deserializedVoiceAgentLiveConversation.lastError = lastError;
+            deserializedVoiceAgentLiveConversation.usage = usage;
+            return deserializedVoiceAgentLiveConversation;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItem.java
new file mode 100644
index 0000000000000..eda878f0e9617
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItem.java
@@ -0,0 +1,141 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * A stored speech segment or delegation. Speech segments are not native turns or proof of playback; delegation results
+ * are separate from spoken transcripts.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public class VoiceAgentLiveConversationItem implements JsonSerializable<VoiceAgentLiveConversationItem> {
+
+    /*
+     * The persisted item kind.
+     */
+    @Generated
+    private VoiceAgentLiveConversationItemType type
+        = VoiceAgentLiveConversationItemType.fromString("VoiceAgentLiveConversationItem");
+
+    /*
+     * Item ID used for retrieval. Foundry assigns speech IDs; delegation IDs retain their native value.
+     */
+    @Generated
+    private final String id;
+
+    /**
+     * Creates an instance of VoiceAgentLiveConversationItem class.
+     *
+     * @param id the id value to set.
+     */
+    @Generated
+    protected VoiceAgentLiveConversationItem(String id) {
+        this.id = id;
+    }
+
+    /**
+     * Get the type property: The persisted item kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    public VoiceAgentLiveConversationItemType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the id property: Item ID used for retrieval. Foundry assigns speech IDs; delegation IDs retain their native
+     * value.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", this.id);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveConversationItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveConversationItem if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveConversationItem.
+     */
+    @Generated
+    public static VoiceAgentLiveConversationItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String discriminatorValue = null;
+            try (JsonReader readerToUse = reader.bufferObject()) {
+                // Prepare for reading
+                readerToUse.nextToken();
+                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
+                    String fieldName = readerToUse.getFieldName();
+                    readerToUse.nextToken();
+                    if ("type".equals(fieldName)) {
+                        discriminatorValue = readerToUse.getString();
+                        break;
+                    } else {
+                        readerToUse.skipChildren();
+                    }
+                }
+                // Use the discriminator value to determine which subtype should be deserialized.
+                if ("input".equals(discriminatorValue)) {
+                    return VoiceAgentLiveInputConversationItem.fromJson(readerToUse.reset());
+                } else if ("output".equals(discriminatorValue)) {
+                    return VoiceAgentLiveOutputConversationItem.fromJson(readerToUse.reset());
+                } else if ("delegation".equals(discriminatorValue)) {
+                    return VoiceAgentLiveDelegationConversationItem.fromJson(readerToUse.reset());
+                } else {
+                    return fromJsonKnownDiscriminator(readerToUse.reset());
+                }
+            }
+        });
+    }
+
+    @Generated
+    static VoiceAgentLiveConversationItem fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            VoiceAgentLiveConversationItemType type = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = VoiceAgentLiveConversationItemType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveConversationItem deserializedVoiceAgentLiveConversationItem
+                = new VoiceAgentLiveConversationItem(id);
+            deserializedVoiceAgentLiveConversationItem.type = type;
+            return deserializedVoiceAgentLiveConversationItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItemType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItemType.java
new file mode 100644
index 0000000000000..16b84470b4e80
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItemType.java
@@ -0,0 +1,65 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The kind of a persisted Live conversation item.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveConversationItemType extends ExpandableStringEnum<VoiceAgentLiveConversationItemType> {
+
+    /**
+     * Static value input for VoiceAgentLiveConversationItemType.
+     */
+    @Generated
+    public static final VoiceAgentLiveConversationItemType INPUT = fromString("input");
+
+    /**
+     * Static value output for VoiceAgentLiveConversationItemType.
+     */
+    @Generated
+    public static final VoiceAgentLiveConversationItemType OUTPUT = fromString("output");
+
+    /**
+     * Static value delegation for VoiceAgentLiveConversationItemType.
+     */
+    @Generated
+    public static final VoiceAgentLiveConversationItemType DELEGATION = fromString("delegation");
+
+    /**
+     * Creates a new instance of VoiceAgentLiveConversationItemType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentLiveConversationItemType() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentLiveConversationItemType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentLiveConversationItemType.
+     */
+    @Generated
+    public static VoiceAgentLiveConversationItemType fromString(String name) {
+        return fromString(name, VoiceAgentLiveConversationItemType.class);
+    }
+
+    /**
+     * Gets known VoiceAgentLiveConversationItemType values.
+     *
+     * @return known VoiceAgentLiveConversationItemType values.
+     */
+    @Generated
+    public static Collection<VoiceAgentLiveConversationItemType> values() {
+        return values(VoiceAgentLiveConversationItemType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDefinition.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDefinition.java
new file mode 100644
index 0000000000000..525893df12347
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDefinition.java
@@ -0,0 +1,319 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import com.openai.models.live.SessionConfig.Audio;
+import java.io.IOException;
+import java.util.Map;
+
+/**
+ * The Live voice agent definition. Its configuration (model, instructions, audio, and delegation) drives a
+ * managed speech-to-speech experience using a Foundry GPT Live deployment. Establish Live voice sessions through
+ * `GET /agents/{agent_name}/endpoint/protocols/voice/live/sessions`. Every create or update produces a new immutable
+ * version.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveDefinition extends VoiceAgentBaseDefinition {
+
+    /*
+     * The kind property.
+     */
+    @Generated
+    private final AgentKind kind = AgentKind.VOICE;
+
+    /*
+     * The voice protocol for this agent version. Null and unknown values are invalid.
+     */
+    @Generated
+    private VoiceAgentSubProtocol subProtocol = VoiceAgentSubProtocol.LIVE;
+
+    /*
+     * Uses a Foundry model deployment.
+     */
+    @Generated
+    private final VoiceModelType modelType = VoiceModelType.SELF_DEPLOYED;
+
+    /*
+     * The GPT Live deployment name.
+     */
+    @Generated
+    private final String model;
+
+    /*
+     * Template-only startup greeting, rendered with session structured inputs. Foundry-only; not sent in native Live
+     * settings.
+     */
+    @Generated
+    private VoiceAgentTemplateGreetingConfiguration greeting;
+
+    /*
+     * Startup audio formats and output voice.
+     */
+    @Generated
+    private Audio audio;
+
+    /*
+     * Delegation settings. Omit for client mode. responses.model is a backend deployment name in the Live resource, not
+     * a model catalog ID.
+     */
+    @Generated
+    private VoiceAgentLiveDelegation delegation;
+
+    /**
+     * Creates an instance of VoiceAgentLiveDefinition class.
+     *
+     * @param model the model value to set.
+     */
+    @Generated
+    public VoiceAgentLiveDefinition(String model) {
+        this.model = model;
+    }
+
+    /**
+     * Get the kind property: The kind property.
+     *
+     * @return the kind value.
+     */
+    @Generated
+    @Override
+    public AgentKind getKind() {
+        return this.kind;
+    }
+
+    /**
+     * Get the subProtocol property: The voice protocol for this agent version. Null and unknown values are invalid.
+     *
+     * @return the subProtocol value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSubProtocol getSubProtocol() {
+        return this.subProtocol;
+    }
+
+    /**
+     * Get the modelType property: Uses a Foundry model deployment.
+     *
+     * @return the modelType value.
+     */
+    @Generated
+    public VoiceModelType getModelType() {
+        return this.modelType;
+    }
+
+    /**
+     * Get the model property: The GPT Live deployment name.
+     *
+     * @return the model value.
+     */
+    @Generated
+    public String getModel() {
+        return this.model;
+    }
+
+    /**
+     * Get the greeting property: Template-only startup greeting, rendered with session structured inputs. Foundry-only;
+     * not sent in native Live settings.
+     *
+     * @return the greeting value.
+     */
+    @Generated
+    public VoiceAgentTemplateGreetingConfiguration getGreeting() {
+        return this.greeting;
+    }
+
+    /**
+     * Set the greeting property: Template-only startup greeting, rendered with session structured inputs. Foundry-only;
+     * not sent in native Live settings.
+     *
+     * @param greeting the greeting value to set.
+     * @return the VoiceAgentLiveDefinition object itself.
+     */
+    @Generated
+    public VoiceAgentLiveDefinition setGreeting(VoiceAgentTemplateGreetingConfiguration greeting) {
+        this.greeting = greeting;
+        return this;
+    }
+
+    /**
+     * Get the audio property: Startup audio formats and output voice.
+     *
+     * @return the audio value.
+     */
+    @Generated
+    public Audio getAudio() {
+        return this.audio;
+    }
+
+    /**
+     * Get the delegation property: Delegation settings. Omit for client mode. responses.model is a backend deployment
+     * name in the Live resource, not a model catalog ID.
+     *
+     * @return the delegation value.
+     */
+    @Generated
+    public VoiceAgentLiveDelegation getDelegation() {
+        return this.delegation;
+    }
+
+    /**
+     * Set the delegation property: Delegation settings. Omit for client mode. responses.model is a backend deployment
+     * name in the Live resource, not a model catalog ID.
+     *
+     * @param delegation the delegation value to set.
+     * @return the VoiceAgentLiveDefinition object itself.
+     */
+    @Generated
+    public VoiceAgentLiveDefinition setDelegation(VoiceAgentLiveDelegation delegation) {
+        this.delegation = delegation;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDefinition setInstructions(String instructions) {
+        super.setInstructions(instructions);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDefinition setStructuredInputs(Map<String, StructuredInputDefinition> structuredInputs) {
+        super.setStructuredInputs(structuredInputs);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDefinition setStore(Boolean store) {
+        super.setStore(store);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDefinition setRaiConfig(RaiConfig raiConfig) {
+        super.setRaiConfig(raiConfig);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        // AI Tooling: openai-java de-dup
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("kind", this.kind == null ? null : this.kind.toString());
+        jsonWriter.writeJsonField("rai_config", getRaiConfig());
+        jsonWriter.writeStringField("instructions", getInstructions());
+        jsonWriter.writeMapField("structured_inputs", getStructuredInputs(),
+            (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeBooleanField("store", isStore());
+        jsonWriter.writeStringField("model_type", this.modelType == null ? null : this.modelType.toString());
+        jsonWriter.writeStringField("model", this.model);
+        jsonWriter.writeStringField("sub_protocol", this.subProtocol == null ? null : this.subProtocol.toString());
+        jsonWriter.writeJsonField("greeting", this.greeting);
+        if (this.audio != null) {
+            jsonWriter.writeFieldName("audio");
+            OpenAIJsonHelper.toBinaryData(this.audio).writeTo(jsonWriter);
+        }
+        jsonWriter.writeJsonField("delegation", this.delegation);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveDefinition from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveDefinition if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveDefinition.
+     */
+    public static VoiceAgentLiveDefinition fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: openai-java de-dup
+        return jsonReader.readObject(reader -> {
+            RaiConfig raiConfig = null;
+            String instructions = null;
+            Map<String, StructuredInputDefinition> structuredInputs = null;
+            Boolean store = null;
+            String model = null;
+            VoiceAgentSubProtocol subProtocol = VoiceAgentSubProtocol.LIVE;
+            VoiceAgentTemplateGreetingConfiguration greeting = null;
+            Audio audio = null;
+            VoiceAgentLiveDelegation delegation = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("rai_config".equals(fieldName)) {
+                    raiConfig = RaiConfig.fromJson(reader);
+                } else if ("instructions".equals(fieldName)) {
+                    instructions = reader.getString();
+                } else if ("structured_inputs".equals(fieldName)) {
+                    structuredInputs = reader.readMap(reader1 -> StructuredInputDefinition.fromJson(reader1));
+                } else if ("store".equals(fieldName)) {
+                    store = reader.getNullable(JsonReader::getBoolean);
+                } else if ("model".equals(fieldName)) {
+                    model = reader.getString();
+                } else if ("sub_protocol".equals(fieldName)) {
+                    subProtocol = VoiceAgentSubProtocol.fromString(reader.getString());
+                } else if ("greeting".equals(fieldName)) {
+                    greeting = VoiceAgentTemplateGreetingConfiguration.fromJson(reader);
+                } else if ("audio".equals(fieldName)) {
+                    BinaryData audioData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    audio = OpenAIJsonHelper.fromBinaryData(audioData, Audio.class);
+                } else if ("delegation".equals(fieldName)) {
+                    delegation = VoiceAgentLiveDelegation.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveDefinition deserializedVoiceAgentLiveDefinition = new VoiceAgentLiveDefinition(model);
+            deserializedVoiceAgentLiveDefinition.setRaiConfig(raiConfig);
+            deserializedVoiceAgentLiveDefinition.setInstructions(instructions);
+            deserializedVoiceAgentLiveDefinition.setStructuredInputs(structuredInputs);
+            deserializedVoiceAgentLiveDefinition.setStore(store);
+            deserializedVoiceAgentLiveDefinition.subProtocol = subProtocol;
+            deserializedVoiceAgentLiveDefinition.greeting = greeting;
+            deserializedVoiceAgentLiveDefinition.audio = audio;
+            deserializedVoiceAgentLiveDefinition.delegation = delegation;
+            return deserializedVoiceAgentLiveDefinition;
+        });
+    }
+
+    /**
+     * Set the audio property: Startup audio formats and output voice.
+     *
+     * @param audio the audio value to set.
+     * @return the VoiceAgentLiveDefinition object itself.
+     */
+    @Generated
+    public VoiceAgentLiveDefinition setAudio(Audio audio) {
+        this.audio = audio;
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfigurationBase.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegation.java
similarity index 60%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfigurationBase.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegation.java
index 446dd2ee8f4fc..c9fde074c4293 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/RealtimeSessionConfigurationBase.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegation.java
@@ -13,32 +13,32 @@
 import java.io.IOException;
 
 /**
- * The RealtimeSessionConfigurationBase model.
+ * Who handles delegated work for a Live voice agent.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public class RealtimeSessionConfigurationBase implements JsonSerializable<RealtimeSessionConfigurationBase> {
+public class VoiceAgentLiveDelegation implements JsonSerializable<VoiceAgentLiveDelegation> {
 
     /*
-     * The type property.
+     * The delegation owner.
      */
     @Generated
-    private RealtimeSessionType type = RealtimeSessionType.fromString("RealtimeSessionConfigurationBase");
+    private VoiceAgentLiveDelegationType type;
 
     /**
-     * Creates an instance of RealtimeSessionConfigurationBase class.
+     * Creates an instance of VoiceAgentLiveDelegation class.
      */
     @Generated
-    protected RealtimeSessionConfigurationBase() {
+    protected VoiceAgentLiveDelegation() {
     }
 
     /**
-     * Get the type property: The type property.
+     * Get the type property: The delegation owner.
      *
      * @return the type value.
      */
     @Generated
-    public RealtimeSessionType getType() {
+    public VoiceAgentLiveDelegationType getType() {
         return this.type;
     }
 
@@ -54,15 +54,15 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of RealtimeSessionConfigurationBase from the JsonReader.
+     * Reads an instance of VoiceAgentLiveDelegation from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of RealtimeSessionConfigurationBase if the JsonReader was pointing to an instance of it, or
-     * null if it was pointing to JSON null.
-     * @throws IOException If an error occurs while reading the RealtimeSessionConfigurationBase.
+     * @return An instance of VoiceAgentLiveDelegation if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveDelegation.
      */
     @Generated
-    public static RealtimeSessionConfigurationBase fromJson(JsonReader jsonReader) throws IOException {
+    public static VoiceAgentLiveDelegation fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String discriminatorValue = null;
             try (JsonReader readerToUse = reader.bufferObject()) {
@@ -79,10 +79,12 @@ public static RealtimeSessionConfigurationBase fromJson(JsonReader jsonReader) t
                     }
                 }
                 // Use the discriminator value to determine which subtype should be deserialized.
-                if ("realtime".equals(discriminatorValue)) {
-                    return RealtimeSessionConfiguration.fromJson(readerToUse.reset());
-                } else if ("transcription".equals(discriminatorValue)) {
-                    return RealtimeTranscriptionSessionConfiguration.fromJson(readerToUse.reset());
+                if ("client".equals(discriminatorValue)) {
+                    return VoiceAgentLiveClientDelegation.fromJson(readerToUse.reset());
+                } else if ("responses".equals(discriminatorValue)) {
+                    return VoiceAgentLiveResponsesDelegation.fromJson(readerToUse.reset());
+                } else if ("foundry_managed_agent".equals(discriminatorValue)) {
+                    return VoiceAgentLiveManagedAgentDelegation.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
@@ -91,21 +93,20 @@ public static RealtimeSessionConfigurationBase fromJson(JsonReader jsonReader) t
     }
 
     @Generated
-    static RealtimeSessionConfigurationBase fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
+    static VoiceAgentLiveDelegation fromJsonKnownDiscriminator(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            RealtimeSessionConfigurationBase deserializedRealtimeSessionConfigurationBase
-                = new RealtimeSessionConfigurationBase();
+            VoiceAgentLiveDelegation deserializedVoiceAgentLiveDelegation = new VoiceAgentLiveDelegation();
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
-                    deserializedRealtimeSessionConfigurationBase.type
-                        = RealtimeSessionType.fromString(reader.getString());
+                    deserializedVoiceAgentLiveDelegation.type
+                        = VoiceAgentLiveDelegationType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
             }
-            return deserializedRealtimeSessionConfigurationBase;
+            return deserializedVoiceAgentLiveDelegation;
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationConversationItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationConversationItem.java
new file mode 100644
index 0000000000000..2d175ec554ab6
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationConversationItem.java
@@ -0,0 +1,204 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * A stored delegation using native fields with Foundry-specific targets. Its id is the native delegation ID.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public class VoiceAgentLiveDelegationConversationItem extends VoiceAgentLiveConversationItem {
+
+    /*
+     * The persisted item kind.
+     */
+    @Generated
+    private final VoiceAgentLiveConversationItemType type = VoiceAgentLiveConversationItemType.DELEGATION;
+
+    /*
+     * The configured delegation owner.
+     */
+    @Generated
+    private VoiceAgentLiveDelegationTarget target = VoiceAgentLiveDelegationTarget.fromString("delegation");
+
+    /*
+     * The ID of the Responses API response associated with a Responses delegation. Omitted for client delegations.
+     */
+    @Generated
+    private String responseId;
+
+    /*
+     * Observed delegation creation time, in Unix seconds.
+     */
+    @Generated
+    private final long createdAt;
+
+    /**
+     * Creates an instance of VoiceAgentLiveDelegationConversationItem class.
+     *
+     * @param id the id value to set.
+     * @param createdAt the createdAt value to set.
+     */
+    @Generated
+    protected VoiceAgentLiveDelegationConversationItem(String id, OffsetDateTime createdAt) {
+        super(id);
+        if (createdAt == null) {
+            this.createdAt = 0L;
+        } else {
+            this.createdAt = createdAt.toEpochSecond();
+        }
+    }
+
+    /**
+     * Get the type property: The persisted item kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveConversationItemType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the target property: The configured delegation owner.
+     *
+     * @return the target value.
+     */
+    @Generated
+    public VoiceAgentLiveDelegationTarget getTarget() {
+        return this.target;
+    }
+
+    /**
+     * Get the responseId property: The ID of the Responses API response associated with a Responses delegation. Omitted
+     * for client delegations.
+     *
+     * @return the responseId value.
+     */
+    @Generated
+    public String getResponseId() {
+        return this.responseId;
+    }
+
+    /**
+     * Set the responseId property: The ID of the Responses API response associated with a Responses delegation. Omitted
+     * for client delegations.
+     *
+     * @param responseId the responseId value to set.
+     * @return the VoiceAgentLiveDelegationConversationItem object itself.
+     */
+    @Generated
+    VoiceAgentLiveDelegationConversationItem setResponseId(String responseId) {
+        this.responseId = responseId;
+        return this;
+    }
+
+    /**
+     * Get the createdAt property: Observed delegation creation time, in Unix seconds.
+     *
+     * @return the createdAt value.
+     */
+    @Generated
+    public OffsetDateTime getCreatedAt() {
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("id", getId());
+        jsonWriter.writeLongField("created_at", this.createdAt);
+        jsonWriter.writeStringField("target", this.target == null ? null : this.target.toString());
+        jsonWriter.writeStringField("response_id", this.responseId);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveDelegationConversationItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveDelegationConversationItem if the JsonReader was pointing to an instance of
+     * it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveDelegationConversationItem.
+     */
+    @Generated
+    public static VoiceAgentLiveDelegationConversationItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String discriminatorValue = null;
+            try (JsonReader readerToUse = reader.bufferObject()) {
+                // Prepare for reading
+                readerToUse.nextToken();
+                while (readerToUse.nextToken() != JsonToken.END_OBJECT) {
+                    String fieldName = readerToUse.getFieldName();
+                    readerToUse.nextToken();
+                    if ("target".equals(fieldName)) {
+                        discriminatorValue = readerToUse.getString();
+                        break;
+                    } else {
+                        readerToUse.skipChildren();
+                    }
+                }
+                // Use the discriminator value to determine which subtype should be deserialized.
+                if ("client".equals(discriminatorValue)) {
+                    return VoiceAgentLiveClientDelegationConversationItem.fromJson(readerToUse.reset());
+                } else if ("responses".equals(discriminatorValue)) {
+                    return VoiceAgentLiveResponsesDelegationConversationItem.fromJson(readerToUse.reset());
+                } else if ("foundry_managed_agent".equals(discriminatorValue)) {
+                    return VoiceAgentLiveFoundryManagedAgentDelegationItem.fromJson(readerToUse.reset());
+                } else {
+                    return fromJsonKnownDiscriminator(readerToUse.reset());
+                }
+            }
+        });
+    }
+
+    @Generated
+    static VoiceAgentLiveDelegationConversationItem fromJsonKnownDiscriminator(JsonReader jsonReader)
+        throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            OffsetDateTime createdAt = null;
+            VoiceAgentLiveDelegationTarget target = VoiceAgentLiveDelegationTarget.fromString("delegation");
+            String responseId = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("created_at".equals(fieldName)) {
+                    createdAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
+                } else if ("target".equals(fieldName)) {
+                    target = VoiceAgentLiveDelegationTarget.fromString(reader.getString());
+                } else if ("response_id".equals(fieldName)) {
+                    responseId = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveDelegationConversationItem deserializedVoiceAgentLiveDelegationConversationItem
+                = new VoiceAgentLiveDelegationConversationItem(id, createdAt);
+            deserializedVoiceAgentLiveDelegationConversationItem.target = target;
+            deserializedVoiceAgentLiveDelegationConversationItem.responseId = responseId;
+            return deserializedVoiceAgentLiveDelegationConversationItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationResultItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationResultItem.java
new file mode 100644
index 0000000000000..2c0808f1a0e83
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationResultItem.java
@@ -0,0 +1,101 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Persisted guidance accepted by Live. The service populates commentary, thinking, or both. Agent delegation section
+ * markers are removed before storage.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveDelegationResultItem implements JsonSerializable<VoiceAgentLiveDelegationResultItem> {
+
+    /*
+     * Guidance for Live to communicate to the user.
+     */
+    @Generated
+    private String commentary;
+
+    /*
+     * Background context, not private reasoning or a request to speak.
+     */
+    @Generated
+    private String thinking;
+
+    /**
+     * Creates an instance of VoiceAgentLiveDelegationResultItem class.
+     */
+    @Generated
+    private VoiceAgentLiveDelegationResultItem() {
+    }
+
+    /**
+     * Get the commentary property: Guidance for Live to communicate to the user.
+     *
+     * @return the commentary value.
+     */
+    @Generated
+    public String getCommentary() {
+        return this.commentary;
+    }
+
+    /**
+     * Get the thinking property: Background context, not private reasoning or a request to speak.
+     *
+     * @return the thinking value.
+     */
+    @Generated
+    public String getThinking() {
+        return this.thinking;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("commentary", this.commentary);
+        jsonWriter.writeStringField("thinking", this.thinking);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveDelegationResultItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveDelegationResultItem if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveDelegationResultItem.
+     */
+    @Generated
+    public static VoiceAgentLiveDelegationResultItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentLiveDelegationResultItem deserializedVoiceAgentLiveDelegationResultItem
+                = new VoiceAgentLiveDelegationResultItem();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("commentary".equals(fieldName)) {
+                    deserializedVoiceAgentLiveDelegationResultItem.commentary = reader.getString();
+                } else if ("thinking".equals(fieldName)) {
+                    deserializedVoiceAgentLiveDelegationResultItem.thinking = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentLiveDelegationResultItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationStatus.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationStatus.java
new file mode 100644
index 0000000000000..113591bcb21a3
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationStatus.java
@@ -0,0 +1,77 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Persisted delegation outcome, not speech or playback status.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveDelegationStatus extends ExpandableStringEnum<VoiceAgentLiveDelegationStatus> {
+
+    /**
+     * Static value in_progress for VoiceAgentLiveDelegationStatus.
+     */
+    @Generated
+    public static final VoiceAgentLiveDelegationStatus IN_PROGRESS = fromString("in_progress");
+
+    /**
+     * Static value completed for VoiceAgentLiveDelegationStatus.
+     */
+    @Generated
+    public static final VoiceAgentLiveDelegationStatus COMPLETED = fromString("completed");
+
+    /**
+     * Static value failed for VoiceAgentLiveDelegationStatus.
+     */
+    @Generated
+    public static final VoiceAgentLiveDelegationStatus FAILED = fromString("failed");
+
+    /**
+     * Static value incomplete for VoiceAgentLiveDelegationStatus.
+     */
+    @Generated
+    public static final VoiceAgentLiveDelegationStatus INCOMPLETE = fromString("incomplete");
+
+    /**
+     * Static value cancelled for VoiceAgentLiveDelegationStatus.
+     */
+    @Generated
+    public static final VoiceAgentLiveDelegationStatus CANCELLED = fromString("cancelled");
+
+    /**
+     * Creates a new instance of VoiceAgentLiveDelegationStatus value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentLiveDelegationStatus() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentLiveDelegationStatus from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentLiveDelegationStatus.
+     */
+    @Generated
+    public static VoiceAgentLiveDelegationStatus fromString(String name) {
+        return fromString(name, VoiceAgentLiveDelegationStatus.class);
+    }
+
+    /**
+     * Gets known VoiceAgentLiveDelegationStatus values.
+     *
+     * @return known VoiceAgentLiveDelegationStatus values.
+     */
+    @Generated
+    public static Collection<VoiceAgentLiveDelegationStatus> values() {
+        return values(VoiceAgentLiveDelegationStatus.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationTarget.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationTarget.java
new file mode 100644
index 0000000000000..c1e314b6c8404
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationTarget.java
@@ -0,0 +1,65 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Delegation owner. Foundry agent targets use native client delegation upstream.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveDelegationTarget extends ExpandableStringEnum<VoiceAgentLiveDelegationTarget> {
+
+    /**
+     * Static value responses for VoiceAgentLiveDelegationTarget.
+     */
+    @Generated
+    public static final VoiceAgentLiveDelegationTarget RESPONSES = fromString("responses");
+
+    /**
+     * Static value client for VoiceAgentLiveDelegationTarget.
+     */
+    @Generated
+    public static final VoiceAgentLiveDelegationTarget CLIENT = fromString("client");
+
+    /**
+     * Static value foundry_managed_agent for VoiceAgentLiveDelegationTarget.
+     */
+    @Generated
+    public static final VoiceAgentLiveDelegationTarget FOUNDRY_MANAGED_AGENT = fromString("foundry_managed_agent");
+
+    /**
+     * Creates a new instance of VoiceAgentLiveDelegationTarget value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentLiveDelegationTarget() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentLiveDelegationTarget from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentLiveDelegationTarget.
+     */
+    @Generated
+    public static VoiceAgentLiveDelegationTarget fromString(String name) {
+        return fromString(name, VoiceAgentLiveDelegationTarget.class);
+    }
+
+    /**
+     * Gets known VoiceAgentLiveDelegationTarget values.
+     *
+     * @return known VoiceAgentLiveDelegationTarget values.
+     */
+    @Generated
+    public static Collection<VoiceAgentLiveDelegationTarget> values() {
+        return values(VoiceAgentLiveDelegationTarget.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationType.java
new file mode 100644
index 0000000000000..a0a625f886f8e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationType.java
@@ -0,0 +1,62 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * Supported owners of work delegated by a Live voice agent.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public enum VoiceAgentLiveDelegationType {
+
+    /**
+     * The application handles delegated work.
+     */
+    CLIENT("client"),
+    /**
+     * A Responses backend handles delegated work.
+     */
+    RESPONSES("responses"),
+    /**
+     * A prompt agent in the same project handles delegated work.
+     */
+    FOUNDRY_MANAGED_AGENT("foundry_managed_agent");
+
+    /**
+     * The actual serialized value for a VoiceAgentLiveDelegationType instance.
+     */
+    private final String value;
+
+    VoiceAgentLiveDelegationType(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentLiveDelegationType instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentLiveDelegationType object, or null if unable to parse.
+     */
+    public static VoiceAgentLiveDelegationType fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentLiveDelegationType[] items = VoiceAgentLiveDelegationType.values();
+        for (VoiceAgentLiveDelegationType item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveFoundryManagedAgentDelegationItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveFoundryManagedAgentDelegationItem.java
new file mode 100644
index 0000000000000..a3bd9d521ada7
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveFoundryManagedAgentDelegationItem.java
@@ -0,0 +1,289 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+import java.util.List;
+
+/**
+ * Stored prompt-agent delegation state and accepted results.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveFoundryManagedAgentDelegationItem extends VoiceAgentLiveDelegationConversationItem {
+
+    /*
+     * The persisted item kind.
+     */
+    @Generated
+    private final VoiceAgentLiveConversationItemType type = VoiceAgentLiveConversationItemType.DELEGATION;
+
+    /*
+     * The configured delegation owner.
+     */
+    @Generated
+    private VoiceAgentLiveDelegationTarget target = VoiceAgentLiveDelegationTarget.FOUNDRY_MANAGED_AGENT;
+
+    /*
+     * Target agent name in the same project.
+     */
+    @Generated
+    private final String agentName;
+
+    /*
+     * Target version pinned at connection start.
+     */
+    @Generated
+    private final String agentVersion;
+
+    /*
+     * Backend conversation ID, distinct from the voice conversation and Live session IDs.
+     */
+    @Generated
+    private String backendConversationId;
+
+    /*
+     * Accepted guidance in order; empty until a result is accepted. Entries have no individual IDs, are noncumulative,
+     * and are independent of backend output_index. Partial results survive failure or cancellation.
+     */
+    @Generated
+    private final List<VoiceAgentLiveDelegationResultItem> output;
+
+    /*
+     * Task context sent to the target agent, not the full request body.
+     */
+    @Generated
+    private String delegationContext;
+
+    /*
+     * The persisted delegation outcome.
+     */
+    @Generated
+    private final VoiceAgentLiveDelegationStatus status;
+
+    /**
+     * Creates an instance of VoiceAgentLiveFoundryManagedAgentDelegationItem class.
+     *
+     * @param id the id value to set.
+     * @param createdAt the createdAt value to set.
+     * @param agentName the agentName value to set.
+     * @param agentVersion the agentVersion value to set.
+     * @param offset the offset value to set.
+     * @param output the output value to set.
+     * @param status the status value to set.
+     */
+    @Generated
+    private VoiceAgentLiveFoundryManagedAgentDelegationItem(String id, OffsetDateTime createdAt, String agentName,
+        String agentVersion, Duration offset, List<VoiceAgentLiveDelegationResultItem> output,
+        VoiceAgentLiveDelegationStatus status) {
+        super(id, createdAt);
+        this.agentName = agentName;
+        this.agentVersion = agentVersion;
+        if (offset == null) {
+            this.offset = 0L;
+        } else {
+            this.offset = offset.toMillis();
+        }
+        this.output = output;
+        this.status = status;
+    }
+
+    /**
+     * Get the type property: The persisted item kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveConversationItemType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the target property: The configured delegation owner.
+     *
+     * @return the target value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDelegationTarget getTarget() {
+        return this.target;
+    }
+
+    /**
+     * Get the agentName property: Target agent name in the same project.
+     *
+     * @return the agentName value.
+     */
+    @Generated
+    public String getAgentName() {
+        return this.agentName;
+    }
+
+    /**
+     * Get the agentVersion property: Target version pinned at connection start.
+     *
+     * @return the agentVersion value.
+     */
+    @Generated
+    public String getAgentVersion() {
+        return this.agentVersion;
+    }
+
+    /**
+     * Get the backendConversationId property: Backend conversation ID, distinct from the voice conversation and Live
+     * session IDs.
+     *
+     * @return the backendConversationId value.
+     */
+    @Generated
+    public String getBackendConversationId() {
+        return this.backendConversationId;
+    }
+
+    /**
+     * Get the output property: Accepted guidance in order; empty until a result is accepted. Entries have no individual
+     * IDs, are noncumulative, and are independent of backend output_index. Partial results survive failure or
+     * cancellation.
+     *
+     * @return the output value.
+     */
+    @Generated
+    public List<VoiceAgentLiveDelegationResultItem> getOutput() {
+        return this.output;
+    }
+
+    /**
+     * Get the delegationContext property: Task context sent to the target agent, not the full request body.
+     *
+     * @return the delegationContext value.
+     */
+    @Generated
+    public String getDelegationContext() {
+        return this.delegationContext;
+    }
+
+    /**
+     * Get the status property: The persisted delegation outcome.
+     *
+     * @return the status value.
+     */
+    @Generated
+    public VoiceAgentLiveDelegationStatus getStatus() {
+        return this.status;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("id", getId());
+        if (getCreatedAt() != null) {
+            jsonWriter.writeLongField("created_at", getCreatedAt().toEpochSecond());
+        }
+        jsonWriter.writeStringField("response_id", getResponseId());
+        jsonWriter.writeStringField("agent_name", this.agentName);
+        jsonWriter.writeStringField("agent_version", this.agentVersion);
+        jsonWriter.writeLongField("offset_ms", this.offset);
+        jsonWriter.writeArrayField("output", this.output, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("status", this.status == null ? null : this.status.toString());
+        jsonWriter.writeStringField("target", this.target == null ? null : this.target.toString());
+        jsonWriter.writeStringField("backend_conversation_id", this.backendConversationId);
+        jsonWriter.writeStringField("delegation_context", this.delegationContext);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveFoundryManagedAgentDelegationItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveFoundryManagedAgentDelegationItem if the JsonReader was pointing to an
+     * instance of it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveFoundryManagedAgentDelegationItem.
+     */
+    @Generated
+    public static VoiceAgentLiveFoundryManagedAgentDelegationItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            OffsetDateTime createdAt = null;
+            String responseId = null;
+            String agentName = null;
+            String agentVersion = null;
+            Duration offset = null;
+            List<VoiceAgentLiveDelegationResultItem> output = null;
+            VoiceAgentLiveDelegationStatus status = null;
+            VoiceAgentLiveDelegationTarget target = VoiceAgentLiveDelegationTarget.FOUNDRY_MANAGED_AGENT;
+            String backendConversationId = null;
+            String delegationContext = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("created_at".equals(fieldName)) {
+                    createdAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
+                } else if ("response_id".equals(fieldName)) {
+                    responseId = reader.getString();
+                } else if ("agent_name".equals(fieldName)) {
+                    agentName = reader.getString();
+                } else if ("agent_version".equals(fieldName)) {
+                    agentVersion = reader.getString();
+                } else if ("offset_ms".equals(fieldName)) {
+                    offset = Duration.ofMillis(reader.getLong());
+                } else if ("output".equals(fieldName)) {
+                    output = reader.readArray(reader1 -> VoiceAgentLiveDelegationResultItem.fromJson(reader1));
+                } else if ("status".equals(fieldName)) {
+                    status = VoiceAgentLiveDelegationStatus.fromString(reader.getString());
+                } else if ("target".equals(fieldName)) {
+                    target = VoiceAgentLiveDelegationTarget.fromString(reader.getString());
+                } else if ("backend_conversation_id".equals(fieldName)) {
+                    backendConversationId = reader.getString();
+                } else if ("delegation_context".equals(fieldName)) {
+                    delegationContext = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveFoundryManagedAgentDelegationItem deserializedVoiceAgentLiveFoundryManagedAgentDelegationItem
+                = new VoiceAgentLiveFoundryManagedAgentDelegationItem(id, createdAt, agentName, agentVersion, offset,
+                    output, status);
+            deserializedVoiceAgentLiveFoundryManagedAgentDelegationItem.setResponseId(responseId);
+            deserializedVoiceAgentLiveFoundryManagedAgentDelegationItem.target = target;
+            deserializedVoiceAgentLiveFoundryManagedAgentDelegationItem.backendConversationId = backendConversationId;
+            deserializedVoiceAgentLiveFoundryManagedAgentDelegationItem.delegationContext = delegationContext;
+            return deserializedVoiceAgentLiveFoundryManagedAgentDelegationItem;
+        });
+    }
+
+    /*
+     * Native delegation offset from session start, in milliseconds.
+     */
+    @Generated
+    private final long offset;
+
+    /**
+     * Get the offset property: Native delegation offset from session start, in milliseconds.
+     *
+     * @return the offset value.
+     */
+    @Generated
+    public Duration getOffset() {
+        return Duration.ofMillis(this.offset);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveInputConversationItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveInputConversationItem.java
new file mode 100644
index 0000000000000..f443ccbdc8e1e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveInputConversationItem.java
@@ -0,0 +1,133 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * A stored user speech segment.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveInputConversationItem extends VoiceAgentLiveConversationItem {
+
+    /*
+     * The persisted item kind.
+     */
+    @Generated
+    private VoiceAgentLiveConversationItemType type = VoiceAgentLiveConversationItemType.INPUT;
+
+    /*
+     * Captured user transcription, when available.
+     */
+    @Generated
+    private String transcription;
+
+    /*
+     * Captured audio metadata; audio.item_id matches this item's id.
+     */
+    @Generated
+    private VoiceAudioItem audio;
+
+    /**
+     * Creates an instance of VoiceAgentLiveInputConversationItem class.
+     *
+     * @param id the id value to set.
+     */
+    @Generated
+    private VoiceAgentLiveInputConversationItem(String id) {
+        super(id);
+    }
+
+    /**
+     * Get the type property: The persisted item kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveConversationItemType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the transcription property: Captured user transcription, when available.
+     *
+     * @return the transcription value.
+     */
+    @Generated
+    public String getTranscription() {
+        return this.transcription;
+    }
+
+    /**
+     * Get the audio property: Captured audio metadata; audio.item_id matches this item's id.
+     *
+     * @return the audio value.
+     */
+    @Generated
+    public VoiceAudioItem getAudio() {
+        return this.audio;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", getId());
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("transcription", this.transcription);
+        jsonWriter.writeJsonField("audio", this.audio);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveInputConversationItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveInputConversationItem if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveInputConversationItem.
+     */
+    @Generated
+    public static VoiceAgentLiveInputConversationItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            VoiceAgentLiveConversationItemType type = VoiceAgentLiveConversationItemType.INPUT;
+            String transcription = null;
+            VoiceAudioItem audio = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = VoiceAgentLiveConversationItemType.fromString(reader.getString());
+                } else if ("transcription".equals(fieldName)) {
+                    transcription = reader.getString();
+                } else if ("audio".equals(fieldName)) {
+                    audio = VoiceAudioItem.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveInputConversationItem deserializedVoiceAgentLiveInputConversationItem
+                = new VoiceAgentLiveInputConversationItem(id);
+            deserializedVoiceAgentLiveInputConversationItem.type = type;
+            deserializedVoiceAgentLiveInputConversationItem.transcription = transcription;
+            deserializedVoiceAgentLiveInputConversationItem.audio = audio;
+            return deserializedVoiceAgentLiveInputConversationItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveManagedAgentDelegation.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveManagedAgentDelegation.java
new file mode 100644
index 0000000000000..c4115564d31c6
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveManagedAgentDelegation.java
@@ -0,0 +1,141 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * Delegates to a same-project prompt agent using native client delegation. Requires [thinking] and/or [commentary]
+ * output sections.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveManagedAgentDelegation extends VoiceAgentLiveDelegation {
+
+    /*
+     * The delegation owner.
+     */
+    @Generated
+    private VoiceAgentLiveDelegationType type = VoiceAgentLiveDelegationType.FOUNDRY_MANAGED_AGENT;
+
+    /*
+     * Name of a prompt agent in the same project.
+     */
+    @Generated
+    private final String agentName;
+
+    /*
+     * Agent version, pinned per connection. Omit to select the active version.
+     */
+    @Generated
+    private String agentVersion;
+
+    /**
+     * Creates an instance of VoiceAgentLiveManagedAgentDelegation class.
+     *
+     * @param agentName the agentName value to set.
+     */
+    @Generated
+    public VoiceAgentLiveManagedAgentDelegation(String agentName) {
+        this.agentName = agentName;
+    }
+
+    /**
+     * Get the type property: The delegation owner.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDelegationType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the agentName property: Name of a prompt agent in the same project.
+     *
+     * @return the agentName value.
+     */
+    @Generated
+    public String getAgentName() {
+        return this.agentName;
+    }
+
+    /**
+     * Get the agentVersion property: Agent version, pinned per connection. Omit to select the active version.
+     *
+     * @return the agentVersion value.
+     */
+    @Generated
+    public String getAgentVersion() {
+        return this.agentVersion;
+    }
+
+    /**
+     * Set the agentVersion property: Agent version, pinned per connection. Omit to select the active version.
+     *
+     * @param agentVersion the agentVersion value to set.
+     * @return the VoiceAgentLiveManagedAgentDelegation object itself.
+     */
+    @Generated
+    public VoiceAgentLiveManagedAgentDelegation setAgentVersion(String agentVersion) {
+        this.agentVersion = agentVersion;
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("agent_name", this.agentName);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("agent_version", this.agentVersion);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveManagedAgentDelegation from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveManagedAgentDelegation if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveManagedAgentDelegation.
+     */
+    @Generated
+    public static VoiceAgentLiveManagedAgentDelegation fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String agentName = null;
+            VoiceAgentLiveDelegationType type = VoiceAgentLiveDelegationType.FOUNDRY_MANAGED_AGENT;
+            String agentVersion = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("agent_name".equals(fieldName)) {
+                    agentName = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = VoiceAgentLiveDelegationType.fromString(reader.getString());
+                } else if ("agent_version".equals(fieldName)) {
+                    agentVersion = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveManagedAgentDelegation deserializedVoiceAgentLiveManagedAgentDelegation
+                = new VoiceAgentLiveManagedAgentDelegation(agentName);
+            deserializedVoiceAgentLiveManagedAgentDelegation.type = type;
+            deserializedVoiceAgentLiveManagedAgentDelegation.agentVersion = agentVersion;
+            return deserializedVoiceAgentLiveManagedAgentDelegation;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveOutputConversationItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveOutputConversationItem.java
new file mode 100644
index 0000000000000..4c9bd36bc59b9
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveOutputConversationItem.java
@@ -0,0 +1,133 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * A stored assistant speech segment.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveOutputConversationItem extends VoiceAgentLiveConversationItem {
+
+    /*
+     * The persisted item kind.
+     */
+    @Generated
+    private VoiceAgentLiveConversationItemType type = VoiceAgentLiveConversationItemType.OUTPUT;
+
+    /*
+     * Captured assistant transcription, not backend output or commentary guidance.
+     */
+    @Generated
+    private String transcription;
+
+    /*
+     * Captured audio metadata; audio.item_id matches this item's id.
+     */
+    @Generated
+    private VoiceAudioItem audio;
+
+    /**
+     * Creates an instance of VoiceAgentLiveOutputConversationItem class.
+     *
+     * @param id the id value to set.
+     */
+    @Generated
+    private VoiceAgentLiveOutputConversationItem(String id) {
+        super(id);
+    }
+
+    /**
+     * Get the type property: The persisted item kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveConversationItemType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the transcription property: Captured assistant transcription, not backend output or commentary guidance.
+     *
+     * @return the transcription value.
+     */
+    @Generated
+    public String getTranscription() {
+        return this.transcription;
+    }
+
+    /**
+     * Get the audio property: Captured audio metadata; audio.item_id matches this item's id.
+     *
+     * @return the audio value.
+     */
+    @Generated
+    public VoiceAudioItem getAudio() {
+        return this.audio;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("id", getId());
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("transcription", this.transcription);
+        jsonWriter.writeJsonField("audio", this.audio);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveOutputConversationItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveOutputConversationItem if the JsonReader was pointing to an instance of it,
+     * or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveOutputConversationItem.
+     */
+    @Generated
+    public static VoiceAgentLiveOutputConversationItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            VoiceAgentLiveConversationItemType type = VoiceAgentLiveConversationItemType.OUTPUT;
+            String transcription = null;
+            VoiceAudioItem audio = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = VoiceAgentLiveConversationItemType.fromString(reader.getString());
+                } else if ("transcription".equals(fieldName)) {
+                    transcription = reader.getString();
+                } else if ("audio".equals(fieldName)) {
+                    audio = VoiceAudioItem.fromJson(reader);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveOutputConversationItem deserializedVoiceAgentLiveOutputConversationItem
+                = new VoiceAgentLiveOutputConversationItem(id);
+            deserializedVoiceAgentLiveOutputConversationItem.type = type;
+            deserializedVoiceAgentLiveOutputConversationItem.transcription = transcription;
+            deserializedVoiceAgentLiveOutputConversationItem.audio = audio;
+            return deserializedVoiceAgentLiveOutputConversationItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegation.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegation.java
new file mode 100644
index 0000000000000..2734d2f68c470
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegation.java
@@ -0,0 +1,167 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import com.openai.models.live.ResponsesDelegationConfig;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * Delegates work to a Responses backend using native Responses settings.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveResponsesDelegation extends VoiceAgentLiveDelegation {
+
+    /*
+     * The delegation owner.
+     */
+    @Generated
+    private VoiceAgentLiveDelegationType type = VoiceAgentLiveDelegationType.RESPONSES;
+
+    /*
+     * Backend model, prompt, and tools used when the Live session delegates a task to Responses.
+     */
+    @Generated
+    private final ResponsesDelegationConfig responses;
+
+    /**
+     * Creates an instance of VoiceAgentLiveResponsesDelegation class.
+     *
+     * @param responses the responses value to set.
+     */
+    @Generated
+    public VoiceAgentLiveResponsesDelegation(ResponsesDelegationConfig responses) {
+        this.responses = responses;
+    }
+
+    /**
+     * Get the type property: The delegation owner.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDelegationType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the responses property: Backend model, prompt, and tools used when the Live session delegates a task to
+     * Responses.
+     *
+     * @return the responses value.
+     */
+    @Generated
+    public ResponsesDelegationConfig getResponses() {
+        return this.responses;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        if (this.responses != null) {
+            jsonWriter.writeFieldName("responses");
+            OpenAIJsonHelper.toBinaryData(this.responses).writeTo(jsonWriter);
+        }
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeNumberField("acknowledgement_delay_ms", this.acknowledgementDelay);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveResponsesDelegation from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveResponsesDelegation if the JsonReader was pointing to an instance of it, or
+     * null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveResponsesDelegation.
+     */
+    public static VoiceAgentLiveResponsesDelegation fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            ResponsesDelegationConfig responses = null;
+            VoiceAgentLiveDelegationType type = VoiceAgentLiveDelegationType.RESPONSES;
+            Long acknowledgementDelay = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("responses".equals(fieldName)) {
+                    BinaryData responsesData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    responses = OpenAIJsonHelper.fromBinaryData(responsesData, ResponsesDelegationConfig.class);
+                } else if ("type".equals(fieldName)) {
+                    type = VoiceAgentLiveDelegationType.fromString(reader.getString());
+                } else if ("acknowledgement_delay_ms".equals(fieldName)) {
+                    acknowledgementDelay = reader.getNullable(JsonReader::getLong);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveResponsesDelegation deserializedVoiceAgentLiveResponsesDelegation
+                = new VoiceAgentLiveResponsesDelegation(responses);
+            deserializedVoiceAgentLiveResponsesDelegation.type = type;
+            deserializedVoiceAgentLiveResponsesDelegation.acknowledgementDelay = acknowledgementDelay;
+            return deserializedVoiceAgentLiveResponsesDelegation;
+        });
+    }
+
+    /*
+     * Milliseconds to wait before requesting an automatic spoken acknowledgement for a delegation. The model may still
+     * speak before this delay. Any commentary or thinking appended to the session cancels all pending acknowledgements,
+     * including those for other delegations. Defaults to 400 for Decisions sessions and 0 (request immediately) for
+     * other sessions. Omission in a session update preserves the current value. Updates apply to subsequent
+     * delegations.
+     */
+    @Generated
+    private Long acknowledgementDelay;
+
+    /**
+     * Get the acknowledgementDelay property: Milliseconds to wait before requesting an automatic spoken acknowledgement
+     * for a delegation. The model may still speak before this delay. Any commentary or thinking appended to the session
+     * cancels all pending acknowledgements, including those for other delegations. Defaults to 400 for Decisions
+     * sessions and 0 (request immediately) for other sessions. Omission in a session update preserves the current
+     * value. Updates apply to subsequent delegations.
+     *
+     * @return the acknowledgementDelay value.
+     */
+    @Generated
+    public Duration getAcknowledgementDelay() {
+        if (this.acknowledgementDelay == null) {
+            return null;
+        }
+        return Duration.ofMillis(this.acknowledgementDelay);
+    }
+
+    /**
+     * Set the acknowledgementDelay property: Milliseconds to wait before requesting an automatic spoken acknowledgement
+     * for a delegation. The model may still speak before this delay. Any commentary or thinking appended to the session
+     * cancels all pending acknowledgements, including those for other delegations. Defaults to 400 for Decisions
+     * sessions and 0 (request immediately) for other sessions. Omission in a session update preserves the current
+     * value. Updates apply to subsequent delegations.
+     *
+     * @param acknowledgementDelay the acknowledgementDelay value to set.
+     * @return the VoiceAgentLiveResponsesDelegation object itself.
+     */
+    @Generated
+    public VoiceAgentLiveResponsesDelegation setAcknowledgementDelay(Duration acknowledgementDelay) {
+        if (acknowledgementDelay == null) {
+            this.acknowledgementDelay = null;
+        } else {
+            this.acknowledgementDelay = acknowledgementDelay.toMillis();
+        }
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegationConversationItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegationConversationItem.java
new file mode 100644
index 0000000000000..2a08ffff10bb1
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegationConversationItem.java
@@ -0,0 +1,145 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Stored Responses delegation output, separate from Live speech.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentLiveResponsesDelegationConversationItem extends VoiceAgentLiveDelegationConversationItem {
+
+    /*
+     * The persisted item kind.
+     */
+    @Generated
+    private final VoiceAgentLiveConversationItemType type = VoiceAgentLiveConversationItemType.DELEGATION;
+
+    /*
+     * The configured delegation owner.
+     */
+    @Generated
+    private VoiceAgentLiveDelegationTarget target = VoiceAgentLiveDelegationTarget.RESPONSES;
+
+    /*
+     * Final backend text, omitted when unavailable; excludes raw tool output.
+     */
+    @Generated
+    private String output;
+
+    /**
+     * Creates an instance of VoiceAgentLiveResponsesDelegationConversationItem class.
+     *
+     * @param id the id value to set.
+     * @param createdAt the createdAt value to set.
+     */
+    @Generated
+    private VoiceAgentLiveResponsesDelegationConversationItem(String id, OffsetDateTime createdAt) {
+        super(id, createdAt);
+    }
+
+    /**
+     * Get the type property: The persisted item kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveConversationItemType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the target property: The configured delegation owner.
+     *
+     * @return the target value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentLiveDelegationTarget getTarget() {
+        return this.target;
+    }
+
+    /**
+     * Get the output property: Final backend text, omitted when unavailable; excludes raw tool output.
+     *
+     * @return the output value.
+     */
+    @Generated
+    public String getOutput() {
+        return this.output;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("id", getId());
+        if (getCreatedAt() != null) {
+            jsonWriter.writeLongField("created_at", getCreatedAt().toEpochSecond());
+        }
+        jsonWriter.writeStringField("response_id", getResponseId());
+        jsonWriter.writeStringField("target", this.target == null ? null : this.target.toString());
+        jsonWriter.writeStringField("output", this.output);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentLiveResponsesDelegationConversationItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentLiveResponsesDelegationConversationItem if the JsonReader was pointing to an
+     * instance of it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentLiveResponsesDelegationConversationItem.
+     */
+    @Generated
+    public static VoiceAgentLiveResponsesDelegationConversationItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String id = null;
+            OffsetDateTime createdAt = null;
+            String responseId = null;
+            VoiceAgentLiveDelegationTarget target = VoiceAgentLiveDelegationTarget.RESPONSES;
+            String output = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("created_at".equals(fieldName)) {
+                    createdAt = OffsetDateTime.ofInstant(Instant.ofEpochSecond(reader.getLong()), ZoneOffset.UTC);
+                } else if ("response_id".equals(fieldName)) {
+                    responseId = reader.getString();
+                } else if ("target".equals(fieldName)) {
+                    target = VoiceAgentLiveDelegationTarget.fromString(reader.getString());
+                } else if ("output".equals(fieldName)) {
+                    output = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentLiveResponsesDelegationConversationItem deserializedVoiceAgentLiveResponsesDelegationConversationItem
+                = new VoiceAgentLiveResponsesDelegationConversationItem(id, createdAt);
+            deserializedVoiceAgentLiveResponsesDelegationConversationItem.setResponseId(responseId);
+            deserializedVoiceAgentLiveResponsesDelegationConversationItem.target = target;
+            deserializedVoiceAgentLiveResponsesDelegationConversationItem.output = output;
+            return deserializedVoiceAgentLiveResponsesDelegationConversationItem;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java
index 3ed97a17e36a9..457b562ea9dc0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java
@@ -23,7 +23,7 @@ public final class VoiceAgentLlmGeneratedGreetingConfiguration extends VoiceAgen
      * The greeting mode.
      */
     @Generated
-    private String type = "llm_generated";
+    private VoiceAgentGreetingMode type = VoiceAgentGreetingMode.LLM_GENERATED;
 
     /*
      * The Handlebars prompt that guides the opening turn.
@@ -54,7 +54,7 @@ public VoiceAgentLlmGeneratedGreetingConfiguration(String prompt) {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceAgentGreetingMode getType() {
         return this.type;
     }
 
@@ -96,7 +96,7 @@ public VoiceAgentLlmGeneratedGreetingConfiguration setToolChoice(VoiceAgentToolC
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("prompt", this.prompt);
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         if (this.toolChoice != null) {
             jsonWriter.writeFieldName("tool_choice");
             this.toolChoice.writeTo(jsonWriter);
@@ -117,7 +117,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static VoiceAgentLlmGeneratedGreetingConfiguration fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String prompt = null;
-            String type = "llm_generated";
+            VoiceAgentGreetingMode type = VoiceAgentGreetingMode.LLM_GENERATED;
             BinaryData toolChoice = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
@@ -125,7 +125,7 @@ public static VoiceAgentLlmGeneratedGreetingConfiguration fromJson(JsonReader js
                 if ("prompt".equals(fieldName)) {
                     prompt = reader.getString();
                 } else if ("type".equals(fieldName)) {
-                    type = reader.getString();
+                    type = VoiceAgentGreetingMode.fromString(reader.getString());
                 } else if ("tool_choice".equals(fieldName)) {
                     toolChoice
                         = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java
index 9286bdbb5f4be..fdc35cc6067ea 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java
@@ -24,7 +24,7 @@ public final class VoiceAgentLlmInterimResponseConfiguration extends VoiceAgentI
      * The interim-response implementation.
      */
     @Generated
-    private String type = "llm_interim_response";
+    private VoiceAgentInterimResponseType type = VoiceAgentInterimResponseType.LLM_INTERIM_RESPONSE;
 
     /*
      * The model used to generate interim responses.
@@ -58,7 +58,7 @@ public VoiceAgentLlmInterimResponseConfiguration() {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceAgentInterimResponseType getType() {
         return this.type;
     }
 
@@ -160,7 +160,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         if (getLatencyThresholdMs() != null) {
             jsonWriter.writeNumberField("latency_threshold_ms", getLatencyThresholdMs().toMillis());
         }
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("model", this.model);
         jsonWriter.writeStringField("instructions", this.instructions);
         jsonWriter.writeNumberField("max_completion_tokens", this.maxCompletionTokens);
@@ -194,7 +194,8 @@ public static VoiceAgentLlmInterimResponseConfiguration fromJson(JsonReader json
                             .setLatencyThresholdMs(Duration.ofMillis(latencyThresholdMsHolder));
                     }
                 } else if ("type".equals(fieldName)) {
-                    deserializedVoiceAgentLlmInterimResponseConfiguration.type = reader.getString();
+                    deserializedVoiceAgentLlmInterimResponseConfiguration.type
+                        = VoiceAgentInterimResponseType.fromString(reader.getString());
                 } else if ("model".equals(fieldName)) {
                     deserializedVoiceAgentLlmInterimResponseConfiguration.model = reader.getString();
                 } else if ("instructions".equals(fieldName)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java
index d1bdce48b860e..a9ce5f68be8a6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java
@@ -27,7 +27,7 @@ public final class VoiceAgentMcpTool extends VoiceAgentTool {
      * The tool kind.
      */
     @Generated
-    private String type = "mcp";
+    private VoiceAgentToolType type = VoiceAgentToolType.MCP;
 
     /*
      * A label for this MCP server, used to identify it in tool calls.
@@ -122,7 +122,7 @@ public VoiceAgentMcpTool(String serverLabel) {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceAgentToolType getType() {
         return this.type;
     }
 
@@ -396,7 +396,7 @@ public VoiceAgentMcpTool setResponseScheduling(VoiceAgentToolResponseScheduling
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("server_label", this.serverLabel);
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("server_url", this.serverUrl);
         jsonWriter.writeStringField("authorization", this.authorization);
         jsonWriter.writeStringField("server_description", this.serverDescription);
@@ -432,7 +432,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static VoiceAgentMcpTool fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String serverLabel = null;
-            String type = "mcp";
+            VoiceAgentToolType type = VoiceAgentToolType.MCP;
             String serverUrl = null;
             String authorization = null;
             String serverDescription = null;
@@ -450,7 +450,7 @@ public static VoiceAgentMcpTool fromJson(JsonReader jsonReader) throws IOExcepti
                 if ("server_label".equals(fieldName)) {
                     serverLabel = reader.getString();
                 } else if ("type".equals(fieldName)) {
-                    type = reader.getString();
+                    type = VoiceAgentToolType.fromString(reader.getString());
                 } else if ("server_url".equals(fieldName)) {
                     serverUrl = reader.getString();
                 } else if ("authorization".equals(fieldName)) {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java
index e69a57a7ca84f..390d8c2e424af 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java
@@ -77,7 +77,7 @@ public final class VoiceAgentResponseAudioTimestampDeltaEvent extends RealtimeSe
      * The timestamp_type property.
      */
     @Generated
-    private final String timestampType = "word";
+    private final VoiceAgentAudioTimestampType timestampType = VoiceAgentAudioTimestampType.WORD;
 
     /**
      * Creates an instance of VoiceAgentResponseAudioTimestampDeltaEvent class.
@@ -209,7 +209,7 @@ public String getText() {
      * @return the timestampType value.
      */
     @Generated
-    public String getTimestampType() {
+    public VoiceAgentAudioTimestampType getTimestampType() {
         return this.timestampType;
     }
 
@@ -228,7 +228,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeLongField("audio_offset_ms", this.audioOffset);
         jsonWriter.writeLongField("audio_duration_ms", this.audioDuration);
         jsonWriter.writeStringField("text", this.text);
-        jsonWriter.writeStringField("timestamp_type", this.timestampType);
+        jsonWriter.writeStringField("timestamp_type",
+            this.timestampType == null ? null : this.timestampType.toString());
         jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java
index 3ccea9e7956a3..1cde6a835c9ef 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java
@@ -25,7 +25,7 @@ public final class VoiceAgentRtcCallErrorDetails implements JsonSerializable<Voi
      * may be added over time.
      */
     @Generated
-    private final String type;
+    private final VoiceAgentRtcCallErrorType type;
 
     /*
      * A machine-readable error code, when available.
@@ -39,18 +39,6 @@ public final class VoiceAgentRtcCallErrorDetails implements JsonSerializable<Voi
     @Generated
     private final String message;
 
-    /**
-     * Creates an instance of VoiceAgentRtcCallErrorDetails class.
-     *
-     * @param type the type value to set.
-     * @param message the message value to set.
-     */
-    @Generated
-    private VoiceAgentRtcCallErrorDetails(String type, String message) {
-        this.type = type;
-        this.message = message;
-    }
-
     /**
      * Get the type property: The error category, following the VoiceLive wire contract: `invalid_request_error` for a
      * client-side signaling fault (for example, a malformed SDP offer) or `server_error` for a service-side failure.
@@ -59,7 +47,7 @@ private VoiceAgentRtcCallErrorDetails(String type, String message) {
      * @return the type value.
      */
     @Generated
-    public String getType() {
+    public VoiceAgentRtcCallErrorType getType() {
         return this.type;
     }
 
@@ -90,7 +78,7 @@ public String getMessage() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("message", this.message);
         jsonWriter.writeStringField("code", this.code);
         return jsonWriter.writeEndObject();
@@ -108,14 +96,14 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     @Generated
     public static VoiceAgentRtcCallErrorDetails fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            String type = null;
+            VoiceAgentRtcCallErrorType type = null;
             String message = null;
             String code = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
-                    type = reader.getString();
+                    type = VoiceAgentRtcCallErrorType.fromString(reader.getString());
                 } else if ("message".equals(fieldName)) {
                     message = reader.getString();
                 } else if ("code".equals(fieldName)) {
@@ -130,4 +118,16 @@ public static VoiceAgentRtcCallErrorDetails fromJson(JsonReader jsonReader) thro
             return deserializedVoiceAgentRtcCallErrorDetails;
         });
     }
+
+    /**
+     * Creates an instance of VoiceAgentRtcCallErrorDetails class.
+     *
+     * @param type the type value to set.
+     * @param message the message value to set.
+     */
+    @Generated
+    private VoiceAgentRtcCallErrorDetails(VoiceAgentRtcCallErrorType type, String message) {
+        this.type = type;
+        this.message = message;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorType.java
new file mode 100644
index 0000000000000..21ffd4e221ed3
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorType.java
@@ -0,0 +1,59 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The error categories reported for WebRTC signaling failures.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentRtcCallErrorType extends ExpandableStringEnum<VoiceAgentRtcCallErrorType> {
+
+    /**
+     * A client-side signaling fault, such as a malformed SDP offer.
+     */
+    @Generated
+    public static final VoiceAgentRtcCallErrorType INVALID_REQUEST_ERROR = fromString("invalid_request_error");
+
+    /**
+     * A service-side signaling failure.
+     */
+    @Generated
+    public static final VoiceAgentRtcCallErrorType SERVER_ERROR = fromString("server_error");
+
+    /**
+     * Creates a new instance of VoiceAgentRtcCallErrorType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentRtcCallErrorType() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentRtcCallErrorType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentRtcCallErrorType.
+     */
+    @Generated
+    public static VoiceAgentRtcCallErrorType fromString(String name) {
+        return fromString(name, VoiceAgentRtcCallErrorType.class);
+    }
+
+    /**
+     * Gets known VoiceAgentRtcCallErrorType values.
+     *
+     * @return known VoiceAgentRtcCallErrorType values.
+     */
+    @Generated
+    public static Collection<VoiceAgentRtcCallErrorType> values() {
+        return values(VoiceAgentRtcCallErrorType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSendDtmfSystemTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSendDtmfSystemTool.java
new file mode 100644
index 0000000000000..989492e45cec8
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSendDtmfSystemTool.java
@@ -0,0 +1,132 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * Sends literal or templated keypad digits.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSendDtmfSystemTool extends VoiceAgentSystemTool {
+
+    /*
+     * The tool kind.
+     */
+    @Generated
+    private final VoiceAgentToolType type = VoiceAgentToolType.SYSTEM;
+
+    /*
+     * The service-managed control action. Known values are stable; additional values may be added over time.
+     */
+    @Generated
+    private VoiceAgentSystemToolName name = VoiceAgentSystemToolName.SEND_DTMF;
+
+    /**
+     * Creates an instance of VoiceAgentSendDtmfSystemTool class.
+     */
+    @Generated
+    public VoiceAgentSendDtmfSystemTool() {
+    }
+
+    /**
+     * Get the type property: The tool kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The service-managed control action. Known values are stable; additional values may be
+     * added over time.
+     *
+     * @return the name value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSystemToolName getName() {
+        return this.name;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentSendDtmfSystemTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("description", getDescription());
+        if (getTimeout() != null) {
+            jsonWriter.writeNumberField("timeout_seconds", getTimeout().getSeconds());
+        }
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSendDtmfSystemTool from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSendDtmfSystemTool if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentSendDtmfSystemTool.
+     */
+    @Generated
+    public static VoiceAgentSendDtmfSystemTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentSendDtmfSystemTool deserializedVoiceAgentSendDtmfSystemTool = new VoiceAgentSendDtmfSystemTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("description".equals(fieldName)) {
+                    deserializedVoiceAgentSendDtmfSystemTool.setDescription(reader.getString());
+                } else if ("timeout_seconds".equals(fieldName)) {
+                    Long timeoutHolder = reader.getNullable(JsonReader::getLong);
+                    if (timeoutHolder != null) {
+                        deserializedVoiceAgentSendDtmfSystemTool.setTimeout(Duration.ofSeconds(timeoutHolder));
+                    }
+                } else if ("name".equals(fieldName)) {
+                    deserializedVoiceAgentSendDtmfSystemTool.name
+                        = VoiceAgentSystemToolName.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentSendDtmfSystemTool;
+        });
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentSendDtmfSystemTool setTimeout(Duration timeout) {
+        super.setTimeout(timeout);
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSendSmsSystemTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSendSmsSystemTool.java
new file mode 100644
index 0000000000000..3da469a3a2d67
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSendSmsSystemTool.java
@@ -0,0 +1,132 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * Sends a text message from the Agent's SMS-capable number.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSendSmsSystemTool extends VoiceAgentSystemTool {
+
+    /*
+     * The tool kind.
+     */
+    @Generated
+    private final VoiceAgentToolType type = VoiceAgentToolType.SYSTEM;
+
+    /*
+     * The service-managed control action. Known values are stable; additional values may be added over time.
+     */
+    @Generated
+    private VoiceAgentSystemToolName name = VoiceAgentSystemToolName.SEND_SMS;
+
+    /**
+     * Creates an instance of VoiceAgentSendSmsSystemTool class.
+     */
+    @Generated
+    public VoiceAgentSendSmsSystemTool() {
+    }
+
+    /**
+     * Get the type property: The tool kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The service-managed control action. Known values are stable; additional values may be
+     * added over time.
+     *
+     * @return the name value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSystemToolName getName() {
+        return this.name;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentSendSmsSystemTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("description", getDescription());
+        if (getTimeout() != null) {
+            jsonWriter.writeNumberField("timeout_seconds", getTimeout().getSeconds());
+        }
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSendSmsSystemTool from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSendSmsSystemTool if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
+     * @throws IOException If an error occurs while reading the VoiceAgentSendSmsSystemTool.
+     */
+    @Generated
+    public static VoiceAgentSendSmsSystemTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentSendSmsSystemTool deserializedVoiceAgentSendSmsSystemTool = new VoiceAgentSendSmsSystemTool();
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("description".equals(fieldName)) {
+                    deserializedVoiceAgentSendSmsSystemTool.setDescription(reader.getString());
+                } else if ("timeout_seconds".equals(fieldName)) {
+                    Long timeoutHolder = reader.getNullable(JsonReader::getLong);
+                    if (timeoutHolder != null) {
+                        deserializedVoiceAgentSendSmsSystemTool.setTimeout(Duration.ofSeconds(timeoutHolder));
+                    }
+                } else if ("name".equals(fieldName)) {
+                    deserializedVoiceAgentSendSmsSystemTool.name
+                        = VoiceAgentSystemToolName.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            return deserializedVoiceAgentSendSmsSystemTool;
+        });
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentSendSmsSystemTool setTimeout(Duration timeout) {
+        super.setTimeout(timeout);
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java
index 2e082524727b5..07d90651d2ce0 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java
@@ -24,7 +24,7 @@ public final class VoiceAgentStaticInterimResponseConfiguration extends VoiceAge
      * The interim-response implementation.
      */
     @Generated
-    private String type = "static_interim_response";
+    private VoiceAgentInterimResponseType type = VoiceAgentInterimResponseType.STATIC_INTERIM_RESPONSE;
 
     /*
      * Candidate text values for the interim response.
@@ -46,7 +46,7 @@ public VoiceAgentStaticInterimResponseConfiguration() {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceAgentInterimResponseType getType() {
         return this.type;
     }
 
@@ -104,7 +104,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         if (getLatencyThresholdMs() != null) {
             jsonWriter.writeNumberField("latency_threshold_ms", getLatencyThresholdMs().toMillis());
         }
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeArrayField("texts", this.texts, (writer, element) -> writer.writeString(element));
         return jsonWriter.writeEndObject();
     }
@@ -136,7 +136,8 @@ public static VoiceAgentStaticInterimResponseConfiguration fromJson(JsonReader j
                             .setLatencyThresholdMs(Duration.ofMillis(latencyThresholdMsHolder));
                     }
                 } else if ("type".equals(fieldName)) {
-                    deserializedVoiceAgentStaticInterimResponseConfiguration.type = reader.getString();
+                    deserializedVoiceAgentStaticInterimResponseConfiguration.type
+                        = VoiceAgentInterimResponseType.fromString(reader.getString());
                 } else if ("texts".equals(fieldName)) {
                     List<String> texts = reader.readArray(reader1 -> reader1.getString());
                     deserializedVoiceAgentStaticInterimResponseConfiguration.texts = texts;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubProtocol.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubProtocol.java
new file mode 100644
index 0000000000000..a9a34b4c11ba1
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSubProtocol.java
@@ -0,0 +1,58 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * Voice protocol; realtime includes cascaded models.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public enum VoiceAgentSubProtocol {
+
+    /**
+     * Enum value realtime.
+     */
+    REALTIME("realtime"),
+    /**
+     * Enum value live.
+     */
+    LIVE("live");
+
+    /**
+     * The actual serialized value for a VoiceAgentSubProtocol instance.
+     */
+    private final String value;
+
+    VoiceAgentSubProtocol(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentSubProtocol instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentSubProtocol object, or null if unable to parse.
+     */
+    public static VoiceAgentSubProtocol fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentSubProtocol[] items = VoiceAgentSubProtocol.values();
+        for (VoiceAgentSubProtocol item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java
index f1ca846d3bc3c..6f6aaaf2090f7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java
@@ -10,6 +10,7 @@
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
 import java.io.IOException;
+import java.time.Duration;
 
 /**
  * A service-managed control that acts on the active voice session without customer code or external authentication.
@@ -22,7 +23,7 @@ public class VoiceAgentSystemTool extends VoiceAgentTool {
      * The tool kind.
      */
     @Generated
-    private final String type = "system";
+    private final VoiceAgentToolType type = VoiceAgentToolType.SYSTEM;
 
     /*
      * The service-managed control action. Known values are stable; additional values may be added over time.
@@ -50,7 +51,7 @@ protected VoiceAgentSystemTool() {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceAgentToolType getType() {
         return this.type;
     }
 
@@ -94,9 +95,10 @@ public VoiceAgentSystemTool setDescription(String description) {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
         jsonWriter.writeStringField("description", this.description);
+        jsonWriter.writeNumberField("timeout_seconds", this.timeout);
         return jsonWriter.writeEndObject();
     }
 
@@ -128,6 +130,20 @@ public static VoiceAgentSystemTool fromJson(JsonReader jsonReader) throws IOExce
                 // Use the discriminator value to determine which subtype should be deserialized.
                 if ("end_conversation".equals(discriminatorValue)) {
                     return VoiceAgentEndConversationSystemTool.fromJson(readerToUse.reset());
+                } else if ("language_detection".equals(discriminatorValue)) {
+                    return VoiceAgentLanguageDetectionSystemTool.fromJson(readerToUse.reset());
+                } else if ("digit_recognition".equals(discriminatorValue)) {
+                    return VoiceAgentDigitRecognitionSystemTool.fromJson(readerToUse.reset());
+                } else if ("collect_sms".equals(discriminatorValue)) {
+                    return VoiceAgentCollectSmsSystemTool.fromJson(readerToUse.reset());
+                } else if ("collect_dtmf".equals(discriminatorValue)) {
+                    return VoiceAgentCollectDtmfSystemTool.fromJson(readerToUse.reset());
+                } else if ("transfer".equals(discriminatorValue)) {
+                    return VoiceAgentTransferSystemTool.fromJson(readerToUse.reset());
+                } else if ("send_dtmf".equals(discriminatorValue)) {
+                    return VoiceAgentSendDtmfSystemTool.fromJson(readerToUse.reset());
+                } else if ("send_sms".equals(discriminatorValue)) {
+                    return VoiceAgentSendSmsSystemTool.fromJson(readerToUse.reset());
                 } else {
                     return fromJsonKnownDiscriminator(readerToUse.reset());
                 }
@@ -146,6 +162,8 @@ static VoiceAgentSystemTool fromJsonKnownDiscriminator(JsonReader jsonReader) th
                     deserializedVoiceAgentSystemTool.name = VoiceAgentSystemToolName.fromString(reader.getString());
                 } else if ("description".equals(fieldName)) {
                     deserializedVoiceAgentSystemTool.description = reader.getString();
+                } else if ("timeout_seconds".equals(fieldName)) {
+                    deserializedVoiceAgentSystemTool.timeout = reader.getNullable(JsonReader::getLong);
                 } else {
                     reader.skipChildren();
                 }
@@ -153,4 +171,41 @@ static VoiceAgentSystemTool fromJsonKnownDiscriminator(JsonReader jsonReader) th
             return deserializedVoiceAgentSystemTool;
         });
     }
+
+    /*
+     * Execution timeout, from 1 to 300 seconds. If omitted, the service defaults to 60 seconds.
+     */
+    @Generated
+    private Long timeout;
+
+    /**
+     * Get the timeout property: Execution timeout, from 1 to 300 seconds. If omitted, the service defaults to 60
+     * seconds.
+     *
+     * @return the timeout value.
+     */
+    @Generated
+    public Duration getTimeout() {
+        if (this.timeout == null) {
+            return null;
+        }
+        return Duration.ofSeconds(this.timeout);
+    }
+
+    /**
+     * Set the timeout property: Execution timeout, from 1 to 300 seconds. If omitted, the service defaults to 60
+     * seconds.
+     *
+     * @param timeout the timeout value to set.
+     * @return the VoiceAgentSystemTool object itself.
+     */
+    @Generated
+    public VoiceAgentSystemTool setTimeout(Duration timeout) {
+        if (timeout == null) {
+            this.timeout = null;
+        } else {
+            this.timeout = timeout.getSeconds();
+        }
+        return this;
+    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDeltaEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDeltaEvent.java
new file mode 100644
index 0000000000000..1fc27481c140f
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDeltaEvent.java
@@ -0,0 +1,239 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * An incremental model-argument fragment for a service-managed system tool.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSystemToolArgumentsDeltaEvent extends RealtimeServerEvent {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private RealtimeServerEventType type = RealtimeServerEventType.RESPONSE_SYSTEM_TOOL_ARGUMENTS_DELTA;
+
+    /*
+     * The unique identifier of this server event.
+     */
+    @Generated
+    private final String eventId;
+
+    /*
+     * The response containing the tool invocation.
+     */
+    @Generated
+    private final String responseId;
+
+    /*
+     * The generated tool item's identifier.
+     */
+    @Generated
+    private final String itemId;
+
+    /*
+     * The item's zero-based position in the response output.
+     */
+    @Generated
+    private final int outputIndex;
+
+    /*
+     * The invocation identifier.
+     */
+    @Generated
+    private final String callId;
+
+    /*
+     * An incremental JSON fragment of the intent arguments.
+     */
+    @Generated
+    private final String delta;
+
+    /*
+     * Optional padding metadata with no application semantics.
+     */
+    @Generated
+    private String obfuscation;
+
+    /**
+     * Creates an instance of VoiceAgentSystemToolArgumentsDeltaEvent class.
+     *
+     * @param eventId the eventId value to set.
+     * @param responseId the responseId value to set.
+     * @param itemId the itemId value to set.
+     * @param outputIndex the outputIndex value to set.
+     * @param callId the callId value to set.
+     * @param delta the delta value to set.
+     */
+    @Generated
+    private VoiceAgentSystemToolArgumentsDeltaEvent(String eventId, String responseId, String itemId, int outputIndex,
+        String callId, String delta) {
+        this.eventId = eventId;
+        this.responseId = responseId;
+        this.itemId = itemId;
+        this.outputIndex = outputIndex;
+        this.callId = callId;
+        this.delta = delta;
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public RealtimeServerEventType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the eventId property: The unique identifier of this server event.
+     *
+     * @return the eventId value.
+     */
+    @Generated
+    public String getEventId() {
+        return this.eventId;
+    }
+
+    /**
+     * Get the responseId property: The response containing the tool invocation.
+     *
+     * @return the responseId value.
+     */
+    @Generated
+    public String getResponseId() {
+        return this.responseId;
+    }
+
+    /**
+     * Get the itemId property: The generated tool item's identifier.
+     *
+     * @return the itemId value.
+     */
+    @Generated
+    public String getItemId() {
+        return this.itemId;
+    }
+
+    /**
+     * Get the outputIndex property: The item's zero-based position in the response output.
+     *
+     * @return the outputIndex value.
+     */
+    @Generated
+    public int getOutputIndex() {
+        return this.outputIndex;
+    }
+
+    /**
+     * Get the callId property: The invocation identifier.
+     *
+     * @return the callId value.
+     */
+    @Generated
+    public String getCallId() {
+        return this.callId;
+    }
+
+    /**
+     * Get the delta property: An incremental JSON fragment of the intent arguments.
+     *
+     * @return the delta value.
+     */
+    @Generated
+    public String getDelta() {
+        return this.delta;
+    }
+
+    /**
+     * Get the obfuscation property: Optional padding metadata with no application semantics.
+     *
+     * @return the obfuscation value.
+     */
+    @Generated
+    public String getObfuscation() {
+        return this.obfuscation;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("event_id", this.eventId);
+        jsonWriter.writeStringField("response_id", this.responseId);
+        jsonWriter.writeStringField("item_id", this.itemId);
+        jsonWriter.writeIntField("output_index", this.outputIndex);
+        jsonWriter.writeStringField("call_id", this.callId);
+        jsonWriter.writeStringField("delta", this.delta);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("obfuscation", this.obfuscation);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSystemToolArgumentsDeltaEvent from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSystemToolArgumentsDeltaEvent if the JsonReader was pointing to an instance of
+     * it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentSystemToolArgumentsDeltaEvent.
+     */
+    @Generated
+    public static VoiceAgentSystemToolArgumentsDeltaEvent fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String eventId = null;
+            String responseId = null;
+            String itemId = null;
+            int outputIndex = 0;
+            String callId = null;
+            String delta = null;
+            RealtimeServerEventType type = RealtimeServerEventType.RESPONSE_SYSTEM_TOOL_ARGUMENTS_DELTA;
+            String obfuscation = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("event_id".equals(fieldName)) {
+                    eventId = reader.getString();
+                } else if ("response_id".equals(fieldName)) {
+                    responseId = reader.getString();
+                } else if ("item_id".equals(fieldName)) {
+                    itemId = reader.getString();
+                } else if ("output_index".equals(fieldName)) {
+                    outputIndex = reader.getInt();
+                } else if ("call_id".equals(fieldName)) {
+                    callId = reader.getString();
+                } else if ("delta".equals(fieldName)) {
+                    delta = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = RealtimeServerEventType.fromString(reader.getString());
+                } else if ("obfuscation".equals(fieldName)) {
+                    obfuscation = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentSystemToolArgumentsDeltaEvent deserializedVoiceAgentSystemToolArgumentsDeltaEvent
+                = new VoiceAgentSystemToolArgumentsDeltaEvent(eventId, responseId, itemId, outputIndex, callId, delta);
+            deserializedVoiceAgentSystemToolArgumentsDeltaEvent.type = type;
+            deserializedVoiceAgentSystemToolArgumentsDeltaEvent.obfuscation = obfuscation;
+            return deserializedVoiceAgentSystemToolArgumentsDeltaEvent;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDoneEvent.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDoneEvent.java
new file mode 100644
index 0000000000000..fdd3fe29c6b10
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDoneEvent.java
@@ -0,0 +1,241 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.annotation.Immutable;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+
+/**
+ * The completed intent arguments for a system tool, not provider success or a request for a customer function result.
+ */
+@Immutable
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSystemToolArgumentsDoneEvent extends RealtimeServerEvent {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private RealtimeServerEventType type = RealtimeServerEventType.RESPONSE_SYSTEM_TOOL_ARGUMENTS_DONE;
+
+    /*
+     * The unique identifier of this server event.
+     */
+    @Generated
+    private final String eventId;
+
+    /*
+     * The response containing the tool invocation.
+     */
+    @Generated
+    private final String responseId;
+
+    /*
+     * The generated tool item's identifier.
+     */
+    @Generated
+    private final String itemId;
+
+    /*
+     * The item's zero-based position in the response output.
+     */
+    @Generated
+    private final int outputIndex;
+
+    /*
+     * The invocation identifier.
+     */
+    @Generated
+    private final String callId;
+
+    /*
+     * The invoked built-in capability.
+     */
+    @Generated
+    private final VoiceAgentSystemToolName name;
+
+    /*
+     * The complete, unexpanded model arguments as a JSON string.
+     */
+    @Generated
+    private final String arguments;
+
+    /**
+     * Creates an instance of VoiceAgentSystemToolArgumentsDoneEvent class.
+     *
+     * @param eventId the eventId value to set.
+     * @param responseId the responseId value to set.
+     * @param itemId the itemId value to set.
+     * @param outputIndex the outputIndex value to set.
+     * @param callId the callId value to set.
+     * @param name the name value to set.
+     * @param arguments the arguments value to set.
+     */
+    @Generated
+    private VoiceAgentSystemToolArgumentsDoneEvent(String eventId, String responseId, String itemId, int outputIndex,
+        String callId, VoiceAgentSystemToolName name, String arguments) {
+        this.eventId = eventId;
+        this.responseId = responseId;
+        this.itemId = itemId;
+        this.outputIndex = outputIndex;
+        this.callId = callId;
+        this.name = name;
+        this.arguments = arguments;
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public RealtimeServerEventType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the eventId property: The unique identifier of this server event.
+     *
+     * @return the eventId value.
+     */
+    @Generated
+    public String getEventId() {
+        return this.eventId;
+    }
+
+    /**
+     * Get the responseId property: The response containing the tool invocation.
+     *
+     * @return the responseId value.
+     */
+    @Generated
+    public String getResponseId() {
+        return this.responseId;
+    }
+
+    /**
+     * Get the itemId property: The generated tool item's identifier.
+     *
+     * @return the itemId value.
+     */
+    @Generated
+    public String getItemId() {
+        return this.itemId;
+    }
+
+    /**
+     * Get the outputIndex property: The item's zero-based position in the response output.
+     *
+     * @return the outputIndex value.
+     */
+    @Generated
+    public int getOutputIndex() {
+        return this.outputIndex;
+    }
+
+    /**
+     * Get the callId property: The invocation identifier.
+     *
+     * @return the callId value.
+     */
+    @Generated
+    public String getCallId() {
+        return this.callId;
+    }
+
+    /**
+     * Get the name property: The invoked built-in capability.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public VoiceAgentSystemToolName getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the arguments property: The complete, unexpanded model arguments as a JSON string.
+     *
+     * @return the arguments value.
+     */
+    @Generated
+    public String getArguments() {
+        return this.arguments;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("event_id", this.eventId);
+        jsonWriter.writeStringField("response_id", this.responseId);
+        jsonWriter.writeStringField("item_id", this.itemId);
+        jsonWriter.writeIntField("output_index", this.outputIndex);
+        jsonWriter.writeStringField("call_id", this.callId);
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        jsonWriter.writeStringField("arguments", this.arguments);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSystemToolArgumentsDoneEvent from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSystemToolArgumentsDoneEvent if the JsonReader was pointing to an instance of
+     * it, or null if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentSystemToolArgumentsDoneEvent.
+     */
+    @Generated
+    public static VoiceAgentSystemToolArgumentsDoneEvent fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String eventId = null;
+            String responseId = null;
+            String itemId = null;
+            int outputIndex = 0;
+            String callId = null;
+            VoiceAgentSystemToolName name = null;
+            String arguments = null;
+            RealtimeServerEventType type = RealtimeServerEventType.RESPONSE_SYSTEM_TOOL_ARGUMENTS_DONE;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("event_id".equals(fieldName)) {
+                    eventId = reader.getString();
+                } else if ("response_id".equals(fieldName)) {
+                    responseId = reader.getString();
+                } else if ("item_id".equals(fieldName)) {
+                    itemId = reader.getString();
+                } else if ("output_index".equals(fieldName)) {
+                    outputIndex = reader.getInt();
+                } else if ("call_id".equals(fieldName)) {
+                    callId = reader.getString();
+                } else if ("name".equals(fieldName)) {
+                    name = VoiceAgentSystemToolName.fromString(reader.getString());
+                } else if ("arguments".equals(fieldName)) {
+                    arguments = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = RealtimeServerEventType.fromString(reader.getString());
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentSystemToolArgumentsDoneEvent deserializedVoiceAgentSystemToolArgumentsDoneEvent
+                = new VoiceAgentSystemToolArgumentsDoneEvent(eventId, responseId, itemId, outputIndex, callId, name,
+                    arguments);
+            deserializedVoiceAgentSystemToolArgumentsDoneEvent.type = type;
+            return deserializedVoiceAgentSystemToolArgumentsDoneEvent;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItem.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItem.java
new file mode 100644
index 0000000000000..9f3c2b26b49de
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItem.java
@@ -0,0 +1,286 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Instant;
+import java.time.OffsetDateTime;
+import java.time.ZoneOffset;
+
+/**
+ * Service-generated system-tool intent, not a provider result. Clients cannot create it or complete it with
+ * `function_call_output`.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSystemToolItem extends RealtimeConversationItem {
+
+    /*
+     * The type property.
+     */
+    @Generated
+    private RealtimeConversationItemType type = RealtimeConversationItemType.SYSTEM_TOOL;
+
+    /*
+     * The identifier of the generated item.
+     */
+    @Generated
+    private String id;
+
+    /*
+     * The generation status of the item, not the provider execution outcome.
+     */
+    @Generated
+    private final VoiceAgentSystemToolItemStatus status;
+
+    /*
+     * The built-in capability invoked by the model.
+     */
+    @Generated
+    private final VoiceAgentSystemToolName name;
+
+    /*
+     * The invocation identifier used for correlation and duplicate suppression.
+     */
+    @Generated
+    private final String callId;
+
+    /*
+     * Original JSON-encoded intent: literals remain visible and references stay unexpanded. Excludes private values,
+     * resolved arguments and executor-only settings.
+     */
+    @Generated
+    private final String arguments;
+
+    /*
+     * The Unix timestamp (in seconds) for when the item was persisted.
+     */
+    @Generated
+    private Long createdAt;
+
+    /*
+     * The id of the response that produced this item, when applicable.
+     */
+    @Generated
+    private String responseId;
+
+    /**
+     * Creates an instance of VoiceAgentSystemToolItem class.
+     *
+     * @param status the status value to set.
+     * @param name the name value to set.
+     * @param callId the callId value to set.
+     * @param arguments the arguments value to set.
+     */
+    private VoiceAgentSystemToolItem(VoiceAgentSystemToolItemStatus status, VoiceAgentSystemToolName name,
+        String callId, String arguments) {
+        this.status = status;
+        this.name = name;
+        this.callId = callId;
+        this.arguments = arguments;
+    }
+
+    /**
+     * Get the type property: The type property.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public RealtimeConversationItemType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the id property: The identifier of the generated item.
+     *
+     * @return the id value.
+     */
+    @Generated
+    public String getId() {
+        return this.id;
+    }
+
+    /**
+     * Set the id property: The identifier of the generated item.
+     *
+     * @param id the id value to set.
+     * @return the VoiceAgentSystemToolItem object itself.
+     */
+    private VoiceAgentSystemToolItem setId(String id) {
+        this.id = id;
+        return this;
+    }
+
+    /**
+     * Set the objectType property: The realtime item marker.
+     *
+     * @param objectType the objectType value to set.
+     * @return the VoiceAgentSystemToolItem object itself.
+     */
+    private VoiceAgentSystemToolItem setObjectType(VoiceAgentSystemToolItemObjectType objectType) {
+        this.objectType = objectType;
+        return this;
+    }
+
+    /**
+     * Get the status property: The generation status of the item, not the provider execution outcome.
+     *
+     * @return the status value.
+     */
+    @Generated
+    public VoiceAgentSystemToolItemStatus getStatus() {
+        return this.status;
+    }
+
+    /**
+     * Get the name property: The built-in capability invoked by the model.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public VoiceAgentSystemToolName getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the callId property: The invocation identifier used for correlation and duplicate suppression.
+     *
+     * @return the callId value.
+     */
+    @Generated
+    public String getCallId() {
+        return this.callId;
+    }
+
+    /**
+     * Get the arguments property: Original JSON-encoded intent: literals remain visible and references stay unexpanded.
+     * Excludes private values, resolved arguments and executor-only settings.
+     *
+     * @return the arguments value.
+     */
+    @Generated
+    public String getArguments() {
+        return this.arguments;
+    }
+
+    /**
+     * Get the createdAt property: The Unix timestamp (in seconds) for when the item was persisted.
+     *
+     * @return the createdAt value.
+     */
+    @Generated
+    public OffsetDateTime getCreatedAt() {
+        if (this.createdAt == null) {
+            return null;
+        }
+        return OffsetDateTime.ofInstant(Instant.ofEpochSecond(this.createdAt), ZoneOffset.UTC);
+    }
+
+    /**
+     * Get the responseId property: The id of the response that produced this item, when applicable.
+     *
+     * @return the responseId value.
+     */
+    @Generated
+    public String getResponseId() {
+        return this.responseId;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("status", this.status == null ? null : this.status.toString());
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        jsonWriter.writeStringField("call_id", this.callId);
+        jsonWriter.writeStringField("arguments", this.arguments);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("id", this.id);
+        jsonWriter.writeStringField("object", this.objectType == null ? null : this.objectType.toString());
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentSystemToolItem from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentSystemToolItem if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentSystemToolItem.
+     */
+    @Generated
+    public static VoiceAgentSystemToolItem fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentSystemToolItemStatus status = null;
+            VoiceAgentSystemToolName name = null;
+            String callId = null;
+            String arguments = null;
+            RealtimeConversationItemType type = RealtimeConversationItemType.SYSTEM_TOOL;
+            String id = null;
+            VoiceAgentSystemToolItemObjectType objectType = null;
+            Long createdAt = null;
+            String responseId = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("status".equals(fieldName)) {
+                    status = VoiceAgentSystemToolItemStatus.fromString(reader.getString());
+                } else if ("name".equals(fieldName)) {
+                    name = VoiceAgentSystemToolName.fromString(reader.getString());
+                } else if ("call_id".equals(fieldName)) {
+                    callId = reader.getString();
+                } else if ("arguments".equals(fieldName)) {
+                    arguments = reader.getString();
+                } else if ("type".equals(fieldName)) {
+                    type = RealtimeConversationItemType.fromString(reader.getString());
+                } else if ("id".equals(fieldName)) {
+                    id = reader.getString();
+                } else if ("object".equals(fieldName)) {
+                    objectType = VoiceAgentSystemToolItemObjectType.fromString(reader.getString());
+                } else if ("created_at".equals(fieldName)) {
+                    createdAt = reader.getNullable(JsonReader::getLong);
+                } else if ("response_id".equals(fieldName)) {
+                    responseId = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentSystemToolItem deserializedVoiceAgentSystemToolItem
+                = new VoiceAgentSystemToolItem(status, name, callId, arguments);
+            deserializedVoiceAgentSystemToolItem.type = type;
+            deserializedVoiceAgentSystemToolItem.id = id;
+            deserializedVoiceAgentSystemToolItem.objectType = objectType;
+            deserializedVoiceAgentSystemToolItem.createdAt = createdAt;
+            deserializedVoiceAgentSystemToolItem.responseId = responseId;
+            return deserializedVoiceAgentSystemToolItem;
+        });
+    }
+
+    /*
+     * The realtime item marker.
+     */
+    @Generated
+    private VoiceAgentSystemToolItemObjectType objectType;
+
+    /**
+     * Get the objectType property: The realtime item marker.
+     *
+     * @return the objectType value.
+     */
+    @Generated
+    public VoiceAgentSystemToolItemObjectType getObjectType() {
+        return this.objectType;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemObjectType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemObjectType.java
new file mode 100644
index 0000000000000..b776ac795dfa7
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemObjectType.java
@@ -0,0 +1,54 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * Defines values for VoiceAgentSystemToolItemObjectType.
+ */
+@Beta(warningText = "Preview API.")
+public enum VoiceAgentSystemToolItemObjectType {
+
+    /**
+     * Enum value realtime.item.
+     */
+    REALTIME_ITEM("realtime.item");
+
+    /**
+     * The actual serialized value for a VoiceAgentSystemToolItemObjectType instance.
+     */
+    private final String value;
+
+    VoiceAgentSystemToolItemObjectType(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentSystemToolItemObjectType instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentSystemToolItemObjectType object, or null if unable to parse.
+     */
+    public static VoiceAgentSystemToolItemObjectType fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentSystemToolItemObjectType[] items = VoiceAgentSystemToolItemObjectType.values();
+        for (VoiceAgentSystemToolItemObjectType item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemStatus.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemStatus.java
new file mode 100644
index 0000000000000..be784957d8498
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemStatus.java
@@ -0,0 +1,65 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The generation status of a system-tool item. It does not indicate provider success.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentSystemToolItemStatus extends ExpandableStringEnum<VoiceAgentSystemToolItemStatus> {
+
+    /**
+     * The item is still being generated.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolItemStatus IN_PROGRESS = fromString("in_progress");
+
+    /**
+     * The item finished generation.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolItemStatus COMPLETED = fromString("completed");
+
+    /**
+     * The item did not finish generation.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolItemStatus INCOMPLETE = fromString("incomplete");
+
+    /**
+     * Creates a new instance of VoiceAgentSystemToolItemStatus value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentSystemToolItemStatus() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentSystemToolItemStatus from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentSystemToolItemStatus.
+     */
+    @Generated
+    public static VoiceAgentSystemToolItemStatus fromString(String name) {
+        return fromString(name, VoiceAgentSystemToolItemStatus.class);
+    }
+
+    /**
+     * Gets known VoiceAgentSystemToolItemStatus values.
+     *
+     * @return known VoiceAgentSystemToolItemStatus values.
+     */
+    @Generated
+    public static Collection<VoiceAgentSystemToolItemStatus> values() {
+        return values(VoiceAgentSystemToolItemStatus.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java
index d14ab7dfe49e5..01150cdc78aae 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java
@@ -50,4 +50,46 @@ public static VoiceAgentSystemToolName fromString(String name) {
     public static Collection<VoiceAgentSystemToolName> values() {
         return values(VoiceAgentSystemToolName.class);
     }
+
+    /**
+     * Switches supported conversation language settings.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolName LANGUAGE_DETECTION = fromString("language_detection");
+
+    /**
+     * Retrieves the unchanged transcript of the last user audio turn.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolName DIGIT_RECOGNITION = fromString("digit_recognition");
+
+    /**
+     * Requests a transfer to an explicitly configured logical target.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolName TRANSFER = fromString("transfer");
+
+    /**
+     * Collects one complete SMS from an explicitly selected sender.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolName COLLECT_SMS = fromString("collect_sms");
+
+    /**
+     * Collects keypad digits on the current call.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolName COLLECT_DTMF = fromString("collect_dtmf");
+
+    /**
+     * Sends literal or templated keypad digits.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolName SEND_DTMF = fromString("send_dtmf");
+
+    /**
+     * Sends a text message from the Agent's SMS-capable number.
+     */
+    @Generated
+    public static final VoiceAgentSystemToolName SEND_SMS = fromString("send_sms");
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java
index ac1a9a4c94a1b..dd8e35f99adb7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java
@@ -23,7 +23,7 @@ public final class VoiceAgentTemplateGreetingConfiguration extends VoiceAgentGre
      * The greeting mode.
      */
     @Generated
-    private String type = "template";
+    private VoiceAgentGreetingMode type = VoiceAgentGreetingMode.TEMPLATE;
 
     /*
      * The Handlebars text template spoken at session start.
@@ -48,7 +48,7 @@ public VoiceAgentTemplateGreetingConfiguration(String text) {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceAgentGreetingMode getType() {
         return this.type;
     }
 
@@ -70,7 +70,7 @@ public String getText() {
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("text", this.text);
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
 
@@ -87,14 +87,14 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static VoiceAgentTemplateGreetingConfiguration fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String text = null;
-            String type = "template";
+            VoiceAgentGreetingMode type = VoiceAgentGreetingMode.TEMPLATE;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("text".equals(fieldName)) {
                     text = reader.getString();
                 } else if ("type".equals(fieldName)) {
-                    type = reader.getString();
+                    type = VoiceAgentGreetingMode.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java
index 6cf5f9bad5ff1..69e13d1a8c85b 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java
@@ -23,7 +23,7 @@ public class VoiceAgentTool implements JsonSerializable<VoiceAgentTool> {
      * The tool kind.
      */
     @Generated
-    private String type = "VoiceAgentTool";
+    private VoiceAgentToolType type = VoiceAgentToolType.fromString("VoiceAgentTool");
 
     /**
      * Creates an instance of VoiceAgentTool class.
@@ -38,7 +38,7 @@ protected VoiceAgentTool() {
      * @return the type value.
      */
     @Generated
-    public String getType() {
+    public VoiceAgentToolType getType() {
         return this.type;
     }
 
@@ -49,7 +49,7 @@ public String getType() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
 
@@ -102,7 +102,7 @@ static VoiceAgentTool fromJsonKnownDiscriminator(JsonReader jsonReader) throws I
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
-                    deserializedVoiceAgentTool.type = reader.getString();
+                    deserializedVoiceAgentTool.type = VoiceAgentToolType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolType.java
new file mode 100644
index 0000000000000..fbafc89b3b963
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolType.java
@@ -0,0 +1,71 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The tool kinds supported by a voice agent.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentToolType extends ExpandableStringEnum<VoiceAgentToolType> {
+
+    /**
+     * A native function tool executed by the client.
+     */
+    @Generated
+    public static final VoiceAgentToolType FUNCTION = fromString("function");
+
+    /**
+     * A tool exposed by an MCP server.
+     */
+    @Generated
+    public static final VoiceAgentToolType MCP = fromString("mcp");
+
+    /**
+     * A service-managed control that acts on the active voice session.
+     */
+    @Generated
+    public static final VoiceAgentToolType SYSTEM = fromString("system");
+
+    /**
+     * A reference to a Foundry toolbox.
+     */
+    @Generated
+    public static final VoiceAgentToolType TOOLBOX = fromString("toolbox");
+
+    /**
+     * Creates a new instance of VoiceAgentToolType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentToolType() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentToolType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentToolType.
+     */
+    @Generated
+    public static VoiceAgentToolType fromString(String name) {
+        return fromString(name, VoiceAgentToolType.class);
+    }
+
+    /**
+     * Gets known VoiceAgentToolType values.
+     *
+     * @return known VoiceAgentToolType values.
+     */
+    @Generated
+    public static Collection<VoiceAgentToolType> values() {
+        return values(VoiceAgentToolType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java
index 475a5b854c55d..34ae72329b874 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java
@@ -22,7 +22,7 @@ public final class VoiceAgentToolboxTool extends VoiceAgentTool {
      * The tool kind.
      */
     @Generated
-    private String type = "toolbox";
+    private VoiceAgentToolType type = VoiceAgentToolType.TOOLBOX;
 
     /*
      * The name of the toolbox to attach.
@@ -61,7 +61,7 @@ public VoiceAgentToolboxTool(String toolboxName, String toolboxVersion) {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceAgentToolType getType() {
         return this.type;
     }
 
@@ -118,7 +118,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("toolbox_name", this.toolboxName);
         jsonWriter.writeStringField("toolbox_version", this.toolboxVersion);
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("response_scheduling",
             this.responseScheduling == null ? null : this.responseScheduling.toString());
         return jsonWriter.writeEndObject();
@@ -138,7 +138,7 @@ public static VoiceAgentToolboxTool fromJson(JsonReader jsonReader) throws IOExc
         return jsonReader.readObject(reader -> {
             String toolboxName = null;
             String toolboxVersion = null;
-            String type = "toolbox";
+            VoiceAgentToolType type = VoiceAgentToolType.TOOLBOX;
             VoiceAgentToolResponseScheduling responseScheduling = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
@@ -148,7 +148,7 @@ public static VoiceAgentToolboxTool fromJson(JsonReader jsonReader) throws IOExc
                 } else if ("toolbox_version".equals(fieldName)) {
                     toolboxVersion = reader.getString();
                 } else if ("type".equals(fieldName)) {
-                    type = reader.getString();
+                    type = VoiceAgentToolType.fromString(reader.getString());
                 } else if ("response_scheduling".equals(fieldName)) {
                     responseScheduling = VoiceAgentToolResponseScheduling.fromString(reader.getString());
                 } else {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundDestination.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferDestination.java
similarity index 59%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundDestination.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferDestination.java
index 3ba5e7e350e36..81476e78268ff 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/TelephonyOutboundDestination.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferDestination.java
@@ -13,48 +13,51 @@
 import java.io.IOException;
 
 /**
- * The destination of an outbound call.
+ * The canonical system-tool transfer destination.
  */
 @Immutable
 @Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class TelephonyOutboundDestination implements JsonSerializable<TelephonyOutboundDestination> {
+public final class VoiceAgentTransferDestination implements JsonSerializable<VoiceAgentTransferDestination> {
 
     /*
-     * The destination type. Only E.164 phone numbers are currently supported.
+     * The destination format: phone_number for an E.164 number, teams for a Teams identifier, or sip for a SIP URI.
      */
     @Generated
-    private final TelephonyOutboundDestinationType type;
+    private final VoiceAgentTransferDestinationType type;
 
     /*
-     * The destination E.164 phone number.
+     * The concrete address. Phone numbers use E.164; Teams and SIP identifiers are validated against the selected
+     * provider's capabilities.
      */
     @Generated
     private final String value;
 
     /**
-     * Creates an instance of TelephonyOutboundDestination class.
+     * Creates an instance of VoiceAgentTransferDestination class.
      *
      * @param type the type value to set.
      * @param value the value value to set.
      */
     @Generated
-    public TelephonyOutboundDestination(TelephonyOutboundDestinationType type, String value) {
+    public VoiceAgentTransferDestination(VoiceAgentTransferDestinationType type, String value) {
         this.type = type;
         this.value = value;
     }
 
     /**
-     * Get the type property: The destination type. Only E.164 phone numbers are currently supported.
+     * Get the type property: The destination format: phone_number for an E.164 number, teams for a Teams identifier, or
+     * sip for a SIP URI.
      *
      * @return the type value.
      */
     @Generated
-    public TelephonyOutboundDestinationType getType() {
+    public VoiceAgentTransferDestinationType getType() {
         return this.type;
     }
 
     /**
-     * Get the value property: The destination E.164 phone number.
+     * Get the value property: The concrete address. Phone numbers use E.164; Teams and SIP identifiers are validated
+     * against the selected provider's capabilities.
      *
      * @return the value value.
      */
@@ -76,31 +79,31 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     }
 
     /**
-     * Reads an instance of TelephonyOutboundDestination from the JsonReader.
+     * Reads an instance of VoiceAgentTransferDestination from the JsonReader.
      *
      * @param jsonReader The JsonReader being read.
-     * @return An instance of TelephonyOutboundDestination if the JsonReader was pointing to an instance of it, or null
+     * @return An instance of VoiceAgentTransferDestination if the JsonReader was pointing to an instance of it, or null
      * if it was pointing to JSON null.
      * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
-     * @throws IOException If an error occurs while reading the TelephonyOutboundDestination.
+     * @throws IOException If an error occurs while reading the VoiceAgentTransferDestination.
      */
     @Generated
-    public static TelephonyOutboundDestination fromJson(JsonReader jsonReader) throws IOException {
+    public static VoiceAgentTransferDestination fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
-            TelephonyOutboundDestinationType type = null;
+            VoiceAgentTransferDestinationType type = null;
             String value = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
-                    type = TelephonyOutboundDestinationType.fromString(reader.getString());
+                    type = VoiceAgentTransferDestinationType.fromString(reader.getString());
                 } else if ("value".equals(fieldName)) {
                     value = reader.getString();
                 } else {
                     reader.skipChildren();
                 }
             }
-            return new TelephonyOutboundDestination(type, value);
+            return new VoiceAgentTransferDestination(type, value);
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferDestinationType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferDestinationType.java
new file mode 100644
index 0000000000000..55f848165c5e3
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferDestinationType.java
@@ -0,0 +1,62 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+
+/**
+ * The supported address formats for a system-tool transfer destination.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public enum VoiceAgentTransferDestinationType {
+
+    /**
+     * An E.164 telephone number.
+     */
+    PHONE_NUMBER("phone_number"),
+    /**
+     * A Microsoft Teams user or resource-account identifier.
+     */
+    TEAMS("teams"),
+    /**
+     * A SIP or SIPS URI.
+     */
+    SIP("sip");
+
+    /**
+     * The actual serialized value for a VoiceAgentTransferDestinationType instance.
+     */
+    private final String value;
+
+    VoiceAgentTransferDestinationType(String value) {
+        this.value = value;
+    }
+
+    /**
+     * Parses a serialized value to a VoiceAgentTransferDestinationType instance.
+     *
+     * @param value the serialized value to parse.
+     * @return the parsed VoiceAgentTransferDestinationType object, or null if unable to parse.
+     */
+    public static VoiceAgentTransferDestinationType fromString(String value) {
+        if (value == null) {
+            return null;
+        }
+        VoiceAgentTransferDestinationType[] items = VoiceAgentTransferDestinationType.values();
+        for (VoiceAgentTransferDestinationType item : items) {
+            if (item.toString().equalsIgnoreCase(value)) {
+                return item;
+            }
+        }
+        return null;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public String toString() {
+        return this.value;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferRouting.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferRouting.java
new file mode 100644
index 0000000000000..302d6ea9435a0
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferRouting.java
@@ -0,0 +1,130 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+
+/**
+ * The configured transfer routing policy. The model selects a target name, not destinations or routing settings.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentTransferRouting implements JsonSerializable<VoiceAgentTransferRouting> {
+
+    /*
+     * The routing strategy. Current native Telephony transfer supports ACS sequential and random routing only.
+     */
+    @Generated
+    private final VoiceAgentTransferStrategy strategy;
+
+    /**
+     * Creates an instance of VoiceAgentTransferRouting class.
+     *
+     * @param strategy the strategy value to set.
+     */
+    @Generated
+    public VoiceAgentTransferRouting(VoiceAgentTransferStrategy strategy) {
+        this.strategy = strategy;
+    }
+
+    /**
+     * Get the strategy property: The routing strategy. Current native Telephony transfer supports ACS sequential and
+     * random routing only.
+     *
+     * @return the strategy value.
+     */
+    @Generated
+    public VoiceAgentTransferStrategy getStrategy() {
+        return this.strategy;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("strategy", this.strategy == null ? null : this.strategy.toString());
+        jsonWriter.writeNumberField("ring_timeout_seconds", this.ringTimeout);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentTransferRouting from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentTransferRouting if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentTransferRouting.
+     */
+    @Generated
+    public static VoiceAgentTransferRouting fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            VoiceAgentTransferStrategy strategy = null;
+            Long ringTimeout = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("strategy".equals(fieldName)) {
+                    strategy = VoiceAgentTransferStrategy.fromString(reader.getString());
+                } else if ("ring_timeout_seconds".equals(fieldName)) {
+                    ringTimeout = reader.getNullable(JsonReader::getLong);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentTransferRouting deserializedVoiceAgentTransferRouting = new VoiceAgentTransferRouting(strategy);
+            deserializedVoiceAgentTransferRouting.ringTimeout = ringTimeout;
+            return deserializedVoiceAgentTransferRouting;
+        });
+    }
+
+    /*
+     * Per-destination ring timeout in seconds, from 1 to 300. If omitted, the service defaults to 20 seconds. Must not
+     * exceed the tool's timeout_seconds. ACS allows at most 180 seconds.
+     */
+    @Generated
+    private Long ringTimeout;
+
+    /**
+     * Get the ringTimeout property: Per-destination ring timeout in seconds, from 1 to 300. If omitted, the service
+     * defaults to 20 seconds. Must not exceed the tool's timeout_seconds. ACS allows at most 180 seconds.
+     *
+     * @return the ringTimeout value.
+     */
+    @Generated
+    public Duration getRingTimeout() {
+        if (this.ringTimeout == null) {
+            return null;
+        }
+        return Duration.ofSeconds(this.ringTimeout);
+    }
+
+    /**
+     * Set the ringTimeout property: Per-destination ring timeout in seconds, from 1 to 300. If omitted, the service
+     * defaults to 20 seconds. Must not exceed the tool's timeout_seconds. ACS allows at most 180 seconds.
+     *
+     * @param ringTimeout the ringTimeout value to set.
+     * @return the VoiceAgentTransferRouting object itself.
+     */
+    @Generated
+    public VoiceAgentTransferRouting setRingTimeout(Duration ringTimeout) {
+        if (ringTimeout == null) {
+            this.ringTimeout = null;
+        } else {
+            this.ringTimeout = ringTimeout.getSeconds();
+        }
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferStrategy.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferStrategy.java
new file mode 100644
index 0000000000000..1ced9ff374098
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferStrategy.java
@@ -0,0 +1,66 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * Per-invocation transfer routing. Unsupported strategies are rejected before provider execution; schema membership
+ * does not imply support by every provider.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentTransferStrategy extends ExpandableStringEnum<VoiceAgentTransferStrategy> {
+
+    /**
+     * Try destinations in configured order while the total budget remains.
+     */
+    @Generated
+    public static final VoiceAgentTransferStrategy SEQUENTIAL = fromString("sequential");
+
+    /**
+     * Randomize destination order for this invocation, then try each within the total budget.
+     */
+    @Generated
+    public static final VoiceAgentTransferStrategy RANDOM = fromString("random");
+
+    /**
+     * Ring destinations concurrently and select the first answer when the executor supports this strategy.
+     */
+    @Generated
+    public static final VoiceAgentTransferStrategy PARALLEL = fromString("parallel");
+
+    /**
+     * Creates a new instance of VoiceAgentTransferStrategy value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceAgentTransferStrategy() {
+    }
+
+    /**
+     * Creates or finds a VoiceAgentTransferStrategy from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceAgentTransferStrategy.
+     */
+    @Generated
+    public static VoiceAgentTransferStrategy fromString(String name) {
+        return fromString(name, VoiceAgentTransferStrategy.class);
+    }
+
+    /**
+     * Gets known VoiceAgentTransferStrategy values.
+     *
+     * @return known VoiceAgentTransferStrategy values.
+     */
+    @Generated
+    public static Collection<VoiceAgentTransferStrategy> values() {
+        return values(VoiceAgentTransferStrategy.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferSystemTool.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferSystemTool.java
new file mode 100644
index 0000000000000..2c5fa595f5405
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferSystemTool.java
@@ -0,0 +1,199 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.time.Duration;
+import java.util.List;
+
+/**
+ * Requests a transfer to an explicitly configured logical target.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentTransferSystemTool extends VoiceAgentSystemTool {
+
+    /*
+     * The tool kind.
+     */
+    @Generated
+    private final VoiceAgentToolType type = VoiceAgentToolType.SYSTEM;
+
+    /*
+     * The service-managed control action. Known values are stable; additional values may be added over time.
+     */
+    @Generated
+    private VoiceAgentSystemToolName name = VoiceAgentSystemToolName.TRANSFER;
+
+    /*
+     * Require a non-blank handoff summary in each model-generated transfer call. Defaults to false; does not guarantee
+     * delivery to the recipient.
+     */
+    @Generated
+    private Boolean requireHandoff;
+
+    /*
+     * The non-empty set of logical targets that the model may select.
+     */
+    @Generated
+    private final List<VoiceAgentTransferTarget> targets;
+
+    /**
+     * Creates an instance of VoiceAgentTransferSystemTool class.
+     *
+     * @param targets the targets value to set.
+     */
+    @Generated
+    public VoiceAgentTransferSystemTool(List<VoiceAgentTransferTarget> targets) {
+        this.targets = targets;
+    }
+
+    /**
+     * Get the type property: The tool kind.
+     *
+     * @return the type value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentToolType getType() {
+        return this.type;
+    }
+
+    /**
+     * Get the name property: The service-managed control action. Known values are stable; additional values may be
+     * added over time.
+     *
+     * @return the name value.
+     */
+    @Generated
+    @Override
+    public VoiceAgentSystemToolName getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the requireHandoff property: Require a non-blank handoff summary in each model-generated transfer call.
+     * Defaults to false; does not guarantee delivery to the recipient.
+     *
+     * @return the requireHandoff value.
+     */
+    @Generated
+    public Boolean isRequireHandoff() {
+        return this.requireHandoff;
+    }
+
+    /**
+     * Set the requireHandoff property: Require a non-blank handoff summary in each model-generated transfer call.
+     * Defaults to false; does not guarantee delivery to the recipient.
+     *
+     * @param requireHandoff the requireHandoff value to set.
+     * @return the VoiceAgentTransferSystemTool object itself.
+     */
+    @Generated
+    public VoiceAgentTransferSystemTool setRequireHandoff(Boolean requireHandoff) {
+        this.requireHandoff = requireHandoff;
+        return this;
+    }
+
+    /**
+     * Get the targets property: The non-empty set of logical targets that the model may select.
+     *
+     * @return the targets value.
+     */
+    @Generated
+    public List<VoiceAgentTransferTarget> getTargets() {
+        return this.targets;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentTransferSystemTool setDescription(String description) {
+        super.setDescription(description);
+        return this;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
+        jsonWriter.writeStringField("description", getDescription());
+        if (getTimeout() != null) {
+            jsonWriter.writeNumberField("timeout_seconds", getTimeout().getSeconds());
+        }
+        jsonWriter.writeArrayField("targets", this.targets, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeStringField("name", this.name == null ? null : this.name.toString());
+        jsonWriter.writeBooleanField("require_handoff", this.requireHandoff);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentTransferSystemTool from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentTransferSystemTool if the JsonReader was pointing to an instance of it, or null
+     * if it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentTransferSystemTool.
+     */
+    @Generated
+    public static VoiceAgentTransferSystemTool fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String description = null;
+            Duration timeout = null;
+            List<VoiceAgentTransferTarget> targets = null;
+            VoiceAgentSystemToolName name = VoiceAgentSystemToolName.TRANSFER;
+            Boolean requireHandoff = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else if ("timeout_seconds".equals(fieldName)) {
+                    Long timeoutHolder = reader.getNullable(JsonReader::getLong);
+                    if (timeoutHolder != null) {
+                        timeout = Duration.ofSeconds(timeoutHolder);
+                    }
+                } else if ("targets".equals(fieldName)) {
+                    targets = reader.readArray(reader1 -> VoiceAgentTransferTarget.fromJson(reader1));
+                } else if ("name".equals(fieldName)) {
+                    name = VoiceAgentSystemToolName.fromString(reader.getString());
+                } else if ("require_handoff".equals(fieldName)) {
+                    requireHandoff = reader.getNullable(JsonReader::getBoolean);
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentTransferSystemTool deserializedVoiceAgentTransferSystemTool
+                = new VoiceAgentTransferSystemTool(targets);
+            deserializedVoiceAgentTransferSystemTool.setDescription(description);
+            deserializedVoiceAgentTransferSystemTool.setTimeout(timeout);
+            deserializedVoiceAgentTransferSystemTool.name = name;
+            deserializedVoiceAgentTransferSystemTool.requireHandoff = requireHandoff;
+            return deserializedVoiceAgentTransferSystemTool;
+        });
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public VoiceAgentTransferSystemTool setTimeout(Duration timeout) {
+        super.setTimeout(timeout);
+        return this;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferTarget.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferTarget.java
new file mode 100644
index 0000000000000..285c7986e0fea
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentTransferTarget.java
@@ -0,0 +1,167 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.annotation.Generated;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonToken;
+import com.azure.json.JsonWriter;
+import java.io.IOException;
+import java.util.List;
+
+/**
+ * A configured logical transfer target. Only its name and description are model-visible; destinations and routing are
+ * executor settings.
+ */
+@Fluent
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceAgentTransferTarget implements JsonSerializable<VoiceAgentTransferTarget> {
+
+    /*
+     * The non-blank logical target name. Names must be unique after trimming within the transfer tool.
+     */
+    @Generated
+    private final String name;
+
+    /*
+     * A description that helps the model select this target.
+     */
+    @Generated
+    private String description;
+
+    /*
+     * The concrete destinations for this transfer target.
+     */
+    @Generated
+    private final List<VoiceAgentTransferDestination> destinations;
+
+    /*
+     * The trusted routing policy for this target.
+     */
+    @Generated
+    private final VoiceAgentTransferRouting routing;
+
+    /**
+     * Creates an instance of VoiceAgentTransferTarget class.
+     *
+     * @param name the name value to set.
+     * @param destinations the destinations value to set.
+     * @param routing the routing value to set.
+     */
+    @Generated
+    public VoiceAgentTransferTarget(String name, List<VoiceAgentTransferDestination> destinations,
+        VoiceAgentTransferRouting routing) {
+        this.name = name;
+        this.destinations = destinations;
+        this.routing = routing;
+    }
+
+    /**
+     * Get the name property: The non-blank logical target name. Names must be unique after trimming within the transfer
+     * tool.
+     *
+     * @return the name value.
+     */
+    @Generated
+    public String getName() {
+        return this.name;
+    }
+
+    /**
+     * Get the description property: A description that helps the model select this target.
+     *
+     * @return the description value.
+     */
+    @Generated
+    public String getDescription() {
+        return this.description;
+    }
+
+    /**
+     * Set the description property: A description that helps the model select this target.
+     *
+     * @param description the description value to set.
+     * @return the VoiceAgentTransferTarget object itself.
+     */
+    @Generated
+    public VoiceAgentTransferTarget setDescription(String description) {
+        this.description = description;
+        return this;
+    }
+
+    /**
+     * Get the destinations property: The concrete destinations for this transfer target.
+     *
+     * @return the destinations value.
+     */
+    @Generated
+    public List<VoiceAgentTransferDestination> getDestinations() {
+        return this.destinations;
+    }
+
+    /**
+     * Get the routing property: The trusted routing policy for this target.
+     *
+     * @return the routing value.
+     */
+    @Generated
+    public VoiceAgentTransferRouting getRouting() {
+        return this.routing;
+    }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Generated
+    @Override
+    public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        jsonWriter.writeStartObject();
+        jsonWriter.writeStringField("name", this.name);
+        jsonWriter.writeArrayField("destinations", this.destinations, (writer, element) -> writer.writeJson(element));
+        jsonWriter.writeJsonField("routing", this.routing);
+        jsonWriter.writeStringField("description", this.description);
+        return jsonWriter.writeEndObject();
+    }
+
+    /**
+     * Reads an instance of VoiceAgentTransferTarget from the JsonReader.
+     *
+     * @param jsonReader The JsonReader being read.
+     * @return An instance of VoiceAgentTransferTarget if the JsonReader was pointing to an instance of it, or null if
+     * it was pointing to JSON null.
+     * @throws IllegalStateException If the deserialized JSON object was missing any required properties.
+     * @throws IOException If an error occurs while reading the VoiceAgentTransferTarget.
+     */
+    @Generated
+    public static VoiceAgentTransferTarget fromJson(JsonReader jsonReader) throws IOException {
+        return jsonReader.readObject(reader -> {
+            String name = null;
+            List<VoiceAgentTransferDestination> destinations = null;
+            VoiceAgentTransferRouting routing = null;
+            String description = null;
+            while (reader.nextToken() != JsonToken.END_OBJECT) {
+                String fieldName = reader.getFieldName();
+                reader.nextToken();
+                if ("name".equals(fieldName)) {
+                    name = reader.getString();
+                } else if ("destinations".equals(fieldName)) {
+                    destinations = reader.readArray(reader1 -> VoiceAgentTransferDestination.fromJson(reader1));
+                } else if ("routing".equals(fieldName)) {
+                    routing = VoiceAgentTransferRouting.fromJson(reader);
+                } else if ("description".equals(fieldName)) {
+                    description = reader.getString();
+                } else {
+                    reader.skipChildren();
+                }
+            }
+            VoiceAgentTransferTarget deserializedVoiceAgentTransferTarget
+                = new VoiceAgentTransferTarget(name, destinations, routing);
+            deserializedVoiceAgentTransferTarget.description = description;
+            return deserializedVoiceAgentTransferTarget;
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentWebSocketConnectionOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentWebSocketConnectionOptions.java
index 8b392338f9a1b..0184f4f3837b5 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentWebSocketConnectionOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentWebSocketConnectionOptions.java
@@ -107,7 +107,7 @@ public VoiceAgentWebSocketConnectionOptions setMalformedEventHandler(Consumer<Th
 
     private Boolean store;
     private String agentVersionOverride;
-    private VoiceAgentTransport transport;
+    private VoiceAgentTransport transportType;
     private Duration handshakeTimeout = Duration.ofSeconds(30);
     private Duration closeTimeout = Duration.ofSeconds(10);
     private String agentSessionId;
@@ -133,7 +133,7 @@ public VoiceAgentWebSocketConnectionOptions(VoiceAgentWebSocketConnectionOptions
         this.malformedEventHandler = source.malformedEventHandler;
         this.store = source.store;
         this.agentVersionOverride = source.agentVersionOverride;
-        this.transport = source.transport;
+        this.transportType = source.transportType;
         this.handshakeTimeout = source.handshakeTimeout;
         this.closeTimeout = source.closeTimeout;
         this.agentSessionId = source.agentSessionId;
@@ -217,23 +217,23 @@ public VoiceAgentWebSocketConnectionOptions setAgentVersionOverride(String agent
     }
 
     /**
-     * Gets the transport used for the realtime connection.
+     * Gets the transport type used for the realtime connection.
      *
-     * @return the transport, or {@code null} to use {@link VoiceAgentTransport#WEBSOCKET}.
+     * @return the transport type, or {@code null} to use {@link VoiceAgentTransport#WEBSOCKET}.
      */
-    public VoiceAgentTransport getTransport() {
-        return transport;
+    public VoiceAgentTransport getTransportType() {
+        return transportType;
     }
 
     /**
-     * Sets the transport used for the realtime connection. When using {@link VoiceAgentTransport#WEBRTC}, the caller
-     * is responsible for completing SDP negotiation using the RTC call signaling events.
+     * Sets the transport type used for the realtime connection. When using {@link VoiceAgentTransport#WEBRTC},
+     * the caller is responsible for completing SDP negotiation using the RTC call signaling events.
      *
-     * @param transport the transport, or {@code null} to use {@link VoiceAgentTransport#WEBSOCKET}.
+     * @param transportType the transport type, or {@code null} to use {@link VoiceAgentTransport#WEBSOCKET}.
      * @return this options instance.
      */
-    public VoiceAgentWebSocketConnectionOptions setTransport(VoiceAgentTransport transport) {
-        this.transport = transport;
+    public VoiceAgentWebSocketConnectionOptions setTransportType(VoiceAgentTransport transportType) {
+        this.transportType = transportType;
         return this;
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java
index f3975caaf8860..ca32fcd98a164 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java
@@ -23,7 +23,7 @@ public class VoiceConversationEngine implements JsonSerializable<VoiceConversati
      * The conversation engine type.
      */
     @Generated
-    private String type = "VoiceConversationEngine";
+    private VoiceConversationEngineType type = VoiceConversationEngineType.fromString("VoiceConversationEngine");
 
     /**
      * Creates an instance of VoiceConversationEngine class.
@@ -38,7 +38,7 @@ protected VoiceConversationEngine() {
      * @return the type value.
      */
     @Generated
-    public String getType() {
+    public VoiceConversationEngineType getType() {
         return this.type;
     }
 
@@ -49,7 +49,7 @@ public String getType() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         return jsonWriter.writeEndObject();
     }
 
@@ -96,7 +96,8 @@ static VoiceConversationEngine fromJsonKnownDiscriminator(JsonReader jsonReader)
                 String fieldName = reader.getFieldName();
                 reader.nextToken();
                 if ("type".equals(fieldName)) {
-                    deserializedVoiceConversationEngine.type = reader.getString();
+                    deserializedVoiceConversationEngine.type
+                        = VoiceConversationEngineType.fromString(reader.getString());
                 } else {
                     reader.skipChildren();
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceConversationEngineType.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceConversationEngineType.java
new file mode 100644
index 0000000000000..850a523a951fc
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceConversationEngineType.java
@@ -0,0 +1,53 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+// Code generated by Microsoft (R) TypeSpec Code Generator.
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Generated;
+import com.azure.core.util.ExpandableStringEnum;
+import java.util.Collection;
+
+/**
+ * The conversation engine types supported by a voice agent.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+public final class VoiceConversationEngineType extends ExpandableStringEnum<VoiceConversationEngineType> {
+
+    /**
+     * Use a hosted Foundry agent to handle the conversation.
+     */
+    @Generated
+    public static final VoiceConversationEngineType HOSTED_AGENT = fromString("hosted_agent");
+
+    /**
+     * Creates a new instance of VoiceConversationEngineType value.
+     *
+     * @deprecated Use the {@link #fromString(String)} factory method.
+     */
+    @Generated
+    @Deprecated
+    public VoiceConversationEngineType() {
+    }
+
+    /**
+     * Creates or finds a VoiceConversationEngineType from its string representation.
+     *
+     * @param name a name to look for.
+     * @return the corresponding VoiceConversationEngineType.
+     */
+    @Generated
+    public static VoiceConversationEngineType fromString(String name) {
+        return fromString(name, VoiceConversationEngineType.class);
+    }
+
+    /**
+     * Gets known VoiceConversationEngineType values.
+     *
+     * @return known VoiceConversationEngineType values.
+     */
+    @Generated
+    public static Collection<VoiceConversationEngineType> values() {
+        return values(VoiceConversationEngineType.class);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java
index 49cdb469011cb..4c46c2dd347b7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java
@@ -29,7 +29,7 @@ public final class VoiceHostedAgentConversationEngine extends VoiceConversationE
      * The conversation engine type.
      */
     @Generated
-    private String type = "hosted_agent";
+    private VoiceConversationEngineType type = VoiceConversationEngineType.HOSTED_AGENT;
 
     /*
      * The non-empty DNS-like name of the target hosted text agent in the same project.
@@ -72,7 +72,7 @@ public VoiceHostedAgentConversationEngine(String name) {
      */
     @Generated
     @Override
-    public String getType() {
+    public VoiceConversationEngineType getType() {
         return this.type;
     }
 
@@ -152,7 +152,7 @@ public VoiceHostedAgentConversationEngine setAdditionalProperties(Map<String, Bi
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("name", this.name);
-        jsonWriter.writeStringField("type", this.type);
+        jsonWriter.writeStringField("type", this.type == null ? null : this.type.toString());
         jsonWriter.writeStringField("version", this.version);
         if (additionalProperties != null) {
             for (Map.Entry<String, BinaryData> additionalProperty : additionalProperties.entrySet()) {
@@ -180,7 +180,7 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
     public static VoiceHostedAgentConversationEngine fromJson(JsonReader jsonReader) throws IOException {
         return jsonReader.readObject(reader -> {
             String name = null;
-            String type = "hosted_agent";
+            VoiceConversationEngineType type = VoiceConversationEngineType.HOSTED_AGENT;
             String version = null;
             Map<String, BinaryData> additionalProperties = null;
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -189,7 +189,7 @@ public static VoiceHostedAgentConversationEngine fromJson(JsonReader jsonReader)
                 if ("name".equals(fieldName)) {
                     name = reader.getString();
                 } else if ("type".equals(fieldName)) {
-                    type = reader.getString();
+                    type = VoiceConversationEngineType.fromString(reader.getString());
                 } else if ("version".equals(fieldName)) {
                     version = reader.getString();
                 } else {
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceIds.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceIds.java
deleted file mode 100644
index 663e47e7cb959..0000000000000
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceIds.java
+++ /dev/null
@@ -1,107 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-// Code generated by Microsoft (R) TypeSpec Code Generator.
-package com.azure.ai.agents.models;
-
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.core.annotation.Generated;
-import com.azure.core.util.ExpandableStringEnum;
-import java.util.Collection;
-
-/**
- * Defines values for VoiceIds.
- */
-@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
-public final class VoiceIds extends ExpandableStringEnum<VoiceIds> {
-
-    /**
-     * Static value alloy for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds ALLOY = fromString("alloy");
-
-    /**
-     * Static value ash for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds ASH = fromString("ash");
-
-    /**
-     * Static value ballad for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds BALLAD = fromString("ballad");
-
-    /**
-     * Static value coral for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds CORAL = fromString("coral");
-
-    /**
-     * Static value echo for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds ECHO = fromString("echo");
-
-    /**
-     * Static value sage for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds SAGE = fromString("sage");
-
-    /**
-     * Static value shimmer for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds SHIMMER = fromString("shimmer");
-
-    /**
-     * Static value verse for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds VERSE = fromString("verse");
-
-    /**
-     * Static value marin for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds MARIN = fromString("marin");
-
-    /**
-     * Static value cedar for VoiceIds.
-     */
-    @Generated
-    public static final VoiceIds CEDAR = fromString("cedar");
-
-    /**
-     * Creates a new instance of VoiceIds value.
-     *
-     * @deprecated Use the {@link #fromString(String)} factory method.
-     */
-    @Generated
-    @Deprecated
-    public VoiceIds() {
-    }
-
-    /**
-     * Creates or finds a VoiceIds from its string representation.
-     *
-     * @param name a name to look for.
-     * @return the corresponding VoiceIds.
-     */
-    @Generated
-    public static VoiceIds fromString(String name) {
-        return fromString(name, VoiceIds.class);
-    }
-
-    /**
-     * Gets known VoiceIds values.
-     *
-     * @return known VoiceIds values.
-     */
-    @Generated
-    public static Collection<VoiceIds> values() {
-        return values(VoiceIds.class);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java
index 079a44d8ea867..2f4b750b2d8ca 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java
@@ -23,13 +23,13 @@ public final class VoiceRecordingChannelLayout implements JsonSerializable<Voice
      * The role carried on the left channel. Always `user`.
      */
     @Generated
-    private final String left = "user";
+    private final VoiceAudioRole left = VoiceAudioRole.USER;
 
     /*
      * The role carried on the right channel. Always `agent`.
      */
     @Generated
-    private final String right = "agent";
+    private final VoiceAudioRole right = VoiceAudioRole.AGENT;
 
     /**
      * Creates an instance of VoiceRecordingChannelLayout class.
@@ -44,7 +44,7 @@ private VoiceRecordingChannelLayout() {
      * @return the left value.
      */
     @Generated
-    public String getLeft() {
+    public VoiceAudioRole getLeft() {
         return this.left;
     }
 
@@ -54,7 +54,7 @@ public String getLeft() {
      * @return the right value.
      */
     @Generated
-    public String getRight() {
+    public VoiceAudioRole getRight() {
         return this.right;
     }
 
@@ -65,8 +65,8 @@ public String getRight() {
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
         jsonWriter.writeStartObject();
-        jsonWriter.writeStringField("left", this.left);
-        jsonWriter.writeStringField("right", this.right);
+        jsonWriter.writeStringField("left", this.left == null ? null : this.left.toString());
+        jsonWriter.writeStringField("right", this.right == null ? null : this.right.toString());
         return jsonWriter.writeEndObject();
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java
index 9a697449b88c9..a5348677eb462 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java
@@ -3,13 +3,16 @@
 // Code generated by Microsoft (R) TypeSpec Code Generator.
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Generated;
 import com.azure.core.annotation.Immutable;
+import com.azure.core.util.BinaryData;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonToken;
 import com.azure.json.JsonWriter;
+import com.openai.models.realtime.RealtimeAudioFormats;
 import java.io.IOException;
 
 /**
@@ -41,7 +44,7 @@ public final class VoiceResponseAudioOutput implements JsonSerializable<VoiceRes
      * The audio format used for the response's audio output.
      */
     @Generated
-    private RealtimeAudioFormat format;
+    private RealtimeAudioFormats format;
 
     /**
      * Creates an instance of VoiceResponseAudioOutput class.
@@ -86,21 +89,24 @@ public String getVoiceLocale() {
      * @return the format value.
      */
     @Generated
-    public RealtimeAudioFormat getFormat() {
+    public RealtimeAudioFormats getFormat() {
         return this.format;
     }
 
     /**
      * {@inheritDoc}
      */
-    @Generated
     @Override
     public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
+        // AI Tooling: openai-java de-dup
         jsonWriter.writeStartObject();
         jsonWriter.writeStringField("voice", this.voice);
         jsonWriter.writeStringField("voice_type", this.voiceType == null ? null : this.voiceType.toString());
         jsonWriter.writeStringField("voice_locale", this.voiceLocale);
-        jsonWriter.writeJsonField("format", this.format);
+        if (this.format != null) {
+            jsonWriter.writeFieldName("format");
+            OpenAIJsonHelper.toBinaryData(this.format).writeTo(jsonWriter);
+        }
         return jsonWriter.writeEndObject();
     }
 
@@ -112,8 +118,8 @@ public JsonWriter toJson(JsonWriter jsonWriter) throws IOException {
      * it was pointing to JSON null.
      * @throws IOException If an error occurs while reading the VoiceResponseAudioOutput.
      */
-    @Generated
     public static VoiceResponseAudioOutput fromJson(JsonReader jsonReader) throws IOException {
+        // AI Tooling: openai-java de-dup
         return jsonReader.readObject(reader -> {
             VoiceResponseAudioOutput deserializedVoiceResponseAudioOutput = new VoiceResponseAudioOutput();
             while (reader.nextToken() != JsonToken.END_OBJECT) {
@@ -126,7 +132,10 @@ public static VoiceResponseAudioOutput fromJson(JsonReader jsonReader) throws IO
                 } else if ("voice_locale".equals(fieldName)) {
                     deserializedVoiceResponseAudioOutput.voiceLocale = reader.getString();
                 } else if ("format".equals(fieldName)) {
-                    deserializedVoiceResponseAudioOutput.format = RealtimeAudioFormat.fromJson(reader);
+                    BinaryData formatData
+                        = reader.getNullable(nonNullReader -> BinaryData.fromObject(nonNullReader.readUntyped()));
+                    deserializedVoiceResponseAudioOutput.format
+                        = OpenAIJsonHelper.fromBinaryData(formatData, RealtimeAudioFormats.class);
                 } else {
                     reader.skipChildren();
                 }
diff --git a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
index 767175b14d5d2..ac634af86ee7d 100644
--- a/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
+++ b/sdk/ai/azure-ai-agents/src/main/resources/META-INF/azure-ai-agents_metadata.json
@@ -1 +1 @@
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ation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioInputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioOutputConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAudioTimestampType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarIceServer.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarOutputProtocol.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarScene.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoBackground.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoCrop.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoParameters.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAvatarVideoResolution.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadEnglishTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadMultilingualTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentAzureSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentBaseDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentCollectDtmfSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentCollectSmsSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDelegateSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentDigitRecognitionSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEchoCancellationReferenceSource.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndConversationSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceDetectionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEndOfUtteranceThresholdLevel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentEventGridPostCallDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentFunctionTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentGreetingMode.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffCondition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffEdgeState.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffNodeState.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPipelineFamily.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffPolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffReasoningEffort.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffState.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffTargetResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentHandoffVoiceAdaptation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInlineSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionChannel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatus.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputCollectionStatusEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscription.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInputTranscriptionModel.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseTrigger.java","src/main/java/com/azure/ai/agents/models/VoiceAgentInterimResponseType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLanguageDetectionSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveClientDelegationConversationItem.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItem.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveConversationItemType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDefinition.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationConversationItem.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationResultItem.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationTarget.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveDelegationType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveFoundryManagedAgentDelegationItem.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveInputConversationItem.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveManagedAgentDelegation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveOutputConversationItem.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegation.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegationConversationItem.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmGeneratedGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentLlmInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentMcpTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReduction.java","src/main/java/com/azure/ai/agents/models/VoiceAgentNoiseReductionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallDestinationType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentPostCallIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentProfanityFilterMode.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRealtimeResponse.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationBlendshapeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAnimationVisemeDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioConfig.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseAudioTimestampDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseCreateOptions.java","src/main/java/com/azure/ai/agents/models/VoiceAgentResponseVideoDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRoutinePostCallDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallErrorType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreateEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentRtcCallSdpCreatedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSemanticVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSendDtmfSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSendSmsSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentServerVadTurnDetection.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarConnectingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToIdleEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionAvatarSwitchToSpeakingEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionHandoffStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionIncludeOption.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentAbortedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentCompletedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionSubagentStartedEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSessionUpdateConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSound.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeSourceConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSoundscapeWorkingTrackConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentStaticInterimResponseConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubProtocol.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentAbortReason.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentResponsePolicy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSubagentType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDeltaEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolArgumentsDoneEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItem.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolItemStatus.java","src/main/java/com/azure/ai/agents/models/VoiceAgentSystemToolName.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTemplateGreetingConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolResponseScheduling.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentToolboxTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionPhrase.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTranscriptionWord.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransferDestination.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransferDestinationType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransferRouting.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransferStrategy.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransferSystemTool.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransferTarget.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTransport.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentTurnDetectionType.java","src/main/java/com/azure/ai/agents/models/VoiceAgentVoiceConfiguration.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningDetails.java","src/main/java/com/azure/ai/agents/models/VoiceAgentWarningEvent.java","src/main/java/com/azure/ai/agents/models/VoiceAudioCodec.java","src/main/java/com/azure/ai/agents/models/VoiceAudioContainerFormat.java","src/main/java/com/azure/ai/agents/models/VoiceAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceAudioRole.java","src/main/java/com/azure/ai/agents/models/VoiceConversation.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceConversationEngineType.java","src/main/java/com/azure/ai/agents/models/VoiceConversationStatus.java","src/main/java/com/azure/ai/agents/models/VoiceGeneratedAudioItem.java","src/main/java/com/azure/ai/agents/models/VoiceHostedAgentConversationEngine.java","src/main/java/com/azure/ai/agents/models/VoiceModelType.java","src/main/java/com/azure/ai/agents/models/VoiceOutputModality.java","src/main/java/com/azure/ai/agents/models/VoiceRecording.java","src/main/java/com/azure/ai/agents/models/VoiceRecordingChannelLayout.java","src/main/java/com/azure/ai/agents/models/VoiceResponse.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudio.java","src/main/java/com/azure/ai/agents/models/VoiceResponseAudioOutput.java","src/main/java/com/azure/ai/agents/models/VoiceResponseObjectType.java","src/main/java/com/azure/ai/agents/models/VoiceType.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WebSearchApproximateLocation.java","src/main/java/com/azure/ai/agents/models/WebSearchConfiguration.java","src/main/java/com/azure/ai/agents/models/WebSearchPreviewTool.java","src/main/java/com/azure/ai/agents/models/WebSearchTool.java","src/main/java/com/azure/ai/agents/models/WebSearchToolFilters.java","src/main/java/com/azure/ai/agents/models/WebSearchToolSearchContextSize.java","src/main/java/com/azure/ai/agents/models/WebSearchToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewTool.java","src/main/java/com/azure/ai/agents/models/WorkIqPreviewToolboxTool.java","src/main/java/com/azure/ai/agents/models/WorkflowAgentDefinition.java","src/main/java/com/azure/ai/agents/models/package-info.java","src/main/java/com/azure/ai/agents/package-info.java","src/main/java/module-info.java"]}
\ No newline at end of file
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentWithToolsSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentWithToolsSample.java
index ab14a156ca71b..a5d9db700e638 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentWithToolsSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentWithToolsSample.java
@@ -10,7 +10,7 @@
 import com.azure.identity.DefaultAzureCredentialBuilder;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
-import com.azure.ai.agents.models.RealtimePcmAudioFormat;
+import com.openai.models.realtime.RealtimeAudioFormats;
 import com.openai.models.realtime.RealtimeAudioFormats.AudioPcm.Rate;
 import com.azure.ai.agents.models.VoiceAgentAudioConfiguration;
 import com.azure.ai.agents.models.VoiceAgentAudioInputConfiguration;
@@ -58,8 +58,11 @@ public static void main(String[] args) {
             .allowPreview(true)
             .buildAgentsClient();
 
-        RealtimePcmAudioFormat pcm = new RealtimePcmAudioFormat()
-            .setRate(Rate._24000);
+        RealtimeAudioFormats pcm = RealtimeAudioFormats.ofAudioPcm(
+            RealtimeAudioFormats.AudioPcm.builder()
+                .type(RealtimeAudioFormats.AudioPcm.Type.AUDIO_PCM)
+                .rate(Rate._24000)
+                .build());
         VoiceAgentAudioInputConfiguration input = new VoiceAgentAudioInputConfiguration()
             .setFormat(pcm)
             .setTurnDetection(new VoiceAgentServerVadTurnDetection()
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClientTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClientTests.java
index 0692bfdc257ea..3db2e46948de0 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClientTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClientTests.java
@@ -30,9 +30,10 @@ public void connectionUriUsesSelectedTransport() {
         URI defaultUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent",
             new VoiceAgentWebSocketConnectionOptions());
         URI websocketUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent",
-            new VoiceAgentWebSocketConnectionOptions().setTransport(VoiceAgentTransport.WEBSOCKET));
+            new VoiceAgentWebSocketConnectionOptions().setTransportType(VoiceAgentTransport.WEBSOCKET));
         URI webRtcUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent",
-            new VoiceAgentWebSocketConnectionOptions().setTransport(VoiceAgentTransport.WEBRTC));
+            new VoiceAgentWebSocketConnectionOptions(
+                new VoiceAgentWebSocketConnectionOptions().setTransportType(VoiceAgentTransport.WEBRTC)));
 
         assertEquals("websocket", queryParameter(defaultUri, "transport"));
         assertEquals("websocket", queryParameter(websocketUri, "transport"));
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
index 948392401a2a8..20c80de494c65 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
@@ -57,7 +57,9 @@ public void voicePreviewFactoriesAreOnlyPublicOnBetaBuilder() throws ReflectiveO
             BetaVoiceAgentsTelephonyClient.class,
             BetaVoiceAgentsTelephonyAsyncClient.class,
             BetaVoiceAgentsConversationsClient.class,
-            BetaVoiceAgentsConversationsAsyncClient.class }) {
+            BetaVoiceAgentsConversationsAsyncClient.class,
+            BetaVoiceAgentsLiveConversationsClient.class,
+            BetaVoiceAgentsLiveConversationsAsyncClient.class }) {
             String methodName = "build" + clientType.getSimpleName();
             assertThrows(NoSuchMethodException.class, () -> AgentsClientBuilder.class.getMethod(methodName));
             assertTrue(clientType.isInstance(
@@ -72,6 +74,13 @@ public void voiceBetaClientsAddPreviewHeadersWithoutLeakingToGaClients() {
             AgentsClientBuilder builder
                 = customPipeline ? createBuilder(createCustomPipeline(httpClient)) : createBuilder(httpClient);
             List<Runnable> requests = Arrays.asList(
+                () -> builder.beta()
+                    .buildBetaVoiceAgentsLiveConversationsClient()
+                    .getAgentConversationWithResponse("agent", "conversation", new RequestOptions()),
+                () -> builder.beta()
+                    .buildBetaVoiceAgentsLiveConversationsAsyncClient()
+                    .getAgentConversationWithResponse("agent", "conversation", new RequestOptions())
+                    .block(),
                 () -> builder.beta()
                     .buildBetaVoiceAgentsTelephonyClient()
                     .getTelephonyBindingWithResponse("agent", "binding", new RequestOptions()),
@@ -93,6 +102,13 @@ public void voiceBetaClientsAddPreviewHeadersWithoutLeakingToGaClients() {
                     .buildBetaVoiceAgentsTelephonyAsyncClient()
                     .getTelephonyCallJobWithResponse("agent", "job", new RequestOptions())
                     .block(),
+                () -> builder.beta()
+                    .buildBetaVoiceAgentsTelephonyClient()
+                    .getCampaignWithResponse("agent", "campaign", new RequestOptions()),
+                () -> builder.beta()
+                    .buildBetaVoiceAgentsTelephonyAsyncClient()
+                    .getCampaignWithResponse("agent", "campaign", new RequestOptions())
+                    .block(),
                 () -> builder.beta()
                     .buildBetaVoiceAgentsConversationsClient()
                     .getAgentConversationWithResponse("agent", "conversation", new RequestOptions()),
@@ -310,6 +326,20 @@ public void customPipelineDoesNotOverrideExplicitFoundryHeader() {
 
         assertEquals(explicitHeader, foundryFeatures(httpClient));
         assertEquals(CUSTOM_PIPELINE_VALUE, customPipelineHeader(httpClient));
+
+        AgentsClientBuilder builder = createBuilder(customPipeline);
+        builder.beta()
+            .buildBetaVoiceAgentsLiveConversationsClient()
+            .getAgentConversationWithResponse("agent", "conversation", requestOptions);
+        assertEquals(explicitHeader, foundryFeatures(httpClient));
+        assertEquals(CUSTOM_PIPELINE_VALUE, customPipelineHeader(httpClient));
+
+        builder.beta()
+            .buildBetaVoiceAgentsLiveConversationsAsyncClient()
+            .getAgentConversationWithResponse("agent", "conversation", requestOptions)
+            .block();
+        assertEquals(explicitHeader, foundryFeatures(httpClient));
+        assertEquals(CUSTOM_PIPELINE_VALUE, customPipelineHeader(httpClient));
     }
 
     @Test
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/CampaignOperationLocationPollingStrategyTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/CampaignOperationLocationPollingStrategyTest.java
new file mode 100644
index 0000000000000..89ea3df07e1ed
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/implementation/CampaignOperationLocationPollingStrategyTest.java
@@ -0,0 +1,253 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation;
+
+import com.azure.ai.agents.AgentsServiceVersion;
+import com.azure.ai.agents.models.TelephonyCampaign;
+import com.azure.ai.agents.models.TelephonyCampaignOperation;
+import com.azure.ai.agents.models.TelephonyCampaignStatus;
+import com.azure.core.exception.AzureException;
+import com.azure.core.exception.HttpResponseException;
+import com.azure.core.http.HttpClient;
+import com.azure.core.http.HttpHeaderName;
+import com.azure.core.http.HttpHeaders;
+import com.azure.core.http.HttpMethod;
+import com.azure.core.http.HttpPipeline;
+import com.azure.core.http.HttpPipelineBuilder;
+import com.azure.core.http.HttpRequest;
+import com.azure.core.http.HttpResponse;
+import com.azure.core.http.rest.Response;
+import com.azure.core.http.rest.SimpleResponse;
+import com.azure.core.test.http.MockHttpResponse;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Context;
+import com.azure.core.util.polling.PollerFlux;
+import com.azure.core.util.polling.PollingStrategyOptions;
+import com.azure.core.util.polling.SyncPoller;
+import com.azure.core.util.serializer.TypeReference;
+import java.time.Duration;
+import java.util.ArrayDeque;
+import java.util.Deque;
+import java.util.function.Function;
+import java.util.stream.Stream;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.Arguments;
+import org.junit.jupiter.params.provider.MethodSource;
+import org.junit.jupiter.params.provider.ValueSource;
+import reactor.core.publisher.Mono;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+class CampaignOperationLocationPollingStrategyTest {
+    private static final String ENDPOINT = "https://example.test";
+    private static final String CAMPAIGN_PATH = "/agents/agent/telephony_campaigns/campaign";
+    private static final String MONITOR_PATH = "/agents/agent/telephony_campaign_operations/original";
+    private static final HttpHeaderName OPERATION_ID = HttpHeaderName.fromString("Operation-Id");
+    private static final Duration TIMEOUT = Duration.ofSeconds(5);
+    private static final String CAMPAIGN = "{\"name\":\"campaign\",\"connection_name\":\"connection\","
+        + "\"source\":{\"type\":\"phone_number\",\"value\":\"+14255550123\"},"
+        + "\"status\":\"cancelled\",\"operation_id\":\"later-action\"," + "\"created_at\":1,\"updated_at\":1}";
+
+    static Stream<Arguments> campaignCases() {
+        return Stream.of(false, true)
+            .flatMap(async -> Stream.of(false, true)
+                .flatMap(
+                    raw -> Stream.of(HttpMethod.PUT, HttpMethod.POST).map(method -> Arguments.of(async, raw, method))));
+    }
+
+    @ParameterizedTest
+    @MethodSource("campaignCases")
+    void finalGetUsesOriginalOperationId(boolean async, boolean raw, HttpMethod method) {
+        Deque<Function<HttpRequest, HttpResponse>> requests = new ArrayDeque<>();
+        requests.add(request -> monitorResponse(request, "succeeded"));
+        requests.add(request -> {
+            assertEquals(HttpMethod.GET, request.getHttpMethod());
+            assertEquals(CAMPAIGN_PATH, request.getUrl().getPath());
+            assertTrue(request.getUrl().getQuery().contains("operation_id=original%2Boperation"));
+            assertFalse(request.getUrl().getQuery().contains("later-action"));
+            assertNull(request.getHeaders().getValue(HttpHeaderName.IF_MATCH));
+            return jsonResponse(request, 200, CAMPAIGN);
+        });
+
+        Object result = raw
+            ? finish(async, initialResponse(method, 202, true, true), requests, BinaryData.class, BinaryData.class)
+            : finish(async, initialResponse(method, 202, true, true), requests, TelephonyCampaignOperation.class,
+                TelephonyCampaign.class);
+
+        TelephonyCampaign campaign
+            = raw ? ((BinaryData) result).toObject(TelephonyCampaign.class) : (TelephonyCampaign) result;
+        assertEquals("campaign", campaign.getName());
+        assertEquals("later-action", campaign.getOperationId());
+        assertEquals(TelephonyCampaignStatus.CANCELLED, campaign.getStatus());
+        assertTrue(requests.isEmpty());
+    }
+
+    static Stream<Arguments> deletionCases() {
+        return Stream.of(false, true)
+            .flatMap(async -> Stream.of(false, true)
+                .flatMap(raw -> Stream.of(202, 204).map(status -> Arguments.of(async, raw, status))));
+    }
+
+    @ParameterizedTest
+    @MethodSource("deletionCases")
+    void deletionCompletesWithoutFinalGet(boolean async, boolean raw, int status) {
+        Deque<Function<HttpRequest, HttpResponse>> requests = new ArrayDeque<>();
+        if (status == 202) {
+            requests.add(request -> monitorResponse(request, "succeeded"));
+        }
+        Object result = raw
+            ? finish(async, initialResponse(HttpMethod.DELETE, status, status == 202, false), requests,
+                BinaryData.class, Void.class)
+            : finish(async, initialResponse(HttpMethod.DELETE, status, status == 202, false), requests,
+                TelephonyCampaignOperation.class, Void.class);
+        assertNull(result);
+        assertTrue(requests.isEmpty());
+    }
+
+    static Stream<Arguments> terminalErrorCases() {
+        return Stream.of(false, true)
+            .flatMap(async -> Stream.of(HttpMethod.POST, HttpMethod.DELETE)
+                .flatMap(
+                    method -> Stream.of("failed", "cancelled").map(status -> Arguments.of(async, method, status))));
+    }
+
+    @ParameterizedTest
+    @MethodSource("terminalErrorCases")
+    void unsuccessfulOperationsDoNotFetchOrReturnSuccess(boolean async, HttpMethod method, String status) {
+        Deque<Function<HttpRequest, HttpResponse>> requests = new ArrayDeque<>();
+        requests.add(request -> monitorResponse(request, status));
+        AzureException error = assertThrows(AzureException.class, () -> finish(async,
+            initialResponse(method, 202, true, true), requests, BinaryData.class, BinaryData.class));
+        assertTrue(error.getMessage().contains(status));
+        assertTrue(requests.isEmpty());
+    }
+
+    static Stream<Arguments> finalGetErrorCases() {
+        return Stream.of(false, true).flatMap(async -> Stream.of(404, 409).map(status -> Arguments.of(async, status)));
+    }
+
+    @ParameterizedTest
+    @MethodSource("finalGetErrorCases")
+    void guardedGetErrorsArePreserved(boolean async, int status) {
+        Deque<Function<HttpRequest, HttpResponse>> requests = new ArrayDeque<>();
+        requests.add(request -> monitorResponse(request, "succeeded"));
+        requests.add(request -> jsonResponse(request, status,
+            "{\"error\":{\"code\":\"campaign_operation_mismatch\",\"message\":\"Original campaign unavailable\"}}"));
+        HttpResponseException error = assertThrows(HttpResponseException.class, () -> finish(async,
+            initialResponse(HttpMethod.PUT, 201, true, true), requests, BinaryData.class, TelephonyCampaign.class));
+        assertEquals(status, error.getResponse().getStatusCode());
+        assertTrue(requests.isEmpty());
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    void missingOperationIdFailsBeforePolling(boolean async) {
+        IllegalStateException error = assertThrows(IllegalStateException.class,
+            () -> finish(async, initialResponse(HttpMethod.POST, 202, true, false), new ArrayDeque<>(),
+                BinaryData.class, BinaryData.class));
+        assertTrue(error.getMessage().contains("Operation-Id"));
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    void missingMonitorFailsBeforePolling(boolean async) {
+        IllegalStateException error = assertThrows(IllegalStateException.class,
+            () -> finish(async, initialResponse(HttpMethod.POST, 202, false, true), new ArrayDeque<>(),
+                BinaryData.class, BinaryData.class));
+        assertTrue(error.getMessage().contains("Operation-Location"));
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    void bodylessFinalGetIsAnError(boolean async) {
+        Deque<Function<HttpRequest, HttpResponse>> requests = new ArrayDeque<>();
+        requests.add(request -> monitorResponse(request, "succeeded"));
+        requests.add(request -> jsonResponse(request, 200, null));
+        IllegalStateException error = assertThrows(IllegalStateException.class, () -> finish(async,
+            initialResponse(HttpMethod.PUT, 201, true, true), requests, BinaryData.class, TelephonyCampaign.class));
+        assertTrue(error.getMessage().contains("response body"));
+        assertTrue(requests.isEmpty());
+    }
+
+    private static Response<BinaryData> initialResponse(HttpMethod method, int status, boolean monitor,
+        boolean operationId) {
+        HttpHeaders headers = new HttpHeaders();
+        if (monitor) {
+            headers.set(PollingUtils.OPERATION_LOCATION_HEADER, ENDPOINT + MONITOR_PATH);
+        }
+        if (operationId) {
+            headers.set(OPERATION_ID, "original+operation");
+        }
+        String path = CAMPAIGN_PATH + (method == HttpMethod.POST ? ":cancel" : "");
+        BinaryData body = method == HttpMethod.DELETE
+            ? null
+            : BinaryData
+                .fromString(method == HttpMethod.PUT ? CAMPAIGN : "{\"id\":\"original\",\"status\":\"queued\"}");
+        HttpRequest request = new HttpRequest(method, ENDPOINT + path);
+        request.getHeaders().set(HttpHeaderName.IF_MATCH, "original-control-token");
+        return new SimpleResponse<>(request, status, headers, body);
+    }
+
+    private static HttpResponse monitorResponse(HttpRequest request, String status) {
+        assertEquals(HttpMethod.GET, request.getHttpMethod());
+        assertEquals(MONITOR_PATH, request.getUrl().getPath());
+        return jsonResponse(request, 200, "{\"id\":\"original\",\"status\":\"" + status + "\",\"created_at\":1}");
+    }
+
+    private static HttpResponse jsonResponse(HttpRequest request, int status, String body) {
+        return new MockHttpResponse(request, status,
+            new HttpHeaders().set(HttpHeaderName.CONTENT_TYPE, "application/json"),
+            body == null ? new byte[0] : BinaryData.fromString(body).toBytes());
+    }
+
+    private static <T, U> U finish(boolean async, Response<BinaryData> initial,
+        Deque<Function<HttpRequest, HttpResponse>> requests, Class<T> monitorType, Class<U> resultType) {
+        HttpClient transport = new HttpClient() {
+            @Override
+            public Mono<HttpResponse> send(HttpRequest request) {
+                assertTrue(async, "Sync polling must use synchronous HTTP.");
+                return Mono.fromSupplier(() -> respond(request));
+            }
+
+            @Override
+            public HttpResponse sendSync(HttpRequest request, Context context) {
+                assertFalse(async, "Async polling must use asynchronous HTTP.");
+                return respond(request);
+            }
+
+            private HttpResponse respond(HttpRequest request) {
+                assertFalse(requests.isEmpty(), "Unexpected request: " + request.getUrl());
+                return requests.removeFirst().apply(request);
+            }
+        };
+        HttpPipeline pipeline = new HttpPipelineBuilder().httpClient(transport).build();
+        Context context = new Context("campaign-test", "preserved");
+        PollingStrategyOptions options = new PollingStrategyOptions(pipeline).setEndpoint(ENDPOINT)
+            .setServiceVersion(AgentsServiceVersion.getLatest().getVersion())
+            .setContext(context);
+        BetaVoiceAgentsTelephoniesImpl client
+            = new AgentsClientImpl(pipeline, ENDPOINT, AgentsServiceVersion.getLatest())
+                .getBetaVoiceAgentsTelephonies();
+        if (async) {
+            return PollerFlux.create(Duration.ofMillis(1), () -> Mono.just(initial),
+                new CampaignOperationLocationPollingStrategy<T, U>(options, requestOptions -> {
+                    assertEquals(context, requestOptions.getContext());
+                    return client.getCampaignWithResponseAsync("agent", "campaign", requestOptions);
+                }), TypeReference.createInstance(monitorType), TypeReference.createInstance(resultType))
+                .last()
+                .flatMap(response -> response.getFinalResult())
+                .block(TIMEOUT);
+        }
+        return SyncPoller.createPoller(Duration.ofMillis(1), () -> initial,
+            new SyncCampaignOperationLocationPollingStrategy<T, U>(options, requestOptions -> {
+                assertEquals(context, requestOptions.getContext());
+                return client.getCampaignWithResponse("agent", "campaign", requestOptions);
+            }), TypeReference.createInstance(monitorType), TypeReference.createInstance(resultType))
+            .getFinalResult(TIMEOUT);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionCompletedEventSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionCompletedEventSerializationTests.java
index b2c6b44a0f551..73e725713237f 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionCompletedEventSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeConversationItemInputAudioTranscriptionCompletedEventSerializationTests.java
@@ -3,10 +3,12 @@
 
 package com.azure.ai.agents.models;
 
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.core.util.BinaryData;
+import com.openai.models.realtime.ConversationItemInputAudioTranscriptionCompletedEvent.Usage;
 import org.junit.jupiter.api.Test;
 
 import java.io.IOException;
-import java.time.Duration;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNull;
@@ -16,9 +18,9 @@ public class RealtimeConversationItemInputAudioTranscriptionCompletedEventSerial
 
     @Test
     public void tokenUsageRoundTrips() throws IOException {
-        TranscriptTextUsageTokens usage = UnionTypeSerializationTestUtils.deserialize(
-            "{\"type\":\"tokens\",\"input_tokens\":2,\"output_tokens\":3,\"total_tokens\":5}",
-            TranscriptTextUsageTokens::fromJson);
+        Usage usage = OpenAIJsonHelper.fromBinaryData(
+            BinaryData.fromString("{\"type\":\"tokens\",\"input_tokens\":2,\"output_tokens\":3,\"total_tokens\":5}"),
+            Usage.class);
         RealtimeConversationItemInputAudioTranscriptionCompletedEvent event
             = new RealtimeConversationItemInputAudioTranscriptionCompletedEvent("event", "item", 0, "hello", usage);
 
@@ -26,15 +28,17 @@ public void tokenUsageRoundTrips() throws IOException {
         RealtimeConversationItemInputAudioTranscriptionCompletedEvent result = UnionTypeSerializationTestUtils
             .deserialize(json, RealtimeConversationItemInputAudioTranscriptionCompletedEvent::fromJson);
 
-        assertTrue(json.contains("\"usage\":{\"input_tokens\":2"));
-        assertEquals(5L, result.getUsageAsTranscriptTextUsageTokens().getTotalTokens());
-        assertNull(result.getUsageAsTranscriptTextUsageDuration());
+        assertTrue(json.contains("\"input_tokens\":2"));
+        assertTrue(result.getUsage().isTranscriptTextUsageTokens());
+        assertEquals(5L, result.getUsage().asTranscriptTextUsageTokens().totalTokens());
+        assertEquals(usage, result.getUsage());
+        assertEquals(json, UnionTypeSerializationTestUtils.serialize(result));
     }
 
     @Test
     public void durationUsageRoundTrips() throws IOException {
-        TranscriptTextUsageDuration usage = UnionTypeSerializationTestUtils
-            .deserialize("{\"type\":\"duration\",\"seconds\":7}", TranscriptTextUsageDuration::fromJson);
+        Usage usage = OpenAIJsonHelper.fromBinaryData(BinaryData.fromString("{\"type\":\"duration\",\"seconds\":7.5}"),
+            Usage.class);
         RealtimeConversationItemInputAudioTranscriptionCompletedEvent event
             = new RealtimeConversationItemInputAudioTranscriptionCompletedEvent("event", "item", 0, "hello", usage);
 
@@ -42,9 +46,11 @@ public void durationUsageRoundTrips() throws IOException {
         RealtimeConversationItemInputAudioTranscriptionCompletedEvent result = UnionTypeSerializationTestUtils
             .deserialize(json, RealtimeConversationItemInputAudioTranscriptionCompletedEvent::fromJson);
 
-        assertTrue(json.contains("\"usage\":{\"seconds\":7"));
-        assertEquals(Duration.ofSeconds(7), result.getUsageAsTranscriptTextUsageDuration().getDuration());
-        assertNull(result.getUsageAsTranscriptTextUsageTokens());
+        assertTrue(json.contains("\"seconds\":7.5"));
+        assertTrue(result.getUsage().isTranscriptTextUsageDuration());
+        assertEquals(7.5, result.getUsage().asTranscriptTextUsageDuration().seconds());
+        assertEquals(usage, result.getUsage());
+        assertEquals(json, UnionTypeSerializationTestUtils.serialize(result));
     }
 
     @Test
@@ -55,7 +61,19 @@ public void absentUsageReturnsNull() throws IOException {
                     + "\"item_id\":\"item\",\"content_index\":0,\"transcript\":\"hello\"}",
                 RealtimeConversationItemInputAudioTranscriptionCompletedEvent::fromJson);
 
-        assertNull(event.getUsageAsTranscriptTextUsageTokens());
-        assertNull(event.getUsageAsTranscriptTextUsageDuration());
+        assertNull(event.getUsage());
+        assertTrue(UnionTypeSerializationTestUtils.serialize(event).contains("\"usage\":null"));
+    }
+
+    @Test
+    public void usageSurvivesServerEventDispatch() throws IOException {
+        RealtimeServerEvent event = UnionTypeSerializationTestUtils
+            .deserialize("{\"type\":\"conversation.item.input_audio_transcription.completed\",\"event_id\":\"event\","
+                + "\"item_id\":\"item\",\"content_index\":0,\"transcript\":\"hello\","
+                + "\"usage\":{\"type\":\"duration\",\"seconds\":7.5}}", RealtimeServerEvent::fromJson);
+
+        RealtimeConversationItemInputAudioTranscriptionCompletedEvent completed
+            = (RealtimeConversationItemInputAudioTranscriptionCompletedEvent) event;
+        assertEquals(7.5, completed.getUsage().asTranscriptTextUsageDuration().seconds());
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeOpenAIDedupSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeOpenAIDedupSerializationTests.java
index d328f824011f4..ec744a5da641f 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeOpenAIDedupSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeOpenAIDedupSerializationTests.java
@@ -8,12 +8,10 @@
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonWriter;
 import com.openai.models.realtime.LogProbProperties;
-import com.openai.models.realtime.NoiseReductionType;
 import com.openai.models.realtime.RealtimeReasoning;
 import com.openai.models.realtime.RealtimeReasoningEffort;
 import com.openai.models.realtime.RealtimeResponseStatus;
 import com.openai.models.realtime.RealtimeResponseUsage;
-import com.openai.models.responses.ResponsePrompt;
 import java.io.ByteArrayOutputStream;
 import java.io.IOException;
 import java.nio.charset.StandardCharsets;
@@ -38,45 +36,27 @@ public class RealtimeOpenAIDedupSerializationTests {
             + "\"usage\":" + USAGE_JSON + "}";
 
     @Test
-    public void testRealtimeReasoningAndPromptRoundTrip() throws IOException {
-        RealtimeReasoningEffort[] efforts = {
-            RealtimeReasoningEffort.MINIMAL,
-            RealtimeReasoningEffort.LOW,
-            RealtimeReasoningEffort.MEDIUM,
-            RealtimeReasoningEffort.HIGH,
-            RealtimeReasoningEffort.XHIGH };
-
-        for (RealtimeReasoningEffort effort : efforts) {
-            RealtimeReasoning reasoning = RealtimeReasoning.builder().effort(effort).build();
-            ResponsePrompt prompt = ResponsePrompt.builder().id("pmpt_123").version("2").build();
-            RealtimeSessionConfiguration original = new RealtimeSessionConfiguration().setInstructions("Be concise")
-                .setReasoning(reasoning)
-                .setPrompt(prompt);
-
-            String json = serialize(original);
-            assertTrue(json.contains("\"effort\":\"" + effort.asString() + "\""));
-            assertTrue(json.contains("\"prompt\":{\"id\":\"pmpt_123\""));
-
-            RealtimeSessionConfiguration result;
+    public void testConversationItemObjectTypeRoundTripsPolymorphically() throws IOException {
+        String[] variants = {
+            "\"type\":\"message\",\"role\":\"system\",\"content\":[]",
+            "\"type\":\"message\",\"role\":\"user\",\"content\":[]",
+            "\"type\":\"message\",\"role\":\"assistant\",\"content\":[]",
+            "\"type\":\"function_call\",\"call_id\":\"call\",\"name\":\"fn\",\"arguments\":\"{}\"",
+            "\"type\":\"function_call_output\",\"call_id\":\"call\",\"output\":\"done\"" };
+
+        for (String variant : variants) {
+            RealtimeConversationItem item;
+            try (JsonReader reader = JsonProviders.createReader("{" + variant + ",\"object\":\"realtime.item\"}")) {
+                item = RealtimeConversationItem.fromJson(reader);
+            }
+            String json = serialize(item);
+            assertTrue(json.contains("\"object\":\"realtime.item\""));
             try (JsonReader reader = JsonProviders.createReader(json)) {
-                result = RealtimeSessionConfiguration.fromJson(reader);
+                assertEquals(json, serialize(RealtimeConversationItem.fromJson(reader)));
             }
-
-            assertEquals(effort, result.getReasoning().effort().get());
-            assertEquals("pmpt_123", result.getPrompt().id());
-            assertEquals("2", result.getPrompt().version().get());
-            assertEquals(json, serialize(result));
         }
     }
 
-    @Test
-    public void testAbsentRealtimeReasoningAndPromptRemainAbsent() throws IOException {
-        String json = serialize(new RealtimeSessionConfiguration().setInstructions("No reasoning"));
-
-        assertFalse(json.contains("\"reasoning\""));
-        assertFalse(json.contains("\"prompt\""));
-    }
-
     @Test
     public void testRealtimeReasoningAcrossVoiceSessionModels() throws IOException {
         String input = "{\"reasoning\":{\"effort\":\"high\"}}";
@@ -99,37 +79,6 @@ public void testRealtimeReasoningAcrossVoiceSessionModels() throws IOException {
         assertReasoningRoundTrip(responseConfig.getReasoning(), serialize(responseConfig));
     }
 
-    @Test
-    public void testNoiseReductionEnumRoundTrip() throws IOException {
-        NoiseReductionType[] types = { NoiseReductionType.NEAR_FIELD, NoiseReductionType.FAR_FIELD };
-
-        for (NoiseReductionType type : types) {
-            com.openai.models.realtime.RealtimeAudioConfigInput.NoiseReduction realtimeNoiseReduction
-                = com.openai.models.realtime.RealtimeAudioConfigInput.NoiseReduction.builder().type(type).build();
-            com.openai.models.realtime.RealtimeTranscriptionSessionAudioInput.NoiseReduction transcriptionNoiseReduction
-                = com.openai.models.realtime.RealtimeTranscriptionSessionAudioInput.NoiseReduction.builder()
-                    .type(type)
-                    .build();
-            RealtimeSessionAudioInput realtime
-                = new RealtimeSessionAudioInput().setNoiseReduction(realtimeNoiseReduction);
-            RealtimeTranscriptionSessionAudioInput transcription
-                = new RealtimeTranscriptionSessionAudioInput().setNoiseReduction(transcriptionNoiseReduction);
-
-            String realtimeJson = serialize(realtime);
-            String transcriptionJson = serialize(transcription);
-            assertEquals("{\"noise_reduction\":{\"type\":\"" + type.asString() + "\"}}", realtimeJson);
-            assertEquals(realtimeJson, transcriptionJson);
-
-            try (JsonReader reader = JsonProviders.createReader(realtimeJson)) {
-                assertEquals(type, RealtimeSessionAudioInput.fromJson(reader).getNoiseReduction().type().get());
-            }
-            try (JsonReader reader = JsonProviders.createReader(transcriptionJson)) {
-                assertEquals(type,
-                    RealtimeTranscriptionSessionAudioInput.fromJson(reader).getNoiseReduction().type().get());
-            }
-        }
-    }
-
     @Test
     public void testLogProbsRoundTripThroughPolymorphicServerEvent() throws IOException {
         String input = "{\"type\":\"conversation.item.input_audio_transcription.delta\","
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionAudioOutputSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionAudioOutputSerializationTests.java
deleted file mode 100644
index 1f6a881c9cffb..0000000000000
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionAudioOutputSerializationTests.java
+++ /dev/null
@@ -1,54 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-
-package com.azure.ai.agents.models;
-
-import org.junit.jupiter.api.Test;
-
-import java.io.IOException;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNull;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-public class RealtimeSessionAudioOutputSerializationTests {
-
-    @Test
-    public void builtInVoiceRoundTrips() throws IOException {
-        RealtimeSessionAudioOutput output = new RealtimeSessionAudioOutput().setVoice(VoiceIds.ALLOY);
-        assertEquals(VoiceIds.ALLOY, output.getVoiceAsVoiceIds());
-
-        String json = UnionTypeSerializationTestUtils.serialize(output);
-        RealtimeSessionAudioOutput result
-            = UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionAudioOutput::fromJson);
-
-        assertTrue(json.contains("\"voice\":\"alloy\""));
-        assertEquals(VoiceIds.ALLOY, result.getVoiceAsVoiceIds());
-        assertNull(result.getVoiceAsRealtimeSessionCreateRequestGAAudioOutputVoice());
-    }
-
-    @Test
-    public void customVoiceRoundTrips() throws IOException {
-        RealtimeSessionAudioOutput output
-            = new RealtimeSessionAudioOutput().setVoice(new RealtimeSessionCreateRequestGAAudioOutputVoice("voice-id"));
-
-        String json = UnionTypeSerializationTestUtils.serialize(output);
-        RealtimeSessionAudioOutput result
-            = UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionAudioOutput::fromJson);
-
-        assertTrue(json.contains("\"voice\":{\"id\":\"voice-id\"}"));
-        assertEquals("voice-id", result.getVoiceAsRealtimeSessionCreateRequestGAAudioOutputVoice().getId());
-        assertNull(result.getVoiceAsVoiceIds());
-    }
-
-    @Test
-    public void absentAndNullVoiceReturnNull() throws IOException {
-        RealtimeSessionAudioOutput output
-            = UnionTypeSerializationTestUtils.deserialize("{}", RealtimeSessionAudioOutput::fromJson);
-        assertNull(output.getVoiceAsVoiceIds());
-        assertNull(output.getVoiceAsRealtimeSessionCreateRequestGAAudioOutputVoice());
-
-        output.setVoice(VoiceIds.ALLOY).setVoice((VoiceIds) null);
-        assertNull(output.getVoiceAsVoiceIds());
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionConfigurationSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionConfigurationSerializationTests.java
deleted file mode 100644
index 4b0218a6fde5f..0000000000000
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionConfigurationSerializationTests.java
+++ /dev/null
@@ -1,146 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-
-package com.azure.ai.agents.models;
-
-import com.azure.core.util.BinaryData;
-import com.openai.models.realtime.RealtimeFunctionTool;
-import com.openai.models.realtime.RealtimeToolsConfigUnion;
-import com.openai.models.realtime.RealtimeTruncationRetentionRatio;
-import org.junit.jupiter.api.Test;
-
-import java.io.IOException;
-import java.time.Duration;
-import java.util.Arrays;
-import java.util.Collections;
-import java.util.List;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNotNull;
-import static org.junit.jupiter.api.Assertions.assertNull;
-import static org.junit.jupiter.api.Assertions.assertTrue;
-
-public class RealtimeSessionConfigurationSerializationTests {
-
-    @Test
-    public void tracingVariantsRoundTrip() throws IOException {
-        RealtimeSessionConfiguration stringResult = roundTrip(new RealtimeSessionConfiguration().setTracing("auto"));
-        assertEquals("auto", stringResult.getTracingAsString());
-        assertNull(stringResult.getTracingAsRealtimeSessionTracingConfiguration());
-
-        RealtimeSessionTracingConfiguration tracing
-            = new RealtimeSessionTracingConfiguration().setWorkflowName("workflow")
-                .setMetadata(Collections.singletonMap("key", BinaryData.fromObject("value")));
-        RealtimeSessionConfiguration modelResult = roundTrip(new RealtimeSessionConfiguration().setTracing(tracing));
-        assertEquals("workflow", modelResult.getTracingAsRealtimeSessionTracingConfiguration().getWorkflowName());
-        assertEquals("value",
-            modelResult.getTracingAsRealtimeSessionTracingConfiguration()
-                .getMetadata()
-                .get("key")
-                .toObject(String.class));
-        assertNull(modelResult.getTracingAsString());
-    }
-
-    @Test
-    public void toolsVariantsRoundTrip() throws IOException {
-        RealtimeFunctionTool function
-            = RealtimeFunctionTool.builder().name("lookup").type(RealtimeFunctionTool.Type.FUNCTION).build();
-        RealtimeToolsConfigUnion.Mcp mcp
-            = RealtimeToolsConfigUnion.Mcp.builder().serverLabel("server").serverUrl("https://example.com/mcp").build();
-
-        RealtimeSessionConfiguration result = roundTrip(new RealtimeSessionConfiguration().setToolsAsOpenAITools(
-            Arrays.asList(RealtimeToolsConfigUnion.ofFunction(function), RealtimeToolsConfigUnion.ofMcp(mcp))));
-
-        List<RealtimeToolsConfigUnion> tools = result.getToolsAsOpenAITools();
-        assertEquals(2, tools.size());
-        assertTrue(tools.get(0).isFunction());
-        assertEquals("lookup", tools.get(0).asFunction().name().orElse(null));
-        assertTrue(tools.get(1).isMcp());
-        assertEquals("server", tools.get(1).asMcp().serverLabel());
-    }
-
-    @Test
-    public void deserializesToolsVariants() throws IOException {
-        RealtimeSessionConfiguration result = UnionTypeSerializationTestUtils.deserialize(
-            "{\"type\":\"realtime\",\"tools\":[{\"type\":\"function\",\"name\":\"lookup\"},"
-                + "{\"type\":\"mcp\",\"server_label\":\"server\",\"server_url\":\"https://example.com/mcp\"}]}",
-            RealtimeSessionConfiguration::fromJson);
-
-        List<RealtimeToolsConfigUnion> tools = result.getToolsAsOpenAITools();
-        assertEquals(2, tools.size());
-        assertTrue(tools.get(0).isFunction());
-        assertTrue(tools.get(1).isMcp());
-    }
-
-    @Test
-    public void serverVadDurationsRoundTripAsMilliseconds() throws IOException {
-        RealtimeServerVadTurnDetection original
-            = new RealtimeServerVadTurnDetection().setSilenceDuration(Duration.ofMillis(500))
-                .setIdleTimeout(Duration.ofMillis(1500));
-
-        String json = UnionTypeSerializationTestUtils.serialize(original);
-        assertTrue(json.contains("\"silence_duration_ms\":500"));
-        assertTrue(json.contains("\"idle_timeout_ms\":1500"));
-
-        RealtimeServerVadTurnDetection result
-            = UnionTypeSerializationTestUtils.deserialize(json, RealtimeServerVadTurnDetection::fromJson);
-        assertEquals(Duration.ofMillis(500), result.getSilenceDuration());
-        assertEquals(Duration.ofMillis(1500), result.getIdleTimeout());
-    }
-
-    @Test
-    public void truncationVariantsRoundTrip() throws IOException {
-        RealtimeSessionConfiguration stringResult
-            = roundTrip(new RealtimeSessionConfiguration().setTruncation("disabled"));
-        assertEquals("disabled", stringResult.getTruncationAsString());
-        assertNull(stringResult.getTruncationAsRealtimeTruncationRetentionRatio());
-
-        RealtimeTruncationRetentionRatio truncation
-            = RealtimeTruncationRetentionRatio.builder().retentionRatio(0.8).build();
-        RealtimeSessionConfiguration modelResult
-            = roundTrip(new RealtimeSessionConfiguration().setTruncation(truncation));
-        assertEquals(0.8, modelResult.getTruncationAsRealtimeTruncationRetentionRatio().retentionRatio());
-        assertNull(modelResult.getTruncationAsString());
-    }
-
-    @Test
-    public void deserializesEveryUnionProperty() throws IOException {
-        String json = "{\"type\":\"realtime\",\"tracing\":{\"workflow_name\":\"workflow\"},"
-            + "\"max_output_tokens\":123," + "\"truncation\":{\"type\":\"retention_ratio\",\"retention_ratio\":0.5}}";
-
-        RealtimeSessionConfiguration result
-            = UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionConfiguration::fromJson);
-
-        assertEquals("workflow", result.getTracingAsRealtimeSessionTracingConfiguration().getWorkflowName());
-        assertEquals(123, result.getMaxOutputTokens().asInteger());
-        assertEquals(0.5, result.getTruncationAsRealtimeTruncationRetentionRatio().retentionRatio());
-    }
-
-    @Test
-    public void absentAndNullValuesReturnNull() throws IOException {
-        RealtimeSessionConfiguration result = UnionTypeSerializationTestUtils.deserialize("{\"type\":\"realtime\"}",
-            RealtimeSessionConfiguration::fromJson);
-        assertNull(result.getTracingAsString());
-        assertNull(result.getTracingAsRealtimeSessionTracingConfiguration());
-        assertNull(result.getToolsAsOpenAITools());
-        assertNull(result.getMaxOutputTokens());
-        assertNull(result.getTruncationAsString());
-        assertNull(result.getTruncationAsRealtimeTruncationRetentionRatio());
-
-        String serialized
-            = UnionTypeSerializationTestUtils.serialize(new RealtimeSessionConfiguration().setTracing((String) null)
-                .setToolsAsOpenAITools(null)
-                .setMaxOutputTokens(null)
-                .setTruncation((String) null));
-        assertNotNull(serialized);
-        assertTrue(!serialized.contains("\"tracing\"")
-            && !serialized.contains("\"tools\"")
-            && !serialized.contains("\"max_output_tokens\"")
-            && !serialized.contains("\"truncation\""));
-    }
-
-    private RealtimeSessionConfiguration roundTrip(RealtimeSessionConfiguration value) throws IOException {
-        String json = UnionTypeSerializationTestUtils.serialize(value);
-        return UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionConfiguration::fromJson);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionCreatedEventSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionCreatedEventSerializationTests.java
index 8be551c94f262..e21004764c71f 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionCreatedEventSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionCreatedEventSerializationTests.java
@@ -25,7 +25,7 @@ public void sessionRoundTrips() throws IOException {
             = UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionCreatedEvent::fromJson);
 
         assertTrue(json.contains("\"session\":{\"type\":\"realtime\""));
-        assertEquals("session", result.getSessionAsVoiceAgentSessionResponseConfiguration().getId());
+        assertEquals("session", result.getSession().getId());
     }
 
     @Test
@@ -33,6 +33,6 @@ public void absentSessionReturnsNull() throws IOException {
         RealtimeSessionCreatedEvent event = UnionTypeSerializationTestUtils.deserialize(
             "{\"type\":\"session.created\",\"event_id\":\"event\"}", RealtimeSessionCreatedEvent::fromJson);
 
-        assertNull(event.getSessionAsVoiceAgentSessionResponseConfiguration());
+        assertNull(event.getSession());
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionUpdateEventSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionUpdateEventSerializationTests.java
index b85cdd05de238..cc6ee5e351961 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionUpdateEventSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionUpdateEventSerializationTests.java
@@ -3,10 +3,15 @@
 
 package com.azure.ai.agents.models;
 
+import com.openai.models.realtime.RealtimeSessionCreateRequest;
+import com.openai.models.realtime.RealtimeTranscriptionSessionCreateRequest;
+import com.openai.models.realtime.SessionUpdateEvent.Session;
 import org.junit.jupiter.api.Test;
 
 import java.io.IOException;
 
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
 import static org.junit.jupiter.api.Assertions.assertInstanceOf;
 import static org.junit.jupiter.api.Assertions.assertNull;
 import static org.junit.jupiter.api.Assertions.assertTrue;
@@ -15,27 +20,30 @@ public class RealtimeSessionUpdateEventSerializationTests {
 
     @Test
     public void realtimeSessionRoundTrips() throws IOException {
-        RealtimeSessionUpdateEvent event = new RealtimeSessionUpdateEvent(new RealtimeSessionConfiguration());
+        RealtimeSessionUpdateEvent event = new RealtimeSessionUpdateEvent(Session
+            .ofRealtimeSessionCreateRequest(RealtimeSessionCreateRequest.builder().instructions("Be concise").build()));
 
         String json = UnionTypeSerializationTestUtils.serialize(event);
-        RealtimeSessionUpdateEvent result
-            = UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionUpdateEvent::fromJson);
+        RealtimeSessionUpdateEvent result = assertInstanceOf(RealtimeSessionUpdateEvent.class,
+            UnionTypeSerializationTestUtils.deserialize(json, RealtimeClientEvent::fromJson));
 
-        assertTrue(json.contains("\"session\":{\"type\":\"realtime\""));
-        assertInstanceOf(RealtimeSessionConfiguration.class, result.getSession());
+        assertTrue(result.getSession().isRealtimeSessionCreateRequest());
+        assertEquals("Be concise", result.getSession().asRealtimeSessionCreateRequest().instructions().get());
+        assertEquals(json, UnionTypeSerializationTestUtils.serialize(result));
     }
 
     @Test
     public void transcriptionSessionRoundTrips() throws IOException {
-        RealtimeSessionUpdateEvent event
-            = new RealtimeSessionUpdateEvent(new RealtimeTranscriptionSessionConfiguration());
+        RealtimeSessionUpdateEvent event = new RealtimeSessionUpdateEvent(Session
+            .ofRealtimeTranscriptionSessionCreateRequest(RealtimeTranscriptionSessionCreateRequest.builder().build()));
 
         String json = UnionTypeSerializationTestUtils.serialize(event);
-        RealtimeSessionUpdateEvent result
-            = UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionUpdateEvent::fromJson);
+        RealtimeSessionUpdateEvent result = assertInstanceOf(RealtimeSessionUpdateEvent.class,
+            UnionTypeSerializationTestUtils.deserialize(json, RealtimeClientEvent::fromJson));
 
-        assertTrue(json.contains("\"session\":{\"type\":\"transcription\""));
-        assertInstanceOf(RealtimeTranscriptionSessionConfiguration.class, result.getSession());
+        assertTrue(result.getSession().isRealtimeTranscriptionSessionCreateRequest());
+        assertTrue(json.contains("\"type\":\"transcription\""));
+        assertEquals(json, UnionTypeSerializationTestUtils.serialize(result));
     }
 
     @Test
@@ -44,5 +52,37 @@ public void absentSessionReturnsNull() throws IOException {
             RealtimeSessionUpdateEvent::fromJson);
 
         assertNull(event.getSession());
+        assertFalse(UnionTypeSerializationTestUtils.serialize(event).contains("\"session\""));
+        event = UnionTypeSerializationTestUtils.deserialize("{\"type\":\"session.update\",\"session\":null}",
+            RealtimeSessionUpdateEvent::fromJson);
+        assertNull(event.getSession());
+        assertFalse(UnionTypeSerializationTestUtils.serialize(event).contains("\"session\""));
+    }
+
+    @Test
+    public void nestedConfigurationRetainsExistingNullOmission() throws IOException {
+        String session = "{\"type\":\"realtime\",\"model\":\"future-model\",\"audio\":{\"input\":"
+            + "{\"format\":{\"type\":\"audio/pcm\",\"rate\":24000},\"noise_reduction\":null,"
+            + "\"turn_detection\":{\"type\":\"server_vad\",\"silence_duration_ms\":500}}},"
+            + "\"tracing\":{\"workflow_name\":\"workflow\"},\"max_output_tokens\":\"inf\","
+            + "\"truncation\":{\"type\":\"retention_ratio\",\"retention_ratio\":0.8},"
+            + "\"tools\":[{\"type\":\"function\",\"name\":\"lookup\"}]}";
+        RealtimeSessionUpdateEvent event = UnionTypeSerializationTestUtils.deserialize(
+            "{\"type\":\"session.update\",\"session\":" + session + "}", RealtimeSessionUpdateEvent::fromJson);
+        String json = UnionTypeSerializationTestUtils.serialize(event);
+        assertFalse(json.contains("\"noise_reduction\""));
+        assertEquals(
+            UnionTypeSerializationTestUtils.deserialize(session.replace(",\"noise_reduction\":null", ""),
+                reader -> reader.readUntyped()),
+            UnionTypeSerializationTestUtils.deserialize(json, reader -> reader.readMap(r -> r.readUntyped()))
+                .get("session"));
+    }
+
+    @Test
+    public void unknownSessionVariantIsPreserved() throws IOException {
+        String session = "{\"type\":\"future_session\",\"setting\":true}";
+        RealtimeSessionUpdateEvent event = UnionTypeSerializationTestUtils.deserialize(
+            "{\"type\":\"session.update\",\"session\":" + session + "}", RealtimeSessionUpdateEvent::fromJson);
+        assertTrue(UnionTypeSerializationTestUtils.serialize(event).contains("\"session\":" + session));
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionUpdatedEventSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionUpdatedEventSerializationTests.java
index 8c4c8de576684..4130b14d8a4d7 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionUpdatedEventSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeSessionUpdatedEventSerializationTests.java
@@ -25,7 +25,7 @@ public void sessionRoundTrips() throws IOException {
             = UnionTypeSerializationTestUtils.deserialize(json, RealtimeSessionUpdatedEvent::fromJson);
 
         assertTrue(json.contains("\"session\":{\"type\":\"realtime\""));
-        assertEquals("session", result.getSessionAsVoiceAgentSessionResponseConfiguration().getId());
+        assertEquals("session", result.getSession().getId());
     }
 
     @Test
@@ -33,6 +33,6 @@ public void absentSessionReturnsNull() throws IOException {
         RealtimeSessionUpdatedEvent event = UnionTypeSerializationTestUtils.deserialize(
             "{\"type\":\"session.updated\",\"event_id\":\"event\"}", RealtimeSessionUpdatedEvent::fromJson);
 
-        assertNull(event.getSessionAsVoiceAgentSessionResponseConfiguration());
+        assertNull(event.getSession());
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeStandaloneOpenAIDedupSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeStandaloneOpenAIDedupSerializationTests.java
index 13cf3c1537e9a..2315fa1ef077c 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeStandaloneOpenAIDedupSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/RealtimeStandaloneOpenAIDedupSerializationTests.java
@@ -7,19 +7,20 @@
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
 import com.azure.json.JsonWriter;
+import com.openai.models.realtime.RealtimeAudioFormats;
 import com.openai.models.realtime.AudioTranscription.Delay;
+import com.openai.models.realtime.ConversationItemInputAudioTranscriptionCompletedEvent.Usage;
 import com.openai.models.realtime.RateLimitsUpdatedEvent.RateLimit;
 import com.openai.models.realtime.RealtimeAudioInputTurnDetection.SemanticVad.Eagerness;
 import com.openai.models.realtime.RealtimeResponse;
 import com.openai.models.realtime.RealtimeResponseCreateParams.Conversation;
-import com.openai.models.realtime.RealtimeSessionCreateRequest.Model;
-import com.openai.models.realtime.RealtimeSessionCreateRequest.OutputModality;
-import com.openai.models.realtime.RealtimeTruncationRetentionRatio;
 import com.openai.models.realtime.ResponseContentPartAddedEvent.Part;
 import java.io.ByteArrayOutputStream;
 import java.io.IOException;
 import java.nio.charset.StandardCharsets;
+import java.time.OffsetDateTime;
 import java.util.Arrays;
+import java.util.Collections;
 import org.junit.jupiter.api.Test;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
@@ -31,81 +32,100 @@
 public class RealtimeStandaloneOpenAIDedupSerializationTests {
 
     @Test
-    public void testPcmRateRoundTripPolymorphically() throws IOException {
-        com.openai.models.realtime.RealtimeAudioFormats.AudioPcm.Rate rate
-            = com.openai.models.realtime.RealtimeAudioFormats.AudioPcm.Rate._24000;
-        RealtimePcmAudioFormat original = new RealtimePcmAudioFormat().setRate(rate);
-        RealtimePcmAudioFormat result = assertInstanceOf(RealtimePcmAudioFormat.class,
-            deserialize(serialize(original), RealtimeAudioFormat::fromJson));
-
-        assertEquals(rate, result.getRate());
-        assertEquals(serialize(original), serialize(result));
+    public void testAudioFormatsAcrossFoundryContainers() throws IOException {
+        for (String formatJson : Arrays.asList("{\"type\":\"audio/pcm\",\"rate\":24000}", "{\"type\":\"audio/pcma\"}",
+            "{\"type\":\"audio/pcmu\"}", "{\"type\":\"future_audio\",\"setting\":true}")) {
+            String json = "{\"format\":" + formatJson + "}";
+            VoiceAgentAudioInputConfiguration input = deserialize(json, VoiceAgentAudioInputConfiguration::fromJson);
+            VoiceAgentAudioOutputConfiguration output
+                = deserialize("{\"voice\":\"en-US-AvaNeural\",\"format\":" + formatJson + "}",
+                    VoiceAgentAudioOutputConfiguration::fromJson);
+            VoiceResponseAudioOutput response = deserialize(json, VoiceResponseAudioOutput::fromJson);
+            RealtimeResponseContentPart part = deserialize(json, RealtimeResponseContentPart::fromJson);
+
+            assertJsonFieldEquals(formatJson, input, "format");
+            assertJsonFieldEquals(formatJson, output, "format");
+            assertJsonFieldEquals(formatJson, response, "format");
+            assertJsonFieldEquals(formatJson, part, "format");
+            assertEquals("en-US-AvaNeural", output.getVoice());
+            assertStable(input, VoiceAgentAudioInputConfiguration::fromJson);
+            assertStable(output, VoiceAgentAudioOutputConfiguration::fromJson);
+            assertStable(response, VoiceResponseAudioOutput::fromJson);
+            assertStable(part, RealtimeResponseContentPart::fromJson);
+            assertEquals(input.getFormat(), response.getFormat());
+            assertEquals(input.getFormat(), part.getFormat());
+            assertEquals(input.getFormat(), output.getFormat());
+        }
+
+        RealtimeAudioFormats pcm = RealtimeAudioFormats.ofAudioPcm(RealtimeAudioFormats.AudioPcm.builder()
+            .type(RealtimeAudioFormats.AudioPcm.Type.AUDIO_PCM)
+            .rate(RealtimeAudioFormats.AudioPcm.Rate._24000)
+            .build());
+        assertTrue(serialize(new VoiceAgentAudioInputConfiguration().setFormat(pcm)).contains("\"rate\":24000"));
+        assertTrue(serialize(new VoiceAgentAudioOutputConfiguration().setFormat(pcm)).contains("\"rate\":24000"));
+        VoiceAgentAudioInputConfiguration roundTripped
+            = deserialize(serialize(new VoiceAgentAudioInputConfiguration().setFormat(pcm)),
+                VoiceAgentAudioInputConfiguration::fromJson);
+        assertTrue(roundTripped.getFormat().isAudioPcm());
     }
 
     @Test
-    public void testSessionModelAndOutputModalityValuesRoundTrip() throws IOException {
-        String[] modelValues = {
-            "gpt-realtime",
-            "gpt-realtime-1.5",
-            "gpt-realtime-2",
-            "gpt-realtime-2.1",
-            "gpt-realtime-2.1-mini",
-            "gpt-realtime-2025-08-28",
-            "gpt-4o-realtime-preview",
-            "gpt-4o-realtime-preview-2024-10-01",
-            "gpt-4o-realtime-preview-2024-12-17",
-            "gpt-4o-realtime-preview-2025-06-03",
-            "gpt-4o-mini-realtime-preview",
-            "gpt-4o-mini-realtime-preview-2024-12-17",
-            "gpt-realtime-mini",
-            "gpt-realtime-mini-2025-10-06",
-            "gpt-realtime-mini-2025-12-15",
-            "gpt-audio-1.5",
-            "gpt-audio-mini",
-            "gpt-audio-mini-2025-10-06",
-            "gpt-audio-mini-2025-12-15",
-            "future-realtime-model" };
-
-        for (String modelValue : modelValues) {
-            RealtimeSessionConfiguration original = new RealtimeSessionConfiguration().setModel(Model.of(modelValue))
-                .setOutputModalities(Arrays.asList(OutputModality.TEXT, OutputModality.AUDIO));
-            String json = serialize(original);
-            RealtimeSessionConfiguration result = deserialize(json, RealtimeSessionConfiguration::fromJson);
-
-            assertEquals(modelValue, result.getModel().asString());
-            assertEquals(OutputModality.TEXT, result.getOutputModalities().get(0));
-            assertEquals(OutputModality.AUDIO, result.getOutputModalities().get(1));
-            assertEquals(json, serialize(result));
+    public void testNullAndAbsentAudioFormatsAreOmitted() throws IOException {
+        for (String json : Arrays.asList("{}", "{\"format\":null}")) {
+            VoiceAgentAudioInputConfiguration input = deserialize(json, VoiceAgentAudioInputConfiguration::fromJson);
+            VoiceAgentAudioOutputConfiguration output = deserialize(json, VoiceAgentAudioOutputConfiguration::fromJson);
+            VoiceResponseAudioOutput response = deserialize(json, VoiceResponseAudioOutput::fromJson);
+            RealtimeResponseContentPart part = deserialize(json, RealtimeResponseContentPart::fromJson);
+            assertNull(input.getFormat());
+            assertNull(output.getFormat());
+            assertNull(response.getFormat());
+            assertNull(part.getFormat());
+            assertFalse(serialize(input).contains("\"format\""));
+            assertFalse(serialize(output).contains("\"format\""));
+            assertFalse(serialize(response).contains("\"format\""));
+            assertFalse(serialize(part).contains("\"format\""));
+        }
+    }
+
+    @Test
+    public void testMcpErrorVariantsRoundTripThroughConversationHierarchy() throws IOException {
+        for (String errorJson : Arrays.asList(
+            "{\"type\":\"protocol_error\",\"code\":-32600,\"message\":\"bad request\"}",
+            "{\"type\":\"http_error\",\"code\":503,\"message\":\"unavailable\"}",
+            "{\"type\":\"tool_execution_error\",\"message\":\"failed\"}",
+            "{\"type\":\"future_error\",\"detail\":\"preserved\"}")) {
+            String json = "{\"type\":\"mcp_call\",\"id\":\"item-1\",\"server_label\":\"server\",\"name\":\"lookup\","
+                + "\"arguments\":\"{}\",\"created_at\":123,\"response_id\":\"resp-1\",\"error\":" + errorJson + "}";
+            RealtimeMcpToolCall call
+                = assertInstanceOf(RealtimeMcpToolCall.class, deserialize(json, RealtimeConversationItem::fromJson));
+            if (errorJson.contains("\"protocol_error\"")) {
+                assertTrue(call.getError().isProtocol());
+            } else if (errorJson.contains("\"http_error\"")) {
+                assertTrue(call.getError().isHttp());
+            } else if (errorJson.contains("\"tool_execution_error\"")) {
+                assertTrue(call.getError().isToolExecution());
+            }
+            assertEquals(OffsetDateTime.parse("1970-01-01T00:02:03Z"), call.getCreatedAt());
+            assertEquals("resp-1", call.getResponseId());
+            String serialized = serialize(call);
+            assertJsonFieldEquals(errorJson, call, "error");
+            assertFalse(serialized.contains("\"created_at\""));
+            assertFalse(serialized.contains("\"response_id\""));
+            RealtimeMcpToolCall result = assertInstanceOf(RealtimeMcpToolCall.class,
+                deserialize(serialized, RealtimeConversationItem::fromJson));
+            assertEquals(call.getError(), result.getError());
+            assertEquals(serialized,
+                serialize(new RealtimeMcpToolCall("item-1", "server", "lookup", "{}").setError(call.getError())));
         }
     }
 
     @Test
-    public void testTruncationAndTracingUnionsRoundTrip() throws IOException {
-        RealtimeTruncationRetentionRatio retentionRatio = RealtimeTruncationRetentionRatio.builder()
-            .retentionRatio(0.8)
-            .tokenLimits(RealtimeTruncationRetentionRatio.TokenLimits.builder().postInstructions(1024).build())
-            .build();
-        for (String strategy : Arrays.asList("auto", "disabled")) {
-            RealtimeSessionConfiguration original = new RealtimeSessionConfiguration().setTruncation(strategy);
-            RealtimeSessionConfiguration result
-                = deserialize(serialize(original), RealtimeSessionConfiguration::fromJson);
-            assertEquals(strategy, result.getTruncationAsString());
-            assertStable(original, RealtimeSessionConfiguration::fromJson);
+    public void testNullAndAbsentMcpErrorsAreOmitted() throws IOException {
+        for (String json : Arrays.asList("{}", "{\"error\":null}")) {
+            RealtimeMcpToolCall call = deserialize(json, RealtimeMcpToolCall::fromJson);
+            assertNull(call.getError());
+            assertFalse(serialize(call).contains("\"error\""));
         }
-        RealtimeSessionConfiguration retained = new RealtimeSessionConfiguration().setTruncation(retentionRatio);
-        RealtimeSessionConfiguration retainedResult
-            = deserialize(serialize(retained), RealtimeSessionConfiguration::fromJson);
-        assertEquals(0.8, retainedResult.getTruncationAsRealtimeTruncationRetentionRatio().retentionRatio());
-        assertStable(retained, RealtimeSessionConfiguration::fromJson);
-
-        RealtimeSessionTracingConfiguration tracing
-            = new RealtimeSessionTracingConfiguration().setWorkflowName("voice").setGroupId("group-1");
-        RealtimeSessionConfiguration traced = new RealtimeSessionConfiguration().setTracing(tracing);
-        RealtimeSessionConfiguration tracedResult
-            = deserialize(serialize(traced), RealtimeSessionConfiguration::fromJson);
-        assertEquals("voice", tracedResult.getTracingAsRealtimeSessionTracingConfiguration().getWorkflowName());
-        assertStable(new RealtimeSessionConfiguration().setTracing("auto"), RealtimeSessionConfiguration::fromJson);
-        assertFalse(serialize(new RealtimeSessionConfiguration().setTracing((String) null)).contains("tracing"));
     }
 
     @Test
@@ -288,8 +308,6 @@ public void testContentPartTypesRoundTripPolymorphically() throws IOException {
     public void testDelayConversationAndEagernessValuesRoundTrip() throws IOException {
         Delay[] delays = { Delay.MINIMAL, Delay.LOW, Delay.MEDIUM, Delay.HIGH, Delay.XHIGH };
         for (Delay delay : delays) {
-            AudioTranscription transcription = new AudioTranscription().setDelay(delay);
-            assertEquals(delay, deserialize(serialize(transcription), AudioTranscription::fromJson).getDelay());
             VoiceAgentInputTranscription voiceTranscription
                 = new VoiceAgentInputTranscription(VoiceAgentInputTranscriptionModel.GPT_REALTIME_WHISPER)
                     .setDelay(delay);
@@ -309,9 +327,6 @@ public void testDelayConversationAndEagernessValuesRoundTrip() throws IOExceptio
             Eagerness.MEDIUM,
             Eagerness.HIGH,
             Eagerness.AUTO }) {
-            RealtimeSemanticVadTurnDetection realtime = new RealtimeSemanticVadTurnDetection().setEagerness(eagerness);
-            assertEquals(eagerness,
-                deserialize(serialize(realtime), RealtimeSemanticVadTurnDetection::fromJson).getEagerness());
             VoiceAgentSemanticVadTurnDetection voice = new VoiceAgentSemanticVadTurnDetection().setEagerness(eagerness);
             assertEquals(eagerness,
                 deserialize(serialize(voice), VoiceAgentSemanticVadTurnDetection::fromJson).getEagerness());
@@ -322,16 +337,100 @@ public void testDelayConversationAndEagernessValuesRoundTrip() throws IOExceptio
     public void testTranscriptionTokenDetailsRoundTripPolymorphically() throws IOException {
         String json = "{\"type\":\"tokens\",\"input_tokens\":10,\"output_tokens\":5,\"total_tokens\":15,"
             + "\"input_token_details\":{\"audio_tokens\":7,\"text_tokens\":3}}";
-        TranscriptTextUsageTokens usage
-            = assertInstanceOf(TranscriptTextUsageTokens.class, deserialize(json, TranscriptTextUsage::fromJson));
-        TranscriptTextInputTokenDetails details = usage.getInputTokenDetails();
-        assertEquals(7L, details.getAudioTokens());
-        assertEquals(3L, details.getTextTokens());
-        assertStable(usage, TranscriptTextUsage::fromJson);
+        RealtimeConversationItemInputAudioTranscriptionCompletedEvent event = deserialize("{\"usage\":" + json + "}",
+            RealtimeConversationItemInputAudioTranscriptionCompletedEvent::fromJson);
+        Usage.TranscriptTextUsageTokens usage = event.getUsage().asTranscriptTextUsageTokens();
+        Usage.TranscriptTextUsageTokens.InputTokenDetails details = usage.inputTokenDetails().get();
+        assertEquals(7L, details.audioTokens().get().longValue());
+        assertEquals(3L, details.textTokens().get().longValue());
+        assertStable(event, RealtimeConversationItemInputAudioTranscriptionCompletedEvent::fromJson);
     }
 
     @Test
-    public void testRealtimeResponseEnumsAndAbsentValues() throws IOException {
+    public void testTranscriptionLanguagesRoundTripWithExistingPayloads() throws IOException {
+        String languages = "[{\"code\":\"en\",\"confidence\":0.9},null,{\"code\":\"fr\"}]";
+        String usage = "{\"type\":\"duration\",\"seconds\":1.5}";
+        String logprobs = "[{\"token\":\"hello\",\"logprob\":-0.25,\"bytes\":[104]}]";
+        RealtimeConversationItemInputAudioTranscriptionCompletedEvent event
+            = assertInstanceOf(RealtimeConversationItemInputAudioTranscriptionCompletedEvent.class,
+                deserialize("{\"type\":\"conversation.item.input_audio_transcription.completed\","
+                    + "\"event_id\":\"event-1\",\"item_id\":\"item-1\",\"content_index\":0,\"transcript\":\"hello\","
+                    + "\"languages\":" + languages + ",\"usage\":" + usage + ",\"logprobs\":" + logprobs
+                    + ",\"phrases\":[]}", RealtimeServerEvent::fromJson));
+
+        assertEquals("en", event.getLanguages().get(0).code());
+        assertNull(event.getLanguages().get(1));
+        assertEquals("fr", event.getLanguages().get(2).code());
+        assertJsonFieldEquals(languages, event, "languages");
+        assertJsonFieldEquals(usage, event, "usage");
+        assertJsonFieldEquals(logprobs, event, "logprobs");
+        assertJsonFieldEquals("[]", event, "phrases");
+        assertStable(event, RealtimeServerEvent::fromJson);
+    }
+
+    @Test
+    public void testMcpListedToolsPreserveSchemaAndAnnotations() throws IOException {
+        String toolJson = "{\"name\":\"search\",\"description\":\"Search records\","
+            + "\"input_schema\":{\"type\":\"object\",\"properties\":{\"query\":{\"type\":\"string\"}},"
+            + "\"required\":[\"query\"],\"additionalProperties\":false},"
+            + "\"annotations\":{\"readOnlyHint\":true,\"provider\":{\"limits\":[1,2]}},\"future_setting\":true}";
+        RealtimeMcpListTools item = assertInstanceOf(RealtimeMcpListTools.class,
+            deserialize("{\"type\":\"mcp_list_tools\",\"server_label\":\"server\",\"id\":\"item-1\"," + "\"tools\":["
+                + toolJson + ",null],\"created_at\":123,\"response_id\":\"response-1\"}",
+                RealtimeConversationItem::fromJson));
+
+        com.openai.models.realtime.RealtimeMcpListTools.Tool tool = item.getTools().get(0);
+        assertEquals("search", tool.name());
+        assertEquals("Search records", tool.description().get());
+        assertNull(item.getTools().get(1));
+        assertJsonFieldEquals("[" + toolJson + ",null]", item, "tools");
+        assertEquals(OffsetDateTime.parse("1970-01-01T00:02:03Z"), item.getCreatedAt());
+        assertEquals("response-1", item.getResponseId());
+        assertFalse(serialize(item).contains("\"created_at\""));
+        assertFalse(serialize(item).contains("\"response_id\""));
+        assertStable(item, RealtimeConversationItem::fromJson);
+
+        RealtimeMcpListTools constructed
+            = new RealtimeMcpListTools("server", Arrays.asList(tool.toBuilder().build(), null));
+        assertJsonFieldEquals("[" + toolJson + ",null]", constructed, "tools");
+        assertStable(constructed, RealtimeConversationItem::fromJson);
+    }
+
+    @Test
+    public void testNullAbsentAndEmptyLanguageAndToolLists() throws IOException {
+        for (String json : Arrays.asList("{}", "{\"languages\":null,\"tools\":null}",
+            "{\"languages\":[],\"tools\":[]}")) {
+            RealtimeConversationItemInputAudioTranscriptionCompletedEvent event
+                = deserialize(json, RealtimeConversationItemInputAudioTranscriptionCompletedEvent::fromJson);
+            RealtimeMcpListTools item = deserialize(json, RealtimeMcpListTools::fromJson);
+            if (json.contains("[]")) {
+                assertTrue(event.getLanguages().isEmpty());
+                assertTrue(item.getTools().isEmpty());
+                assertJsonFieldEquals("[]", event, "languages");
+                assertJsonFieldEquals("[]", item, "tools");
+            } else {
+                assertNull(event.getLanguages());
+                assertNull(item.getTools());
+                assertFalse(serialize(event).contains("\"languages\""));
+                assertFalse(serialize(item).contains("\"tools\""));
+            }
+        }
+    }
+
+    @Test
+    public void testMcpListedToolReplacementPreservesAgentToolHierarchy() throws IOException {
+        FunctionTool original = new FunctionTool("lookup", Collections.emptyMap(), false);
+        String json = serialize(original);
+        FunctionTool result = assertInstanceOf(FunctionTool.class, deserialize(json, Tool::fromJson));
+        assertEquals("lookup", result.getName());
+        assertEquals(ToolType.FUNCTION, result.getType());
+        assertFalse(json.contains("\"input_schema\""));
+        assertFalse(json.contains("\"annotations\""));
+        assertEquals(json, serialize(result));
+    }
+
+    @Test
+    public void testRealtimeResponseEnums() throws IOException {
         RealtimeResponse.Status[] statuses = {
             RealtimeResponse.Status.COMPLETED,
             RealtimeResponse.Status.CANCELLED,
@@ -353,15 +452,12 @@ public void testRealtimeResponseEnumsAndAbsentValues() throws IOException {
             }
         }
 
-        String emptyAudio = serialize(new AudioTranscription());
-        assertFalse(emptyAudio.contains("delay"));
-        assertNull(deserialize(emptyAudio, AudioTranscription::fromJson).getDelay());
-        String emptySession = serialize(new RealtimeSessionConfiguration());
-        assertFalse(emptySession.contains("tracing"));
-        assertFalse(emptySession.contains("truncation"));
-        assertNull(deserialize(emptySession, RealtimeSessionConfiguration::fromJson)
-            .getTracingAsRealtimeSessionTracingConfiguration());
-        assertTrue(emptySession.contains("\"type\":\"realtime\""));
+    }
+
+    private static void assertJsonFieldEquals(String expected, JsonSerializable<?> value, String field)
+        throws IOException {
+        assertEquals(deserialize(expected, JsonReader::readUntyped),
+            deserialize(serialize(value), reader -> reader.readMap(JsonReader::readUntyped)).get(field));
     }
 
     private static <T extends JsonSerializable<?>> void assertStable(T value, Deserializer<? extends T> deserializer)
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/StructuredInputSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/StructuredInputSerializationTests.java
new file mode 100644
index 0000000000000..fd99042ab32e5
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/StructuredInputSerializationTests.java
@@ -0,0 +1,140 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.util.BinaryData;
+import com.azure.json.JsonProviders;
+import com.azure.json.JsonReader;
+import com.azure.json.JsonSerializable;
+import com.azure.json.JsonWriter;
+import java.io.ByteArrayOutputStream;
+import java.io.IOException;
+import java.math.BigDecimal;
+import java.math.BigInteger;
+import java.util.Collections;
+import java.util.Map;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.ValueSource;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+public class StructuredInputSerializationTests {
+    private static final String DECIMAL = "0.123456789012345678901234567890";
+    private static final String INTEGER = "9223372036854775808123456789";
+    private static final String NESTED = "{\"items\":[" + DECIMAL + "," + INTEGER + ",1e400,null,\"text\",false]}";
+    private static final String INPUTS
+        = "{\"decimal\":" + DECIMAL + ",\"integer\":" + INTEGER + ",\"exponent\":1e400,\"nested\":" + NESTED
+            + ",\"text\":\"line\\n\\\"quoted\\\"\",\"flag\":true,\"nil\":null}";
+
+    @ParameterizedTest
+    @ValueSource(strings = { "recipient", "create", "job", "response" })
+    public void structuredInputsRetainExactJsonValues(String model) throws IOException {
+        JsonSerializable<?> value;
+        Map<String, BinaryData> inputs;
+        String json = "{\"destination\":{\"type\":\"phone_number\",\"value\":\"+15551234567\"},"
+            + "\"connection_name\":\"connection\",\"structured_inputs\":" + INPUTS + "}";
+        try (JsonReader reader = JsonProviders.createReader(json)) {
+            switch (model) {
+                case "recipient":
+                    TelephonyRecipient recipient = TelephonyRecipient.fromJson(reader);
+                    inputs = recipient.getStructuredInputs();
+                    value = recipient;
+                    break;
+
+                case "create":
+                    TelephonyCallJobCreate create = TelephonyCallJobCreate.fromJson(reader);
+                    inputs = create.getStructuredInputs();
+                    value = create;
+                    break;
+
+                case "job":
+                    TelephonyCallJob job = TelephonyCallJob.fromJson(reader);
+                    inputs = job.getStructuredInputs();
+                    value = job;
+                    break;
+
+                case "response":
+                    AzureCreateResponseOptions response = AzureCreateResponseOptions.fromJson(reader);
+                    inputs = response.getStructuredInputs();
+                    value = response;
+                    break;
+
+                default:
+                    throw new IllegalArgumentException("Unexpected model " + model);
+            }
+        }
+        assertEquals(new BigDecimal(DECIMAL), inputs.get("decimal").toObject(BigDecimal.class));
+        assertEquals(new BigInteger(INTEGER), inputs.get("integer").toObject(BigInteger.class));
+        assertEquals(new BigDecimal("1e400"), inputs.get("exponent").toObject(BigDecimal.class));
+        assertEquals(NESTED, inputs.get("nested").toString());
+        assertEquals("line\n\"quoted\"", inputs.get("text").toObject(String.class));
+        assertEquals(Boolean.TRUE, inputs.get("flag").toObject(Boolean.class));
+        assertTrue(inputs.containsKey("nil"));
+        assertNull(inputs.get("nil"));
+        assertTrue(serialize(value).contains("\"structured_inputs\":" + INPUTS));
+    }
+
+    @ParameterizedTest
+    @ValueSource(strings = { "voice", "prompt" })
+    public void agentDefinitionDefaultsAndSchemasRetainExactNumbers(String kind) throws IOException {
+        String definition = "{\"kind\":\"" + kind + "\",\"structured_inputs\":{\"amount\":{\"default_value\":" + DECIMAL
+            + ",\"schema\":{\"maximum\":" + INTEGER + ",\"examples\":[" + NESTED + "]}}}}";
+        JsonSerializable<?> agent;
+        StructuredInputDefinition input;
+        try (JsonReader reader = JsonProviders.createReader(definition)) {
+            if ("voice".equals(kind)) {
+                VoiceAgentDefinition voice = VoiceAgentDefinition.fromJson(reader);
+                input = voice.getStructuredInputs().get("amount");
+                agent = voice;
+            } else {
+                PromptAgentDefinition prompt = PromptAgentDefinition.fromJson(reader);
+                input = prompt.getStructuredInputs().get("amount");
+                agent = prompt;
+            }
+        }
+        assertEquals(new BigDecimal(DECIMAL), input.getDefaultValue().toObject(BigDecimal.class));
+        assertEquals(new BigInteger(INTEGER), input.getSchema().get("maximum").toObject(BigInteger.class));
+        assertEquals("[" + NESTED + "]", input.getSchema().get("examples").toString());
+        String serialized = serialize(agent);
+        assertTrue(serialized.contains("\"default_value\":" + DECIMAL));
+        assertTrue(serialized.contains("\"maximum\":" + INTEGER));
+        assertTrue(serialized.contains("\"examples\":[" + NESTED + "]"));
+    }
+
+    @Test
+    public void absentNullAndEmptyInputsRemainDistinct() throws IOException {
+        try (JsonReader reader = JsonProviders.createReader("{}")) {
+            assertNull(AzureCreateResponseOptions.fromJson(reader).getStructuredInputs());
+        }
+        try (JsonReader reader = JsonProviders.createReader("{\"structured_inputs\":null}")) {
+            assertNull(AzureCreateResponseOptions.fromJson(reader).getStructuredInputs());
+        }
+        try (JsonReader reader = JsonProviders.createReader("{\"structured_inputs\":{}}")) {
+            AzureCreateResponseOptions options = AzureCreateResponseOptions.fromJson(reader);
+            assertTrue(options.getStructuredInputs().isEmpty());
+            assertTrue(serialize(options).contains("\"structured_inputs\":{}"));
+        }
+    }
+
+    @Test
+    public void callerProvidedStringInputsRemainJsonStrings() throws IOException {
+        AzureCreateResponseOptions options = new AzureCreateResponseOptions()
+            .setStructuredInputs(Collections.singletonMap("text", BinaryData.fromString("hello")));
+        assertTrue(serialize(options).contains("\"structured_inputs\":{\"text\":\"hello\"}"));
+        StructuredInputDefinition definition
+            = new StructuredInputDefinition().setDefaultValue(BinaryData.fromString("hello"));
+        assertTrue(serialize(definition).contains("\"default_value\":\"hello\""));
+    }
+
+    private static String serialize(JsonSerializable<?> value) throws IOException {
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        try (JsonWriter writer = JsonProviders.createWriter(output)) {
+            value.toJson(writer);
+        }
+        return output.toString("UTF-8");
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentDefinitionSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentDefinitionSerializationTests.java
index 75f80acdb4ea9..da797a92724d1 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentDefinitionSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentDefinitionSerializationTests.java
@@ -7,6 +7,7 @@
 import com.azure.json.JsonProviders;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonWriter;
+import com.openai.models.realtime.RealtimeAudioFormats;
 import com.openai.models.realtime.RealtimeAudioFormats.AudioPcm.Rate;
 import org.junit.jupiter.api.Test;
 
@@ -24,7 +25,10 @@ public class VoiceAgentDefinitionSerializationTests {
 
     @Test
     public void fullVoiceDefinitionRoundTrips() throws IOException {
-        RealtimePcmAudioFormat pcm = new RealtimePcmAudioFormat().setRate(Rate._24000);
+        RealtimeAudioFormats pcm = RealtimeAudioFormats.ofAudioPcm(RealtimeAudioFormats.AudioPcm.builder()
+            .type(RealtimeAudioFormats.AudioPcm.Type.AUDIO_PCM)
+            .rate(Rate._24000)
+            .build());
         VoiceAgentAudioInputConfiguration input = new VoiceAgentAudioInputConfiguration().setFormat(pcm)
             .setTurnDetection(new VoiceAgentServerVadTurnDetection().setThreshold(0.5)
                 .setPrefixPaddingMs(300L)
@@ -77,9 +81,7 @@ public void fullVoiceDefinitionRoundTrips() throws IOException {
         assertEquals(VoiceOutputModality.AUDIO, voice.getOutputModalities().get(0));
 
         VoiceAgentAudioInputConfiguration deserializedInput = voice.getAudio().getInput();
-        RealtimePcmAudioFormat deserializedInputFormat
-            = assertInstanceOf(RealtimePcmAudioFormat.class, deserializedInput.getFormat());
-        assertEquals(pcm.getRate(), deserializedInputFormat.getRate());
+        assertEquals(Rate._24000, deserializedInput.getFormat().asAudioPcm().rate().get());
         VoiceAgentServerVadTurnDetection deserializedVad
             = assertInstanceOf(VoiceAgentServerVadTurnDetection.class, deserializedInput.getTurnDetection());
         VoiceAgentServerVadTurnDetection originalVad = (VoiceAgentServerVadTurnDetection) input.getTurnDetection();
@@ -90,9 +92,7 @@ public void fullVoiceDefinitionRoundTrips() throws IOException {
         assertEquals(input.getTranscription().getModel(), deserializedInput.getTranscription().getModel());
 
         VoiceAgentAudioOutputConfiguration deserializedOutput = voice.getAudio().getOutput();
-        RealtimePcmAudioFormat deserializedOutputFormat
-            = assertInstanceOf(RealtimePcmAudioFormat.class, deserializedOutput.getFormat());
-        assertEquals(pcm.getRate(), deserializedOutputFormat.getRate());
+        assertEquals(Rate._24000, deserializedOutput.getFormat().asAudioPcm().rate().get());
         assertEquals(output.getVoice(), deserializedOutput.getVoice());
         assertEquals(output.getVoiceType(), deserializedOutput.getVoiceType());
 
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLiveOpenAITypesSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLiveOpenAITypesSerializationTests.java
new file mode 100644
index 0000000000000..0fdda9ee3abce
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLiveOpenAITypesSerializationTests.java
@@ -0,0 +1,76 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.util.BinaryData;
+import com.openai.models.live.AudioFormat;
+import com.openai.models.live.CustomVoice;
+import com.openai.models.live.SessionConfig;
+import org.junit.jupiter.api.Test;
+
+import java.io.IOException;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertInstanceOf;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+public class VoiceAgentLiveOpenAITypesSerializationTests {
+    @Test
+    public void audioRoundTripsThroughAgentDefinition() throws IOException {
+        CustomVoice voice = CustomVoice.builder().id("voice_123").build();
+        SessionConfig.Audio audio = SessionConfig.Audio.builder()
+            .format(AudioFormat.AudioPcm.builder().rate(AudioFormat.AudioPcm.Rate._24000).build())
+            .output(SessionConfig.Audio.Output.builder().voice(voice).build())
+            .build();
+        VoiceAgentLiveDefinition original = new VoiceAgentLiveDefinition("live-deployment").setAudio(audio);
+
+        String json = UnionTypeSerializationTestUtils.serialize(original);
+        assertTrue(json.contains("\"audio\":{"));
+        assertTrue(json.contains("\"type\":\"audio/pcm\""));
+        assertTrue(json.contains("\"rate\":24000"));
+        assertTrue(json.contains("\"voice\":{\"id\":\"voice_123\"}"));
+        VoiceAgentLiveDefinition result = assertInstanceOf(VoiceAgentLiveDefinition.class,
+            UnionTypeSerializationTestUtils.deserialize(json, AgentDefinition::fromJson));
+        assertEquals(audio, result.getAudio());
+        assertEquals(json, UnionTypeSerializationTestUtils.serialize(result));
+    }
+
+    @Test
+    public void usageRoundTripsAsAnOpenAIModel() throws IOException {
+        String json = "{\"id\":\"conv_live\",\"object\":\"voice.conversation\",\"status\":\"completed\","
+            + "\"created_at\":1700000000,\"completed_at\":1700000013,"
+            + "\"metadata\":{\"source\":\"test\"},\"usage\":{\"seconds\":12.5}}";
+        VoiceAgentLiveConversation value
+            = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentLiveConversation::fromJson);
+        assertEquals(12.5, value.getUsage().seconds());
+
+        String serialized = UnionTypeSerializationTestUtils.serialize(value);
+        assertTrue(serialized.contains("\"usage\":{"));
+        assertEquals(BinaryData.fromString(json).toObject(Object.class),
+            BinaryData.fromString(serialized).toObject(Object.class));
+        VoiceAgentLiveConversation result
+            = UnionTypeSerializationTestUtils.deserialize(serialized, VoiceAgentLiveConversation::fromJson);
+        assertEquals(value.getUsage(), result.getUsage());
+    }
+
+    @Test
+    public void absentAndNullOpenAIPropertiesRemainNull() throws IOException {
+        for (String audio : new String[] { "", ",\"audio\":null" }) {
+            VoiceAgentLiveDefinition value = UnionTypeSerializationTestUtils.deserialize(
+                "{\"kind\":\"voice\",\"sub_protocol\":\"live\",\"model\":\"live-deployment\"" + audio + "}",
+                VoiceAgentLiveDefinition::fromJson);
+            assertNull(value.getAudio());
+            assertFalse(UnionTypeSerializationTestUtils.serialize(value).contains("\"audio\""));
+        }
+        for (String usage : new String[] { "", ",\"usage\":null" }) {
+            VoiceAgentLiveConversation value = UnionTypeSerializationTestUtils.deserialize(
+                "{\"id\":\"conv_live\",\"status\":\"in_progress\",\"created_at\":1700000000" + usage + "}",
+                VoiceAgentLiveConversation::fromJson);
+            assertNull(value.getUsage());
+            assertFalse(UnionTypeSerializationTestUtils.serialize(value).contains("\"usage\""));
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegationSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegationSerializationTests.java
new file mode 100644
index 0000000000000..a2ee6736f13e7
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentLiveResponsesDelegationSerializationTests.java
@@ -0,0 +1,91 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.models;
+
+import com.azure.core.util.BinaryData;
+import com.openai.models.live.FunctionTool;
+import com.openai.models.live.ResponsesDelegationConfig;
+import com.openai.models.live.ResponsesDelegationConfig.ToolChoice.LiveToolChoiceEnum;
+import org.junit.jupiter.api.Test;
+
+import java.io.IOException;
+import java.time.Duration;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertInstanceOf;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+public class VoiceAgentLiveResponsesDelegationSerializationTests {
+    @Test
+    public void openAISettingsRoundTripThroughDelegation() throws IOException {
+        ResponsesDelegationConfig responses = ResponsesDelegationConfig.builder()
+            .model("responses-deployment")
+            .instructions("Find the weather.")
+            .maxOutputTokens(256L)
+            .parallelToolCalls(false)
+            .addTool(FunctionTool.builder().name("get_weather").description("Get the weather.").build())
+            .toolChoice(LiveToolChoiceEnum.AUTO)
+            .build();
+        VoiceAgentLiveResponsesDelegation original
+            = new VoiceAgentLiveResponsesDelegation(responses).setAcknowledgementDelay(Duration.ofMillis(400));
+
+        String json = UnionTypeSerializationTestUtils.serialize(original);
+        assertTrue(json.contains("\"responses\":{"));
+        assertTrue(json.contains("\"tools\":[{\""));
+        assertTrue(json.contains("\"type\":\"function\""));
+        assertTrue(json.contains("\"tool_choice\":\"auto\""));
+        assertTrue(json.contains("\"acknowledgement_delay_ms\":400"));
+        VoiceAgentLiveResponsesDelegation result = assertInstanceOf(VoiceAgentLiveResponsesDelegation.class,
+            UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentLiveDelegation::fromJson));
+        assertEquals(VoiceAgentLiveDelegationType.RESPONSES, result.getType());
+        assertEquals(Duration.ofMillis(400), result.getAcknowledgementDelay());
+        assertEquals(responses, result.getResponses());
+        assertEquals("get_weather", result.getResponses().tools().get().get(0).asFunction().name());
+        assertEquals(LiveToolChoiceEnum.AUTO, result.getResponses().toolChoice().get().asLiveToolChoiceEnum());
+    }
+
+    @Test
+    public void namedToolChoiceAndToolSchemaRetainWireShape() throws IOException {
+        String json = "{\"type\":\"responses\",\"responses\":{\"model\":\"responses-deployment\","
+            + "\"instructions\":\"Use tools.\",\"tools\":[{\"type\":\"function\",\"name\":\"get_weather\","
+            + "\"parameters\":{\"type\":\"object\",\"properties\":{\"city\":{\"type\":\"string\"}}}}],"
+            + "\"tool_choice\":{\"type\":\"function\",\"name\":\"get_weather\"}}}";
+        VoiceAgentLiveResponsesDelegation value
+            = UnionTypeSerializationTestUtils.deserialize(json, VoiceAgentLiveResponsesDelegation::fromJson);
+        assertEquals("get_weather", value.getResponses().toolChoice().get().asLiveFunctionToolChoiceParam().name());
+
+        String serialized = UnionTypeSerializationTestUtils.serialize(value);
+        assertEquals(BinaryData.fromString(json).toObject(Object.class),
+            BinaryData.fromString(serialized).toObject(Object.class));
+    }
+
+    @Test
+    public void absentAndNullResponsesRemainNull() throws IOException {
+        for (String responses : new String[] { "", ",\"responses\":null" }) {
+            VoiceAgentLiveResponsesDelegation value = UnionTypeSerializationTestUtils
+                .deserialize("{\"type\":\"responses\"" + responses + "}", VoiceAgentLiveResponsesDelegation::fromJson);
+            assertNull(value.getResponses());
+            VoiceAgentLiveResponsesDelegation result = UnionTypeSerializationTestUtils.deserialize(
+                UnionTypeSerializationTestUtils.serialize(value), VoiceAgentLiveResponsesDelegation::fromJson);
+            assertNull(result.getResponses());
+        }
+    }
+
+    @Test
+    public void acknowledgementDelayPreservesNullAndZeroInCustomizedSerializer() throws IOException {
+        for (String delay : new String[] {
+            "",
+            ",\"acknowledgement_delay_ms\":null",
+            ",\"acknowledgement_delay_ms\":0" }) {
+            VoiceAgentLiveResponsesDelegation value = UnionTypeSerializationTestUtils
+                .deserialize("{\"type\":\"responses\"" + delay + "}", VoiceAgentLiveResponsesDelegation::fromJson);
+            Duration expected = delay.endsWith(":0") ? Duration.ZERO : null;
+            assertEquals(expected, value.getAcknowledgementDelay());
+            VoiceAgentLiveResponsesDelegation result = UnionTypeSerializationTestUtils.deserialize(
+                UnionTypeSerializationTestUtils.serialize(value), VoiceAgentLiveResponsesDelegation::fromJson);
+            assertEquals(expected, result.getAcknowledgementDelay());
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokensSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokensSerializationTests.java
index 2c0c3c528e5dd..a077c196607f2 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokensSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentMaxOutputTokensSerializationTests.java
@@ -77,12 +77,6 @@ public void inlineVoiceSubagentRoundTrips() throws IOException {
             InlineVoiceSubagent::setMaxResponseOutputTokens);
     }
 
-    @Test
-    public void realtimeSessionConfigurationRoundTrips() throws IOException {
-        assertModelRoundTrips("{\"type\":\"realtime\"}", "max_output_tokens", RealtimeSessionConfiguration::fromJson,
-            RealtimeSessionConfiguration::getMaxOutputTokens, RealtimeSessionConfiguration::setMaxOutputTokens);
-    }
-
     @Test
     public void responseCreateOptionsRoundTrip() throws IOException {
         assertModelRoundTrips("{\"instructions\":\"Say hello\"}", "max_output_tokens",
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentToolChoiceSerializationTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentToolChoiceSerializationTests.java
index 65d3a399016c3..95e395850e3cc 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentToolChoiceSerializationTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/models/VoiceAgentToolChoiceSerializationTests.java
@@ -55,12 +55,6 @@ public void sessionUpdateConfigurationRoundTrips() throws IOException {
             VoiceAgentSessionUpdateConfiguration::getToolChoice, VoiceAgentSessionUpdateConfiguration::setToolChoice);
     }
 
-    @Test
-    public void realtimeSessionConfigurationRoundTrips() throws IOException {
-        assertModelRoundTrips("{\"type\":\"realtime\"}", RealtimeSessionConfiguration::fromJson,
-            RealtimeSessionConfiguration::getToolChoice, RealtimeSessionConfiguration::setToolChoice);
-    }
-
     @Test
     public void sessionResponseConfigurationRoundTrips() throws IOException {
         assertModelRoundTrips("{\"id\":\"s\",\"model\":\"m\"}", VoiceAgentSessionResponseConfiguration::fromJson,
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentCrudAsyncTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentCrudAsyncTests.java
index 335a8cd63a91c..98227f44d955c 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentCrudAsyncTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentCrudAsyncTests.java
@@ -228,7 +228,8 @@ private static void validateAgent(AgentDetails agent, String name, String expect
 
     private static Map<String, Object> createBody(String instructions) {
         return object("definition",
-            object("kind", "voice", "model_type", "managed", "model", MODEL, "instructions", instructions, "audio",
+            object("kind", "voice", "sub_protocol", "realtime", "model_type", "managed", "model", MODEL, "instructions",
+                instructions, "audio",
                 object("output", object("voice", "en-US-AvaNeural", "voice_type", "azure-standard")),
                 "output_modalities", Collections.singletonList("audio")));
     }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentCrudTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentCrudTests.java
index f502e686873b0..159892525389c 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentCrudTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentCrudTests.java
@@ -218,7 +218,8 @@ private static void validateAgent(AgentDetails agent, String name, String expect
 
     private static Map<String, Object> createBody(String instructions) {
         return object("definition",
-            object("kind", "voice", "model_type", "managed", "model", MODEL, "instructions", instructions, "audio",
+            object("kind", "voice", "sub_protocol", "realtime", "model_type", "managed", "model", MODEL, "instructions",
+                instructions, "audio",
                 object("output", object("voice", "en-US-AvaNeural", "voice_type", "azure-standard")),
                 "output_modalities", Collections.singletonList("audio")));
     }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyLiveTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyLiveTests.java
index d47c877a813b1..b8f62e75272f0 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyLiveTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyLiveTests.java
@@ -8,20 +8,18 @@
 import com.azure.ai.agents.BetaVoiceAgentsTelephonyClient;
 import com.azure.ai.agents.ClientTestBase;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
-import com.azure.ai.agents.models.CreateTelephonyCallJobInput;
-import com.azure.ai.agents.models.CreateTwilioTelephonyBindingInput;
-import com.azure.ai.agents.models.PstnTelephonyTransferDestination;
 import com.azure.ai.agents.models.TelephonyBinding;
 import com.azure.ai.agents.models.TelephonyBindingListItem;
 import com.azure.ai.agents.models.TelephonyCallJobSchedule;
 import com.azure.ai.agents.models.TelephonyCallRecord;
 import com.azure.ai.agents.models.TelephonyCallJob;
+import com.azure.ai.agents.models.TelephonyCallJobCreate;
 import com.azure.ai.agents.models.TelephonyCallSummary;
-import com.azure.ai.agents.models.TelephonyOutboundDestination;
-import com.azure.ai.agents.models.TelephonyOutboundDestinationType;
+import com.azure.ai.agents.models.TelephonyPhoneNumber;
 import com.azure.ai.agents.models.TelephonyProvider;
 import com.azure.ai.agents.models.TelephonyTransferTarget;
 import com.azure.ai.agents.models.TelephonyTransferTargets;
+import com.azure.ai.agents.models.TwilioTelephonyBinding;
 import com.azure.ai.agents.models.UpdateTelephonyBindingInput;
 import com.azure.ai.agents.models.VoiceAgentAudioConfiguration;
 import com.azure.ai.agents.models.VoiceAgentAudioOutputConfiguration;
@@ -53,6 +51,7 @@
 import org.junit.jupiter.params.provider.MethodSource;
 
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertInstanceOf;
 import static org.junit.jupiter.api.Assertions.assertNotNull;
 import static org.junit.jupiter.api.Assertions.assertTrue;
 
@@ -92,8 +91,8 @@ protected List<String> getAdditionalTestProxyExcludedHeaders() {
     }
 
     /**
-     * Removes the common {@code $..source} sanitizer so the telephony-specific sanitizer can preserve a valid E.164
-     * placeholder for request matching and response assertions during playback.
+     * Removes the common {@code $..source} sanitizer so the telephony-specific sanitizer can preserve the source
+     * address object and a valid E.164 placeholder for request matching and response assertions during playback.
      */
     @Override
     protected List<String> getAdditionalTestProxySanitizersToRemove() {
@@ -124,7 +123,7 @@ public void bindingLifecycleLive(HttpClient httpClient, AgentsServiceVersion ser
                 new CreateAgentVersionInput(definition(model, "Greet the caller briefly, then say goodbye.")));
             agentCreated = true;
             TelephonyBinding binding = telephony.createTelephonyBinding(agentName,
-                new CreateTwilioTelephonyBindingInput(connection, number).setLabel("Java SDK live test"));
+                new TwilioTelephonyBinding(connection, number).setLabel("Java SDK live test"));
             bindingId = binding.getId();
             TelephonyBindingListItem listedBinding = findBinding(telephony, agentName, binding.getId());
             assertNotNull(listedBinding.getETag());
@@ -188,7 +187,7 @@ public void twilioBindingAndOutboundCallLive(HttpClient httpClient, AgentsServic
             outboundAgentCreated = true;
 
             TelephonyBinding binding = telephony.createTelephonyBinding(inboundAgent,
-                new CreateTwilioTelephonyBindingInput(connection1, number1).setLabel("Java SDK live test"));
+                new TwilioTelephonyBinding(connection1, number1).setLabel("Java SDK live test"));
             inboundBindingId = binding.getId();
             assertNotNull(binding.getId());
             assertEquals(TelephonyProvider.TWILIO, binding.getProvider());
@@ -200,22 +199,21 @@ public void twilioBindingAndOutboundCallLive(HttpClient httpClient, AgentsServic
                 = initialTargetsResponse.getValue().toObject(TelephonyTransferTargets.class);
             assertTrue(initialTargets.getTransferTargets().isEmpty());
             TelephonyTransferTarget transferTarget = new TelephonyTransferTarget("test_number_2",
-                "Java SDK live test target", new PstnTelephonyTransferDestination(number2));
+                "Java SDK live test target", new TelephonyPhoneNumber(number2));
             TelephonyTransferTargets replacedTargets = telephony.replaceTelephonyTransferTargets(inboundAgent,
                 requireEtag(initialTargetsResponse, "telephony transfer targets"),
                 Collections.singletonList(transferTarget));
             assertEquals(1, replacedTargets.getTransferTargets().size());
 
-            CreateTelephonyCallJobInput request = new CreateTelephonyCallJobInput(
-                new TelephonyOutboundDestination(TelephonyOutboundDestinationType.PHONE_NUMBER, number1), connection2,
-                number2).setPurpose("Java SDK live telephony validation");
+            TelephonyCallJobCreate request = new TelephonyCallJobCreate(new TelephonyPhoneNumber(number1), connection2,
+                new TelephonyPhoneNumber(number2)).setPurpose("Java SDK live telephony validation");
             TelephonyCallJob job
                 = telephony.createTelephonyCallJob(outboundAgent, testResourceNamer.randomUuid(), request);
             callJobId = job.getId();
             assertNotNull(callJobId);
             assertEquals(outboundAgent, job.getAgentName());
             assertEquals(connection2, job.getConnectionName());
-            assertEquals(number2, job.getSource());
+            assertEquals(number2, assertInstanceOf(TelephonyPhoneNumber.class, job.getSource()).getValue());
 
             TelephonyCallSummary inboundCall = waitForInboundCall(telephony, inboundAgent);
             inboundCallId = inboundCall.getId();
@@ -234,9 +232,8 @@ public void twilioBindingAndOutboundCallLive(HttpClient httpClient, AgentsServic
             waitForDispatchedCallJob(telephony, outboundAgent, callJobId);
 
             OffsetDateTime notBefore = testResourceNamer.now().plusMinutes(10);
-            CreateTelephonyCallJobInput scheduledRequest = new CreateTelephonyCallJobInput(
-                new TelephonyOutboundDestination(TelephonyOutboundDestinationType.PHONE_NUMBER, number1), connection2,
-                number2).setPurpose("Java SDK live cancellation validation")
+            TelephonyCallJobCreate scheduledRequest = new TelephonyCallJobCreate(new TelephonyPhoneNumber(number1),
+                connection2, new TelephonyPhoneNumber(number2)).setPurpose("Java SDK live cancellation validation")
                     .setSchedule(
                         new TelephonyCallJobSchedule().setNotBefore(notBefore).setExpiresAt(notBefore.plusMinutes(10)));
             TelephonyCallJob scheduledJob
@@ -338,7 +335,6 @@ private void addPhoneSanitizers(String value, String sanitizedValue) {
         interceptorManager.addSanitizers(Arrays.asList(
             new TestProxySanitizer("$..phone_number", null, sanitizedValue, TestProxySanitizerType.BODY_KEY),
             new TestProxySanitizer("$..identifier", null, sanitizedValue, TestProxySanitizerType.BODY_KEY),
-            new TestProxySanitizer("$..source", null, sanitizedValue, TestProxySanitizerType.BODY_KEY),
             new TestProxySanitizer("$..caller_number", null, sanitizedValue, TestProxySanitizerType.BODY_KEY),
             new TestProxySanitizer("$..provider_number", null, sanitizedValue, TestProxySanitizerType.BODY_KEY),
             new TestProxySanitizer("$..value", null, sanitizedValue, TestProxySanitizerType.BODY_KEY),
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyTests.java
index 1505651aa71d7..6b70d057af7a4 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentTelephonyTests.java
@@ -6,18 +6,19 @@
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.BetaVoiceAgentsTelephonyAsyncClient;
 import com.azure.ai.agents.BetaVoiceAgentsTelephonyClient;
-import com.azure.ai.agents.models.CreateTelephonyCallJobInput;
-import com.azure.ai.agents.models.CreateTwilioTelephonyBindingInput;
+import com.azure.ai.agents.models.TelephonyAddressType;
 import com.azure.ai.agents.models.TelephonyBinding;
 import com.azure.ai.agents.models.TelephonyBindingListItem;
-import com.azure.ai.agents.models.TelephonyBindingStatus;
 import com.azure.ai.agents.models.TelephonyCallRecord;
 import com.azure.ai.agents.models.TelephonyCallJob;
+import com.azure.ai.agents.models.TelephonyCallJobCreate;
 import com.azure.ai.agents.models.TelephonyCallJobStatus;
 import com.azure.ai.agents.models.TelephonyCallSummary;
-import com.azure.ai.agents.models.TelephonyOutboundDestination;
-import com.azure.ai.agents.models.TelephonyOutboundDestinationType;
+import com.azure.ai.agents.models.TelephonyFixedIntervalRetryPolicy;
+import com.azure.ai.agents.models.TelephonyPhoneNumber;
+import com.azure.ai.agents.models.TelephonyProvider;
 import com.azure.ai.agents.models.TelephonyTransferTargets;
+import com.azure.ai.agents.models.TwilioTelephonyBinding;
 import com.azure.ai.agents.models.UpdateTelephonyBindingInput;
 import com.azure.core.exception.HttpResponseException;
 import com.azure.core.exception.ResourceNotFoundException;
@@ -58,6 +59,7 @@ public class VoiceAgentTelephonyTests {
     private static final String AGENT = "voice-telephony-test";
     private static final String MISSING = "nonexistent-id";
     private static final String ROOT = "/agents/" + AGENT + "/telephony";
+    private static final String CALL_JOBS = "/agents/" + AGENT + "/telephony_call_jobs";
     private static final String CONNECTION_1 = "twilio-sdk-testing-1";
     private static final String CONNECTION_2 = "twilio-sdk-testing-2";
     private static final String NUMBER_1 = "+13853864628";
@@ -68,7 +70,7 @@ public class VoiceAgentTelephonyTests {
     private static final String EMPTY_TARGETS = "{\"transfer_targets\":[]}";
     private static final String TARGETS = "{\"transfer_targets\":[{\"name\":\"sales_desk\","
         + "\"description\":\"Transfers to the sales desk for pricing questions.\","
-        + "\"destination\":{\"kind\":\"pstn\",\"value\":\"+14255550123\"}}]}";
+        + "\"destination\":{\"type\":\"phone_number\",\"value\":\"+14255550123\"}}]}";
 
     @ParameterizedTest
     @ValueSource(booleans = { false, true })
@@ -76,45 +78,49 @@ public void createsTwilioBindingAndOutboundCallJob(boolean async) {
         String bindingRequest = "{\"connection_name\":\"" + CONNECTION_1 + "\",\"label\":\"Java SDK test\","
             + "\"phone_number\":\"" + NUMBER_1 + "\",\"provider\":\"twilio\"}";
         String bindingResponse = "{\"provider\":\"twilio\",\"id\":\"binding-1\",\"label\":\"Java SDK test\","
-            + "\"status\":\"active\",\"incoming_call_url\":\"https://example.test/incoming\","
-            + "\"connection_name\":\"" + CONNECTION_1 + "\",\"phone_number\":\"" + NUMBER_1 + "\"}";
+            + "\"incoming_call_url\":\"https://example.test/incoming\"," + "\"connection_name\":\"" + CONNECTION_1
+            + "\",\"phone_number\":\"" + NUMBER_1 + "\"}";
         String jobRequest = "{\"destination\":{\"type\":\"phone_number\",\"value\":\"" + NUMBER_1 + "\"},"
-            + "\"connection_name\":\"" + CONNECTION_2 + "\",\"source\":\"" + NUMBER_2 + "\","
-            + "\"purpose\":\"Java SDK telephony validation\"}";
+            + "\"connection_name\":\"" + CONNECTION_2 + "\"," + "\"source\":{\"type\":\"phone_number\",\"value\":\""
+            + NUMBER_2 + "\"}," + "\"purpose\":\"Java SDK telephony validation\"}";
         String jobResponse = "{\"destination\":{\"type\":\"phone_number\",\"value\":\"" + NUMBER_1 + "\"},"
-            + "\"connection_name\":\"" + CONNECTION_2 + "\",\"source\":\"" + NUMBER_2 + "\","
-            + "\"purpose\":\"Java SDK telephony validation\",\"id\":\"job-1\","
+            + "\"connection_name\":\"" + CONNECTION_2 + "\"," + "\"source\":{\"type\":\"phone_number\",\"value\":\""
+            + NUMBER_2 + "\"}," + "\"purpose\":\"Java SDK telephony validation\",\"id\":\"job-1\","
             + "\"object\":\"telephony.call_job\",\"agent_name\":\"" + AGENT + "\",\"status\":\"accepted\","
-            + "\"retry_policy\":{\"max_attempts\":1},\"attempt_count\":0,\"revision\":1,"
-            + "\"created_at\":1,\"updated_at\":1}";
+            + "\"retry_policy\":{\"type\":\"fixed_interval\",\"max_attempts\":1,\"interval\":0},"
+            + "\"attempt_count\":0,\"revision\":1," + "\"created_at\":1,\"updated_at\":1}";
         String cancelledJobResponse = jobResponse.replace("\"status\":\"accepted\"", "\"status\":\"cancelled\"")
             .replace("\"revision\":1", "\"revision\":2");
         ScriptedTransport transport = new ScriptedTransport(async);
         transport.expect(HttpMethod.POST, ROOT + "/bindings", bindingRequest, 201, bindingResponse);
-        transport.expect(HttpMethod.POST, ROOT + "/call_jobs", jobRequest,
-            header(IDEMPOTENCY_KEY, "offline-idempotency-key"), 202, jobResponse, new HttpHeaders());
-        transport.expect(HttpMethod.GET, ROOT + "/call_jobs/job-1", null, 200, jobResponse);
-        transport.expect(HttpMethod.POST, ROOT + "/call_jobs/job-1:cancel", null, header(HttpHeaderName.IF_MATCH, "1"),
-            200, cancelledJobResponse, new HttpHeaders());
+        transport.expect(HttpMethod.POST, CALL_JOBS, jobRequest, header(IDEMPOTENCY_KEY, "offline-idempotency-key"),
+            202, jobResponse, new HttpHeaders());
+        transport.expect(HttpMethod.GET, CALL_JOBS + "/job-1", null, 200, jobResponse);
+        transport.expect(HttpMethod.POST, CALL_JOBS + "/job-1:cancel", null, header(HttpHeaderName.IF_MATCH, "1"), 200,
+            cancelledJobResponse, new HttpHeaders());
         AgentsClientBuilder builder = builder(transport);
         BetaVoiceAgentsTelephonyClient syncClient = builder.beta().buildBetaVoiceAgentsTelephonyClient();
         BetaVoiceAgentsTelephonyAsyncClient asyncClient = builder.beta().buildBetaVoiceAgentsTelephonyAsyncClient();
 
-        CreateTwilioTelephonyBindingInput bindingRequestModel
-            = new CreateTwilioTelephonyBindingInput(CONNECTION_1, NUMBER_1).setLabel("Java SDK test");
+        TwilioTelephonyBinding bindingRequestModel
+            = new TwilioTelephonyBinding(CONNECTION_1, NUMBER_1).setLabel("Java SDK test");
         TelephonyBinding binding = call(async, () -> syncClient.createTelephonyBinding(AGENT, bindingRequestModel),
             () -> asyncClient.createTelephonyBinding(AGENT, bindingRequestModel));
         assertEquals("binding-1", binding.getId());
-        assertEquals(TelephonyBindingStatus.ACTIVE, binding.getStatus());
+        assertEquals(TelephonyProvider.TWILIO, binding.getProvider());
+        assertEquals(NUMBER_1, assertInstanceOf(TwilioTelephonyBinding.class, binding).getPhoneNumber());
 
-        CreateTelephonyCallJobInput jobRequestModel = new CreateTelephonyCallJobInput(
-            new TelephonyOutboundDestination(TelephonyOutboundDestinationType.PHONE_NUMBER, NUMBER_1), CONNECTION_2,
-            NUMBER_2).setPurpose("Java SDK telephony validation");
+        TelephonyCallJobCreate jobRequestModel = new TelephonyCallJobCreate(new TelephonyPhoneNumber(NUMBER_1),
+            CONNECTION_2, new TelephonyPhoneNumber(NUMBER_2)).setPurpose("Java SDK telephony validation");
         TelephonyCallJob job
             = call(async, () -> syncClient.createTelephonyCallJob(AGENT, "offline-idempotency-key", jobRequestModel),
                 () -> asyncClient.createTelephonyCallJob(AGENT, "offline-idempotency-key", jobRequestModel));
         assertEquals("job-1", job.getId());
         assertEquals(TelephonyCallJobStatus.ACCEPTED, job.getStatus());
+        assertEquals(NUMBER_1, assertInstanceOf(TelephonyPhoneNumber.class, job.getDestination()).getValue());
+        assertEquals(NUMBER_2, assertInstanceOf(TelephonyPhoneNumber.class, job.getSource()).getValue());
+        assertEquals(Duration.ZERO,
+            assertInstanceOf(TelephonyFixedIntervalRetryPolicy.class, job.getRetryPolicy()).getInterval());
         assertEquals(1L, job.getRevision());
         assertEquals("job-1", call(async, () -> syncClient.getTelephonyCallJob(AGENT, "job-1"),
             () -> asyncClient.getTelephonyCallJob(AGENT, "job-1")).getId());
@@ -130,8 +136,8 @@ public void createsTwilioBindingAndOutboundCallJob(boolean async) {
     public void bindingTransferTargetAndCallLifecycle(boolean async) {
         String bindingPath = ROOT + "/bindings/binding-1";
         String binding = "{\"provider\":\"twilio\",\"id\":\"binding-1\",\"label\":\"Java SDK test\","
-            + "\"status\":\"active\",\"incoming_call_url\":\"https://example.test/incoming\","
-            + "\"connection_name\":\"" + CONNECTION_1 + "\",\"phone_number\":\"" + NUMBER_1 + "\"}";
+            + "\"incoming_call_url\":\"https://example.test/incoming\"," + "\"connection_name\":\"" + CONNECTION_1
+            + "\",\"phone_number\":\"" + NUMBER_1 + "\"}";
         String listedBinding = binding.substring(0, binding.length() - 1) + ",\"etag\":\"binding-etag\"}";
         String updatedBinding = binding.replace("Java SDK test", "Updated Java SDK test");
         String callPath = ROOT + "/calls/call-1";
@@ -141,7 +147,7 @@ public void bindingTransferTargetAndCallLifecycle(boolean async) {
         transport.expect(HttpMethod.GET, bindingPath, null, 200, binding);
         transport.expect(HttpMethod.GET, ROOT + "/bindings", null, 200,
             "{\"data\":[" + listedBinding + "],\"has_more\":false}");
-        transport.expect(HttpMethod.PATCH, bindingPath, "{\"status\":\"active\",\"label\":\"Updated Java SDK test\"}",
+        transport.expect(HttpMethod.PATCH, bindingPath, "{\"label\":\"Updated Java SDK test\"}",
             header(HttpHeaderName.IF_MATCH, "*"), 200, updatedBinding, new HttpHeaders());
         transport.expect(HttpMethod.GET, ROOT + "/transfer_targets", null, Collections.emptyMap(), 200, EMPTY_TARGETS,
             new HttpHeaders().set(HttpHeaderName.ETAG, "targets-etag"));
@@ -166,8 +172,7 @@ public void bindingTransferTargetAndCallLifecycle(boolean async) {
             : syncClient.listTelephonyBindings(AGENT).iterator().next();
         assertNotNull(listed);
         assertEquals("binding-etag", listed.getETag());
-        UpdateTelephonyBindingInput update = new UpdateTelephonyBindingInput().setStatus(TelephonyBindingStatus.ACTIVE)
-            .setLabel("Updated Java SDK test");
+        UpdateTelephonyBindingInput update = new UpdateTelephonyBindingInput().setLabel("Updated Java SDK test");
         assertEquals("Updated Java SDK test",
             call(async, () -> syncClient.updateTelephonyBinding(AGENT, "binding-1", "*", update),
                 () -> asyncClient.updateTelephonyBinding(AGENT, "binding-1", "*", update)).getLabel());
@@ -213,7 +218,7 @@ public void bindingsAndTransferTargets(boolean async) {
             header(HttpHeaderName.IF_MATCH, "targets-etag-2"), 200, EMPTY_TARGETS,
             new HttpHeaders().set(HttpHeaderName.ETAG, "targets-etag-3"));
         transport.notFound(HttpMethod.GET, ROOT + "/bindings/" + MISSING, null);
-        transport.notFound(HttpMethod.PATCH, ROOT + "/bindings/" + MISSING, "{\"status\":\"suspended\"}");
+        transport.notFound(HttpMethod.PATCH, ROOT + "/bindings/" + MISSING, "{\"label\":\"Updated Java SDK test\"}");
         transport.notFound(HttpMethod.DELETE, ROOT + "/bindings/" + MISSING, null);
         AgentsClientBuilder builder = builder(transport);
         BetaVoiceAgentsTelephonyClient syncClient = builder.beta().buildBetaVoiceAgentsTelephonyClient();
@@ -238,8 +243,7 @@ public void bindingsAndTransferTargets(boolean async) {
                 .isEmpty());
         assertNotFound(() -> call(async, () -> syncClient.getTelephonyBinding(AGENT, MISSING),
             () -> asyncClient.getTelephonyBinding(AGENT, MISSING)), true);
-        UpdateTelephonyBindingInput update
-            = new UpdateTelephonyBindingInput().setStatus(TelephonyBindingStatus.SUSPENDED);
+        UpdateTelephonyBindingInput update = new UpdateTelephonyBindingInput().setLabel("Updated Java SDK test");
         assertNotFound(() -> call(async, () -> syncClient.updateTelephonyBinding(AGENT, MISSING, null, update),
             () -> asyncClient.updateTelephonyBinding(AGENT, MISSING, null, update)), true);
         assertNotFound(() -> call(async, () -> {
@@ -306,8 +310,8 @@ public void generatedAudioNotFound(boolean async) {
     @ValueSource(booleans = { false, true })
     public void callJobNotFound(boolean async) {
         ScriptedTransport transport = new ScriptedTransport(async);
-        transport.notFound(HttpMethod.GET, ROOT + "/call_jobs/" + MISSING, null);
-        transport.notFound(HttpMethod.POST, ROOT + "/call_jobs/" + MISSING + ":cancel", null);
+        transport.notFound(HttpMethod.GET, CALL_JOBS + "/" + MISSING, null);
+        transport.notFound(HttpMethod.POST, CALL_JOBS + "/" + MISSING + ":cancel", null);
         AgentsClientBuilder builder = builder(transport);
         BetaVoiceAgentsTelephonyClient syncClient = builder.beta().buildBetaVoiceAgentsTelephonyClient();
         BetaVoiceAgentsTelephonyAsyncClient asyncClient = builder.beta().buildBetaVoiceAgentsTelephonyAsyncClient();
@@ -322,7 +326,10 @@ private static void assertTargets(TelephonyTransferTargets targets) {
         assertNotNull(targets);
         assertEquals(1, targets.getTransferTargets().size());
         assertEquals("sales_desk", targets.getTransferTargets().get(0).getName());
-        assertEquals("pstn", targets.getTransferTargets().get(0).getDestination().getKind().toString());
+        assertEquals(TelephonyAddressType.PHONE_NUMBER, targets.getTransferTargets().get(0).getDestination().getType());
+        assertEquals("+14255550123",
+            assertInstanceOf(TelephonyPhoneNumber.class, targets.getTransferTargets().get(0).getDestination())
+                .getValue());
     }
 
     private static Map<HttpHeaderName, String> header(HttpHeaderName name, String value) {
diff --git a/sdk/ai/azure-ai-agents/tsp-location.yaml b/sdk/ai/azure-ai-agents/tsp-location.yaml
index 3aa9f90ffed55..37843c74e8f31 100644
--- a/sdk/ai/azure-ai-agents/tsp-location.yaml
+++ b/sdk/ai/azure-ai-agents/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-agents
-commit: b6de8d8fd9fc3ec783424838003b9437dd5eefbb
+commit: 0f7c44f0ae45c37986c658e24b17d5e158dfce4d
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
   - specification/ai-foundry/data-plane/Foundry/src/agents
diff --git a/sdk/ai/azure-ai-projects/CHANGELOG.md b/sdk/ai/azure-ai-projects/CHANGELOG.md
index 83867ceb25c77..dd1452e4801ff 100644
--- a/sdk/ai/azure-ai-projects/CHANGELOG.md
+++ b/sdk/ai/azure-ai-projects/CHANGELOG.md
@@ -8,6 +8,8 @@
 
 ### Bugs Fixed
 
+- Fixed long-running job polling to recognize the service's `cancelled` status as terminal.
+
 ### Other Changes
 
 - Regenerated the client with `@azure-tools/openai-typespec` version `1.33.0`.
diff --git a/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java b/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java
index f3a5b8c2e66d2..9ad4bd2ae4813 100644
--- a/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java
+++ b/sdk/ai/azure-ai-projects/customizations/src/main/java/ProjectsCustomizations.java
@@ -3,6 +3,7 @@
 import com.azure.autorest.customization.LibraryCustomization;
 import com.github.javaparser.StaticJavaParser;
 import com.github.javaparser.ast.Modifier;
+import com.github.javaparser.ast.body.ClassOrInterfaceDeclaration;
 import com.github.javaparser.ast.body.FieldDeclaration;
 import com.github.javaparser.ast.body.MethodDeclaration;
 import com.github.javaparser.ast.body.TypeDeclaration;
@@ -28,12 +29,41 @@ public class ProjectsCustomizations extends Customization {
 
     @Override
     public void customize(LibraryCustomization libraryCustomization, Logger logger) {
+        modifyPollingStrategies(libraryCustomization);
         stopPagingWhenHasMoreIsFalse(libraryCustomization, logger);
         protectPolymorphicBaseConstructors(libraryCustomization);
         annotateBetaClients(libraryCustomization, logger);
         annotateBetaFields(libraryCustomization, loadBetaAnnotations(logger), logger);
     }
 
+    private void modifyPollingStrategies(LibraryCustomization customization) {
+        customization.getClass("com.azure.ai.projects.implementation", "OperationLocationPollingStrategy")
+            .customizeAst(ast -> {
+                ClassOrInterfaceDeclaration clazz = ast.getClassByName("OperationLocationPollingStrategy")
+                    .orElseThrow(
+                        () -> new IllegalStateException("OperationLocationPollingStrategy was not generated."));
+                clazz.getMethodsByName("poll").forEach(MethodDeclaration::remove);
+                clazz.addMember(StaticJavaParser.parseMethodDeclaration("/** {@inheritDoc} */\n"
+                    + "@Override public Mono<PollResponse<T>> poll(PollingContext<T> pollingContext, "
+                    + "TypeReference<T> pollResponseType) {\n"
+                    + "    return super.poll(pollingContext, pollResponseType)"
+                    + ".map(ProjectsServicePollUtils::remapStatus);\n" + "}"));
+            });
+
+        customization.getClass("com.azure.ai.projects.implementation", "SyncOperationLocationPollingStrategy")
+            .customizeAst(ast -> {
+                ClassOrInterfaceDeclaration clazz = ast.getClassByName("SyncOperationLocationPollingStrategy")
+                    .orElseThrow(
+                        () -> new IllegalStateException("SyncOperationLocationPollingStrategy was not generated."));
+                clazz.getMethodsByName("poll").forEach(MethodDeclaration::remove);
+                clazz.addMember(StaticJavaParser.parseMethodDeclaration("/** {@inheritDoc} */\n"
+                    + "@Override public PollResponse<T> poll(PollingContext<T> pollingContext, "
+                    + "TypeReference<T> pollResponseType) {\n"
+                    + "    return ProjectsServicePollUtils.remapStatus(super.poll(pollingContext, pollResponseType));\n"
+                    + "}"));
+            });
+    }
+
     private void stopPagingWhenHasMoreIsFalse(LibraryCustomization customization, Logger logger) {
         int[] customizedMethods = new int[1];
         customization.getPackage("com.azure.ai.projects.implementation").listClasses().forEach(classCustomization ->
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/OperationLocationPollingStrategy.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/OperationLocationPollingStrategy.java
index c2b496b562bc2..61e65bfc9ac43 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/OperationLocationPollingStrategy.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/OperationLocationPollingStrategy.java
@@ -135,4 +135,12 @@ public Mono<U> getResult(PollingContext<T> pollingContext, TypeReference<U> resu
             return super.getResult(pollingContext, resultType);
         }
     }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public Mono<PollResponse<T>> poll(PollingContext<T> pollingContext, TypeReference<T> pollResponseType) {
+        return super.poll(pollingContext, pollResponseType).map(ProjectsServicePollUtils::remapStatus);
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/ProjectsServicePollUtils.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/ProjectsServicePollUtils.java
new file mode 100644
index 0000000000000..500f00e9e922a
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/ProjectsServicePollUtils.java
@@ -0,0 +1,21 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects.implementation;
+
+import com.azure.ai.projects.models.JobStatus;
+import com.azure.core.util.polling.LongRunningOperationStatus;
+import com.azure.core.util.polling.PollResponse;
+
+final class ProjectsServicePollUtils {
+    private ProjectsServicePollUtils() {
+    }
+
+    static <T> PollResponse<T> remapStatus(PollResponse<T> response) {
+        if (JobStatus.CANCELLED.toString().equalsIgnoreCase(response.getStatus().toString())) {
+            return new PollResponse<>(LongRunningOperationStatus.USER_CANCELLED, response.getValue(),
+                response.getRetryAfter());
+        }
+        return response;
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/SyncOperationLocationPollingStrategy.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/SyncOperationLocationPollingStrategy.java
index 229eeac0141a6..248bf06e5703f 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/SyncOperationLocationPollingStrategy.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/implementation/SyncOperationLocationPollingStrategy.java
@@ -127,4 +127,12 @@ public U getResult(PollingContext<T> pollingContext, TypeReference<U> resultType
             return super.getResult(pollingContext, resultType);
         }
     }
+
+    /**
+     * {@inheritDoc}
+     */
+    @Override
+    public PollResponse<T> poll(PollingContext<T> pollingContext, TypeReference<T> pollResponseType) {
+        return ProjectsServicePollUtils.remapStatus(super.poll(pollingContext, pollResponseType));
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetReference.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetReference.java
index 51e2f10e15b85..d9ed0ef6a7732 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetReference.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/DatasetReference.java
@@ -12,7 +12,7 @@
 import java.io.IOException;
 
 /**
- * Reference to a versioned Foundry Dataset.
+ * Reference to a Dataset whose concrete version has already been resolved.
  */
 @Immutable
 public final class DatasetReference implements JsonSerializable<DatasetReference> {
@@ -24,7 +24,7 @@ public final class DatasetReference implements JsonSerializable<DatasetReference
     private final String name;
 
     /*
-     * Dataset version.
+     * Concrete Dataset version.
      */
     @Generated
     private final String version;
@@ -52,7 +52,7 @@ public String getName() {
     }
 
     /**
-     * Get the version property: Dataset version.
+     * Get the version property: Concrete Dataset version.
      *
      * @return the version value.
      */
diff --git a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationArtifacts.java b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationArtifacts.java
index 67ffdbaf0f669..a16ef0217e1ca 100644
--- a/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationArtifacts.java
+++ b/sdk/ai/azure-ai-projects/src/main/java/com/azure/ai/projects/models/EvaluatorGenerationArtifacts.java
@@ -37,18 +37,6 @@ public final class EvaluatorGenerationArtifacts implements JsonSerializable<Eval
     @Generated
     private final List<String> kinds;
 
-    /**
-     * Creates an instance of EvaluatorGenerationArtifacts class.
-     *
-     * @param dataset the dataset value to set.
-     * @param kinds the kinds value to set.
-     */
-    @Generated
-    private EvaluatorGenerationArtifacts(DatasetReference dataset, List<String> kinds) {
-        this.dataset = dataset;
-        this.kinds = kinds;
-    }
-
     /**
      * Get the dataset property: Reference to the single Foundry Dataset (one combined JSONL file, version-aligned to
      * `EvaluatorVersion.version`) holding all artifacts produced by the generation pipeline. Each row in the JSONL
@@ -114,4 +102,16 @@ public static EvaluatorGenerationArtifacts fromJson(JsonReader jsonReader) throw
             return new EvaluatorGenerationArtifacts(dataset, kinds);
         });
     }
+
+    /**
+     * Creates an instance of EvaluatorGenerationArtifacts class.
+     *
+     * @param dataset the dataset value to set.
+     * @param kinds the kinds value to set.
+     */
+    @Generated
+    private EvaluatorGenerationArtifacts(DatasetReference dataset, List<String> kinds) {
+        this.dataset = dataset;
+        this.kinds = kinds;
+    }
 }
diff --git a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
index 6d7e596e2c780..cb6d4d020b58e 100644
--- a/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
+++ b/sdk/ai/azure-ai-projects/src/main/resources/META-INF/azure-ai-projects_metadata.json
@@ -1 +1 @@
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\ No newline at end of file
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\ No newline at end of file
diff --git a/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/implementation/OperationLocationPollingStrategyTest.java b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/implementation/OperationLocationPollingStrategyTest.java
new file mode 100644
index 0000000000000..8f0a0431e198d
--- /dev/null
+++ b/sdk/ai/azure-ai-projects/src/test/java/com/azure/ai/projects/implementation/OperationLocationPollingStrategyTest.java
@@ -0,0 +1,99 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.projects.implementation;
+
+import com.azure.core.http.HttpClient;
+import com.azure.core.http.HttpHeaderName;
+import com.azure.core.http.HttpHeaders;
+import com.azure.core.http.HttpMethod;
+import com.azure.core.http.HttpPipeline;
+import com.azure.core.http.HttpPipelineBuilder;
+import com.azure.core.http.HttpRequest;
+import com.azure.core.http.rest.Response;
+import com.azure.core.http.rest.SimpleResponse;
+import com.azure.core.test.http.MockHttpResponse;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.polling.LongRunningOperationStatus;
+import com.azure.core.util.polling.PollResponse;
+import com.azure.core.util.polling.PollerFlux;
+import com.azure.core.util.polling.PollingStrategyOptions;
+import com.azure.core.util.polling.SyncPoller;
+import com.azure.core.util.serializer.TypeReference;
+import java.nio.charset.StandardCharsets;
+import java.time.Duration;
+import java.util.stream.Stream;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.Arguments;
+import org.junit.jupiter.params.provider.MethodSource;
+import reactor.core.publisher.Mono;
+import reactor.test.StepVerifier;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+class OperationLocationPollingStrategyTest {
+    private static final String ENDPOINT = "https://example.test";
+    private static final Duration RETRY_AFTER = Duration.ofSeconds(5);
+
+    static Stream<Arguments> pollingStatusCases() {
+        return Stream.of(false, true)
+            .flatMap(async -> Stream.of(Arguments.of(async, "cancelled", LongRunningOperationStatus.USER_CANCELLED),
+                Arguments.of(async, "CANCELLED", LongRunningOperationStatus.USER_CANCELLED),
+                Arguments.of(async, "succeeded", LongRunningOperationStatus.SUCCESSFULLY_COMPLETED),
+                Arguments.of(async, "failed", LongRunningOperationStatus.FAILED),
+                Arguments.of(async, "queued", LongRunningOperationStatus.fromString("queued", false))));
+    }
+
+    @ParameterizedTest
+    @MethodSource("pollingStatusCases")
+    void pollingNormalizesCancellationAndPreservesResponse(boolean async, String status,
+        LongRunningOperationStatus expected) {
+        String body = "{\"id\":\"job\",\"status\":\"" + status + "\"}";
+        HttpClient httpClient = request -> {
+            assertEquals(HttpMethod.GET, request.getHttpMethod());
+            assertEquals("/jobs/job", request.getUrl().getPath());
+            return Mono.just(new MockHttpResponse(request, 200, new HttpHeaders().set(HttpHeaderName.RETRY_AFTER, "5"),
+                body.getBytes(StandardCharsets.UTF_8)) {
+                @Override
+                public BinaryData getBodyAsBinaryData() {
+                    return BinaryData.fromString(body);
+                }
+            });
+        };
+        HttpPipeline pipeline = new HttpPipelineBuilder().httpClient(httpClient).build();
+        PollingStrategyOptions options = new PollingStrategyOptions(pipeline).setEndpoint(ENDPOINT);
+        Response<BinaryData> initial = new SimpleResponse<>(new HttpRequest(HttpMethod.POST, ENDPOINT + "/jobs"), 201,
+            new HttpHeaders().set("Operation-Location", ENDPOINT + "/jobs/job"),
+            BinaryData.fromString("{\"id\":\"job\",\"status\":\"queued\"}"));
+        TypeReference<BinaryData> responseType = TypeReference.createInstance(BinaryData.class);
+
+        if (async) {
+            OperationLocationPollingStrategy<BinaryData, BinaryData> strategy
+                = new OperationLocationPollingStrategy<>(options, "result");
+            StepVerifier.create(
+                PollerFlux.create(Duration.ofMillis(1), () -> Mono.just(initial), strategy, responseType, responseType)
+                    .next())
+                .assertNext(response -> {
+                    assertEquals(expected, response.getStatus());
+                    assertEquals(expected.isComplete(), response.getStatus().isComplete());
+                    assertEquals(body, response.getValue().toString());
+                })
+                .verifyComplete();
+        } else {
+            SyncOperationLocationPollingStrategy<BinaryData, BinaryData> strategy
+                = new SyncOperationLocationPollingStrategy<>(options, "result");
+            assertPollResponse(
+                SyncPoller.createPoller(Duration.ofMillis(1), () -> initial, strategy, responseType, responseType)
+                    .poll(),
+                expected, body);
+        }
+    }
+
+    private static void assertPollResponse(PollResponse<BinaryData> response, LongRunningOperationStatus expected,
+        String body) {
+        assertEquals(expected, response.getStatus());
+        assertEquals(expected.isComplete(), response.getStatus().isComplete());
+        assertEquals(body, response.getValue().toString());
+        assertEquals(RETRY_AFTER, response.getRetryAfter());
+    }
+}
diff --git a/sdk/ai/azure-ai-projects/tsp-location.yaml b/sdk/ai/azure-ai-projects/tsp-location.yaml
index 43f85b4d85f92..11b01f3e88d69 100644
--- a/sdk/ai/azure-ai-projects/tsp-location.yaml
+++ b/sdk/ai/azure-ai-projects/tsp-location.yaml
@@ -1,5 +1,5 @@
 directory: specification/ai-foundry/data-plane/Foundry/src/sdk-java-azure-ai-projects
-commit: 4c0bca84cb8862569a22ec3f8fae2a6e14871a97
+commit: c86ce135659e8f59369e602a97166428de4639eb
 repo: Azure/azure-rest-api-specs
 additionalDirectories:
     - specification/ai-foundry/data-plane/Foundry/src/sdk-common

From 46b6ab382d1bb2c87d06c0d95ec7b246347d2b3c Mon Sep 17 00:00:00 2001
From: Mike Guo <myguo@microsoft.com>
Date: Fri, 6 Nov 2026 19:39:52 +0800
Subject: [PATCH 28/29] [AI Agents] Add GPT Live WebSocket support, samples,
 and tests (#50877)

* [AI Agents] Set up stacked GPT Live WebSocket work

Prepare a draft stacked PR for handwritten GPT Live WebSocket support, examples, and tests on top of #50875. No implementation changes yet.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* [AI Agents] Add native GPT Live WebSocket clients and voice samples

Add synchronous and asynchronous native Live clients, connection options, interactive text/audio samples, and regression coverage.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Add GPT Live persisted conversation and audio samples

* Refactor GPT Live samples to share conversation utilities

* Add typed GPT Live events and extract shared WebSocket transports

* Move voice agent definition helper into realtime sample utilities

* Use typed GPT Live events by default and update samples

* Use typed GPT Live client events and preserve explicit JSON nulls

* Refactor and organize GPT Live sample conversation helpers

* Unify GPT Live sync and async lifecycle handling

* Suppress external event type checks for live WebSocket clients

* Move WebSocket transport release note to unreleased section

* Address voice WebSocket review feedback

Align VoiceAgents client names, separate transport construction from connection effects, and move conversation flows and single-example helpers into their samples. Use generated Live function tool models and typed Responses tool calls without internal sample helpers.

Validation: 221 focused tests and Spotless passed after a clean rebuild. Explicit SpotBugs reports 42 findings and Checkstyle reports 3 violations in unchanged files.

* Address remaining voice WebSocket review comments

* Refactor voice WebSocket transports to raw messages

* Address voice WebSocket URI and lifecycle review feedback

* Normalize voice WebSocket imports and Javadoc formatting

* Adapt GPT Live samples to regenerated definition and delegation APIs

* Fix GPT Live function tool sample after model migration

* Fix formatting in GPT Live conversation sample tests

* Fix parallel scheduler interference and greeting test timing

---------

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |   43 +-
 sdk/ai/azure-ai-agents/README.md              |  241 ++-
 .../checkstyle-suppressions.xml               |    2 +
 .../azure/ai/agents/AgentsClientBuilder.java  |   50 +-
 ...taVoiceAgentsLiveWebSocketAsyncClient.java |   63 +
 .../BetaVoiceAgentsLiveWebSocketClient.java   |   64 +
 ...AgentsLiveWebSocketSessionAsyncClient.java |  148 ++
 ...VoiceAgentsLiveWebSocketSessionClient.java |  167 ++
 ... BetaVoiceAgentsWebSocketAsyncClient.java} |   23 +-
 ...va => BetaVoiceAgentsWebSocketClient.java} |   24 +-
 ...oiceAgentsWebSocketSessionAsyncClient.java |  271 +++
 ...BetaVoiceAgentsWebSocketSessionClient.java |  254 +++
 .../implementation/OpenAIJsonHelper.java      |   44 +-
 ...oiceAgentWebSocketClientConfiguration.java |    2 +-
 .../realtime/VoiceAgentWebSocketUtils.java    |  146 +-
 .../realtime/WebSocketEventDecoder.java       |   15 +
 .../WebSocketSessionAsyncTransport.java}      |  372 +---
 .../realtime/WebSocketSessionState.java       |   11 +
 .../realtime/WebSocketSessionTransport.java}  |  325 +---
 .../realtime/WebSocketTransportOptions.java   |   67 +
 ...ceAgentLiveWebSocketConnectionOptions.java |  258 +++
 .../VoiceAgentWebSocketConnectionOptions.java |   17 +-
 .../com/azure/ai/agents/ReadmeSamples.java    |   34 +-
 .../GptLiveAudioConversationAsyncSample.java  |  216 +++
 .../voice/GptLiveFunctionToolSample.java      |  201 +++
 .../GptLiveReadConversationAsyncSample.java   |   84 +
 ...tLiveReadConversationAudioAsyncSample.java |   91 +
 .../GptLiveReadConversationAudioSample.java   |  122 ++
 .../voice/GptLiveReadConversationSample.java  |  113 ++
 .../ai/agents/voice/GptLiveSampleUtils.java   |  696 ++++++++
 .../GptLiveTextConversationAsyncSample.java   |  330 ++++
 .../voice/GptLiveTextConversationSample.java  |  345 ++++
 .../voice/VoiceAgentBasicAsyncSample.java     |    4 +-
 .../agents/voice/VoiceAgentBasicSample.java   |    4 +-
 ...AgentLiveAudioConversationAsyncSample.java |   31 +-
 .../VoiceAgentLiveFunctionToolSample.java     |   10 +-
 ...eAgentLiveTextConversationAsyncSample.java |   14 +-
 .../VoiceAgentLiveTextConversationSample.java |   60 +-
 .../voice/VoiceAgentRealtimeSampleUtils.java  |   26 +
 .../agents/voice/VoiceAgentSampleUtils.java   |   31 -
 .../voice/VoiceAgentVersionsSample.java       |    6 +-
 ...VoiceAgentWebSocketSessionClientTests.java |   71 -
 ...oiceAgentsWebSocketSessionClientTests.java |  221 +++
 ...FoundryFeaturesHeaderVerificationTest.java |    6 +-
 .../GptLiveConversationSamplesTests.java      |  325 ++++
 .../ai/agents/voice/GptLiveSamplesTests.java  | 1505 +++++++++++++++++
 .../VoiceAgentConversationsAsyncTests.java    |    8 +-
 .../voice/VoiceAgentConversationsTests.java   |    6 +-
 ...eAgentLiveTextConversationSampleTests.java |  185 ++
 .../voice/VoiceAgentLiveWebSocketTests.java   |  644 +++++++
 .../voice/VoiceAgentRealtimeLiveTests.java    |   14 +-
 .../VoiceAgentWebSocketSessionAsyncTests.java |   70 +-
 .../VoiceAgentWebSocketSessionTests.java      |   82 +-
 53 files changed, 7297 insertions(+), 865 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketAsyncClient.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketClient.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketSessionAsyncClient.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketSessionClient.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/{BetaVoiceAgentWebSocketAsyncClient.java => BetaVoiceAgentsWebSocketAsyncClient.java} (57%)
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/{BetaVoiceAgentWebSocketClient.java => BetaVoiceAgentsWebSocketClient.java} (59%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionAsyncClient.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionClient.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketEventDecoder.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/{BetaVoiceAgentWebSocketSessionAsyncClient.java => implementation/realtime/WebSocketSessionAsyncTransport.java} (51%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionState.java
 rename sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/{BetaVoiceAgentWebSocketSessionClient.java => implementation/realtime/WebSocketSessionTransport.java} (60%)
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketTransportOptions.java
 create mode 100644 sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveWebSocketConnectionOptions.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveFunctionToolSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveSampleUtils.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentSampleUtils.java
 delete mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClientTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionClientTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveConversationSamplesTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveSamplesTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationSampleTests.java
 create mode 100644 sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentLiveWebSocketTests.java

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index f91b39f88c345..7075ee9c7bf27 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -14,6 +14,38 @@
   voice-agent response input and user-message content, with a shared `RealtimeResponseInputItemStatus` enum.
 - Added preview voice-agent system tools, transfer routing, and system-tool intent and input-collection events.
 - Added preview voice-agent telephony campaigns with recipient validation and scheduling.
+- Added Live voice-agent definitions and preview Live conversation REST clients for persisted conversations, items,
+  and audio.
+- Added preview synchronous and asynchronous GPT Live WebSocket clients through
+  `AgentsClientBuilder.beta().buildBetaVoiceAgentsLiveWebSocketClient()` and
+  `buildBetaVoiceAgentsLiveWebSocketAsyncClient()`. Native Live events are sent and received as lossless JSON
+  using `BinaryData`, separately from the Realtime protocol clients.
+- Added typed GPT Live sends through `sendEvent(com.openai.models.live.ClientEvent)` and typed receives through
+  `receiveEvents()`, retaining the raw JSON APIs. The synchronous client also supports per-event receive timeouts.
+  Live session clients decode native OpenAI `ServerEvent` models; shared transports buffer only raw messages.
+  Raw receivers do not depend on JSON parsing or typed decoding succeeding.
+  Live and Realtime clients select their own routes and headers without a shared protocol-mode flag.
+- Added synchronous/asynchronous persisted GPT Live conversation history and audio-download examples with offline tests.
+- Added opt-in persistence to the GPT Live text and microphone/speaker samples using `FOUNDRY_GPT_LIVE_STORE` (default `false`),
+  with explicit startup output when the service does not provide a persisted conversation ID.
+- Added runnable native GPT Live samples for synchronous/asynchronous multi-turn text, asynchronous microphone
+  and speaker audio, and Responses backend function tools, including sample-agent creation and cleanup.
+  Model deployment names default to `gpt-live-1` and `gpt-5.6-terra` when their environment variables are unset.
+  The audio sample requests an opening greeting, labels spoken transcripts without duplicating backend text,
+  reports moderation failures explicitly, and shuts down shared Reactor schedulers when its standalone main exits.
+  Both text samples support interactive terminal input with blank-line, `exit`, and `quit` termination,
+  preserve scripted command-line prompts, and shut down shared Reactor schedulers when their standalone mains exit.
+  Both interactive text modes request a spoken greeting, play frontend audio and print spoken transcripts
+  instead of backend working notes. It preserves server closure diagnostics and handles remote hangup normally.
+  Interactive voice mode streams paced silent PCM input while typing (consuming voice-session usage), uses
+  blocking console line reads instead of readiness polling, and uses the native console reader when attached.
+  Assistant transcript fragments are assembled into utterances independently of backend and typed turns.
+  Completed text is buffered while typing on the `You:` line; audio and input remain available, and incomplete
+  text is not split or relabeled at Enter. Speech-inactivity boundaries remain heuristic.
+  The first input prompt waits for greeting audio and text, a one-second quiet period, and queued speaker playback.
+  Continuous silent output does not extend that quiet period, and paced silent input tolerates send backpressure
+  without overflowing a periodic timer.
+  Removed redundant blank lines between console input, assistant transcripts, and session closure.
 
 ### Breaking Changes
 
@@ -51,9 +83,16 @@
 - Preserved handoff state when serializing and deserializing voice-agent session response configurations.
 - Preserved exact numeric values when round-tripping agent structured input defaults and schemas, telephony
   structured inputs, and response structured inputs through `BinaryData`.
+- Fixed OpenAI model JSON conversion to use an explicit Jackson serializer, preserving explicit nulls without
+  depending on the application's Azure JSON serializer provider.
+- Removed query values from WebSocket proxy-failure diagnostics to avoid logging structured inputs.
+- Updated the synchronous live text sample to replace an existing sample agent on a creation conflict and
+  delete the replacement on exit, including when the conversation fails.
 
 ### Other Changes
 
+- Extracted shared protocol-neutral WebSocket transports for Live and Realtime, keeping independent blocking
+  and asynchronous implementations and protocol-specific event decoding in the respective clients.
 - Regenerated the client with `@azure-tools/openai-typespec` version `1.34.1`.
 
 ## 2.9.0 (2026-10-30)
@@ -235,8 +274,8 @@
   subagents, persistence, avatars, and animation.
 - Added `createAgentFromPrompt` and `createAgentFromPromptWithResponse` to `BetaAgentsClient` and
   `BetaAgentsAsyncClient` for generating and creating agents from kind-specific high-level inputs.
-- Added preview `BetaVoiceAgentWebSocketClient`, `BetaVoiceAgentWebSocketAsyncClient`,
-  `BetaVoiceAgentWebSocketSessionClient`, and `BetaVoiceAgentWebSocketSessionAsyncClient` for authenticated realtime
+- Added preview `BetaVoiceAgentsWebSocketClient`, `BetaVoiceAgentsWebSocketAsyncClient`,
+  `BetaVoiceAgentsWebSocketSessionClient`, and `BetaVoiceAgentsWebSocketSessionAsyncClient` for authenticated realtime
   `wss://` sessions. The clients support typed and raw events, text and audio input, response cancellation,
   client-executed function results, persisted conversations, agent-version overrides, and the related realtime session,
   conversation-item, response, transcription, MCP, audio, avatar, and RTC event models.
diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index 003d4a3770b34..e3fff2b159dc4 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -70,7 +70,8 @@ The Agents client library has the following sub-clients which group the differen
 - `ResponsesClient` / `ResponsesAsyncClient`: Create responses that require Azure-specific request fields, such as an explicit `AgentReference` or structured inputs. For standard OpenAI Responses API calls through an agent endpoint, use an agent-scoped OpenAI client. See the [OpenAI Responses API documentation][openai_responses_api_docs] for more information.
 - `BetaMemoryStoresClient` / `BetaMemoryStoresAsyncClient` **(preview)**: Manage memory stores and individual memory items for agents.
 - `ToolboxesClient` / `ToolboxesAsyncClient`: Manage toolboxes and toolbox versions.
-- `BetaVoiceAgentWebSocketClient` / `BetaVoiceAgentWebSocketAsyncClient` **(preview)**: Open typed realtime WebSocket sessions with voice agents.
+- `BetaVoiceAgentsWebSocketClient` / `BetaVoiceAgentsWebSocketAsyncClient` **(preview)**: Open typed realtime WebSocket sessions with voice agents.
+- `BetaVoiceAgentsLiveWebSocketClient` / `BetaVoiceAgentsLiveWebSocketAsyncClient` **(preview)**: Open native GPT Live WebSocket sessions with persisted Live voice agents.
 - `BetaVoiceAgentsTelephonyClient` / `BetaVoiceAgentsTelephonyAsyncClient` **(preview)**: Manage telephony bindings, calls, transfer targets, and outbound call jobs.
 - `BetaVoiceAgentsConversationsClient` / `BetaVoiceAgentsConversationsAsyncClient` **(preview)**: Read and delete persisted voice-agent conversations and retrieve their responses, items, and audio.
 
@@ -197,7 +198,8 @@ Build clients whose names start with `Beta` from `AgentsClientBuilder.beta()`. T
 |---|---|
 | `BetaAgentsClient` | `WorkflowAgents=V1Preview,ExternalAgents=V1Preview,DraftAgents=V1Preview,VoiceAgents=V1Preview,DigitalWorker=V1Preview,GitHubCopilot=V1Preview,Skills=V1Preview,MicrosoftCopilot=V1Preview` |
 | `BetaMemoryStoresClient` | `MemoryStores=V1Preview` |
-| `BetaVoiceAgentWebSocketClient` | `VoiceAgents=V1Preview` |
+| `BetaVoiceAgentsWebSocketClient` | `VoiceAgents=V1Preview` |
+| `BetaVoiceAgentsLiveWebSocketClient` / `BetaVoiceAgentsLiveWebSocketAsyncClient` | `VoiceAgents=V1Preview` |
 | `BetaVoiceAgentsTelephonyClient` | `VoiceAgents=V1Preview` |
 | `BetaVoiceAgentsConversationsClient` | `VoiceAgents=V1Preview` |
 
@@ -206,7 +208,7 @@ The async `Beta*AsyncClient` counterparts follow the same behavior.
 ### Realtime voice-agent sessions
 
 Create and manage preview voice agents with `VoiceAgentDefinition` and an `AgentsClient` or `AgentsAsyncClient` built
-using `allowPreview(true)`. Use `BetaVoiceAgentWebSocketClient` or `BetaVoiceAgentWebSocketAsyncClient` to open a typed,
+using `allowPreview(true)`. Use `BetaVoiceAgentsWebSocketClient` or `BetaVoiceAgentsWebSocketAsyncClient` to open a typed,
 bidirectional session with an existing voice agent. The client acquires a token for `https://ai.azure.com/.default`,
 negotiates the `realtime` WebSocket subprotocol, and sends the required `VoiceAgents=V1Preview` feature header
 automatically.
@@ -989,10 +991,10 @@ AgentsClientBuilder builder = new AgentsClientBuilder()
     .credential(new DefaultAzureCredentialBuilder().build())
     .endpoint(endpoint);
 
-BetaVoiceAgentWebSocketClient realtimeClient
-    = builder.beta().buildBetaVoiceAgentWebSocketClient();
-BetaVoiceAgentWebSocketAsyncClient realtimeAsyncClient
-    = builder.beta().buildBetaVoiceAgentWebSocketAsyncClient();
+BetaVoiceAgentsWebSocketClient realtimeClient
+    = builder.beta().buildBetaVoiceAgentsWebSocketClient();
+BetaVoiceAgentsWebSocketAsyncClient realtimeAsyncClient
+    = builder.beta().buildBetaVoiceAgentsWebSocketAsyncClient();
 ```
 
 #### Send a synchronous text turn
@@ -1021,7 +1023,7 @@ VoiceAgentWebSocketConnectionOptions options
         .setReceiveBufferCapacity(512)
         .setMaxMessageSize(8 * 1024 * 1024)
         .setOverflowStrategy(VoiceAgentWebSocketOverflowStrategy.ERROR);
-try (BetaVoiceAgentWebSocketSessionClient session = realtimeClient.openWebSocketSession(agentName, options)) {
+try (BetaVoiceAgentsWebSocketSessionClient session = realtimeClient.openWebSocketSession(agentName, options)) {
     session.sendEvent(BinaryData.fromString(
         "{\"type\":\"response.create\",\"event_id\":\"response-1\"}"));
     for (RealtimeServerEvent event : session.receiveEvents()) {
@@ -1042,7 +1044,7 @@ Use `close(code, reason)` or asynchronous `closeAsync(code, reason)` to send a c
 fit in 123 UTF-8 bytes and close codes must be valid WebSocket codes. The first asynchronous close request wins.
 
 ```java
-try (BetaVoiceAgentWebSocketSessionClient session = realtimeClient.openWebSocketSession(agentName)) {
+try (BetaVoiceAgentsWebSocketSessionClient session = realtimeClient.openWebSocketSession(agentName)) {
     session.sendText("Hello! Tell me about the services you provide.");
     session.createResponse();
 
@@ -1078,9 +1080,9 @@ Mono.usingWhen(
         })
         .takeUntil(event -> event instanceof RealtimeResponseDoneEvent)
         .then(),
-    BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync,
+    BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync,
     (session, error) -> session.closeAsync(),
-    BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync)
+    BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync)
     .block();
 ```
 
@@ -1101,8 +1103,225 @@ When a `RealtimeResponseFunctionCallArgumentsDoneEvent` requests a client-side t
 
 All realtime examples require `FOUNDRY_PROJECT_ENDPOINT` and optionally use `FOUNDRY_VOICE_AGENT_NAME`. The function-tool example also optionally uses `FOUNDRY_VOICE_MODEL` and `FOUNDRY_VOICE_MODEL_TYPE`. The asynchronous text and audio examples delete their generated agents by default; set `FOUNDRY_KEEP_VOICE_AGENT=true` to retain them.
 
+The synchronous live text sample deletes and replaces the selected agent if creation returns a conflict,
+then deletes the replacement on exit, including on failure. Use a dedicated sample-agent name: this also
+applies when `FOUNDRY_VOICE_AGENT_NAME` is set. This synchronous sample does not support retaining its agent.
+
 The live audio example requires a Java Sound-compatible microphone and speaker. It streams signed, little-endian, mono PCM16 audio at 24 kHz. These examples use WebSocket transport. Although the generated protocol models include WebRTC signaling events, the Java client does not provide a WebRTC peer connection or media implementation.
 
+### GPT Live WebSocket examples (preview)
+
+GPT Live is a different wire protocol from Realtime. Create a persisted agent with `VoiceAgentLiveDefinition`,
+then use `BetaVoiceAgentsLiveWebSocketClient` or `BetaVoiceAgentsLiveWebSocketAsyncClient` to connect.
+These clients use
+`wss://{project-endpoint}/agents/{agent_name}/endpoint/protocols/voice/live/sessions?api-version=v1`,
+send the `Foundry-Features: VoiceAgents=V1Preview` header, and **do not** negotiate the `realtime` WebSocket
+subprotocol. `allowPreview(true)` is not required.
+
+Foundry sends the initial native `session.start`. Wait for `session.started` before sending application events;
+do not send `session.start` yourself. Use `sendEvent(ClientEvent)` and `receiveEvents()` with the
+`com.openai.models.live` event models from the SDK's existing `openai-java` dependency. These are distinct
+from Realtime event models. The synchronous client also offers `receiveEvents(Duration)` for bounded waits.
+The `sendEvent(BinaryData)` and `receiveRawEvents()` APIs expose complete JSON objects when the original
+wire representation is needed, including unknown properties, nested `response.event` backend events, and the
+Foundry `conversation_id` on `session.started`. OpenAI typed models retain extra properties and unknown event
+variants, but typed serialization need not preserve the original JSON formatting.
+The existing samples named `VoiceAgentLive*ConversationSample` above demonstrate live connections using the
+**Realtime** protocol; use the separate GPT Live clients for `VoiceAgentLiveDefinition` agents.
+
+For example, configure and open a synchronous Live session for an agent using Responses delegation:
+
+```java readme-sample-com.azure.ai.agents.live_connection_options
+BetaVoiceAgentsLiveWebSocketClient liveClient = builder.beta().buildBetaVoiceAgentsLiveWebSocketClient();
+VoiceAgentLiveWebSocketConnectionOptions options = new VoiceAgentLiveWebSocketConnectionOptions()
+    .setReceiveBufferCapacity(512)
+    .setMaxMessageSize(8 * 1024 * 1024)
+    .setOverflowStrategy(VoiceAgentWebSocketOverflowStrategy.ERROR)
+    .setHandshakeTimeout(Duration.ofSeconds(30))
+    .setCloseTimeout(Duration.ofSeconds(10))
+    .setStoreEnabled(false);
+
+try (BetaVoiceAgentsLiveWebSocketSessionClient session = liveClient.openWebSocketSession(agentName, options)) {
+    for (ServerEvent event : session.receiveEvents()) {
+        if (event.isSessionStarted()) {
+            session.sendEvent(ClientEvent.ofResponseCreate(ResponseCreateEvent.builder().build()));
+        } else if (event.isSessionOutputTranscriptDelta()) {
+            System.out.print(event.asSessionOutputTranscriptDelta().delta());
+        } else if (event.isSessionClosed() || event.isErrorEvent()) {
+            break;
+        }
+    }
+}
+```
+
+Send only native Live commands valid for the configured delegation mode, whether typed or raw.
+In particular, `response.item.create` and `response.create` are Responses-delegation-only commands.
+Service `error` events arrive as events for the application to inspect. Typed receivers decode JSON and
+fail on malformed events unless a malformed-event callback was explicitly configured. Raw receivers do not
+parse JSON or construct typed models; transport size limits and UTF-8 validation still apply.
+
+Configure timeouts, bounded receive capacity, overflow handling, message size, persistence, agent version,
+and structured inputs with `VoiceAgentLiveWebSocketConnectionOptions`. Structured inputs are passed as
+unencoded JSON to `setStructuredInputs` and URL-encoded by the SDK into the `structured_inputs` query parameter.
+Do not log endpoint URLs containing sensitive template inputs. Realtime-only transport and agent-session-ID
+options are not exposed. Options are copied when opening a session.
+
+Both transports retain the realtime clients' credential, proxy, custom-header and builder validation behavior.
+Custom HTTP clients, pipelines, policies, and retry settings are unsupported and fail at build time rather
+than being ignored. Each session permits one receiver, shared by typed and raw receive APIs.
+The default receive buffer holds 256 events; overflow
+terminates the session unless a drop strategy explicitly permits event loss.
+
+#### Runnable GPT Live scenarios
+
+These examples create a uniquely named `VoiceAgentLiveDefinition` agent with **Responses delegation**, connect
+using native GPT Live WebSockets, and delete the agent on exit, including on failure. They do not modify or delete
+an existing agent. Set these environment variables before running a sample's `main` method:
+
+| Variable | Value |
+|---|---|
+| `FOUNDRY_PROJECT_ENDPOINT` | Your Foundry project endpoint. Authentication uses `DefaultAzureCredential`. |
+| `FOUNDRY_GPT_LIVE_MODEL` | Optional. Your GPT Live **deployment name**, not a model catalog ID. Defaults to `gpt-live-1` when unset. |
+| `FOUNDRY_GPT_LIVE_BACKEND_MODEL` | Optional. Your Responses backend **deployment name in the Live resource**. Defaults to `gpt-5.6-terra` when unset. |
+| `FOUNDRY_GPT_LIVE_STORE` | Optional, text and microphone/speaker examples. Set to `true` to persist conversation content and audio. Defaults to `false`. |
+| `FOUNDRY_KEEP_GPT_LIVE_AGENT` | Optional. Set to `true` to retain the sample-created agent; defaults to `false`. |
+
+Each sample reads, defaults, and validates these settings and configures its client builder directly in its own `main` method.
+Shared helpers receive explicit values rather than reading environment variables.
+Override the model variables if your deployment names differ from these defaults. Explicitly blank values are invalid.
+Generated agent names use `gpt-live-<scenario>-<UUID>` and are at most 57 characters for these scenarios,
+leaving headroom below the service's 63-character limit.
+
+| Scenario | Runnable sample |
+|---|---|
+| Synchronous multi-turn text | [GptLiveTextConversationSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java) |
+| Asynchronous multi-turn text | [GptLiveTextConversationAsyncSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java) |
+| Asynchronous microphone and speaker | [GptLiveAudioConversationAsyncSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java) |
+| Responses backend function tool | [GptLiveFunctionToolSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveFunctionToolSample.java) |
+
+#### Read persisted GPT Live conversations and audio
+
+These REST examples read existing persisted data; they do not start a WebSocket session, create an agent,
+or delete resources.
+
+| Scenario | Runnable sample |
+|---|---|
+| Synchronous history and transcripts | [GptLiveReadConversationSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationSample.java) |
+| Asynchronous history and transcripts | [GptLiveReadConversationAsyncSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAsyncSample.java) |
+| Synchronous stored audio download | [GptLiveReadConversationAudioSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioSample.java) |
+| Asynchronous stored audio download | [GptLiveReadConversationAudioAsyncSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioAsyncSample.java) |
+
+Use an agent/session configured with `store=true` and retain the agent. With either text WebSocket example or the
+microphone/speaker example, set
+both `FOUNDRY_GPT_LIVE_STORE=true` and `FOUNDRY_KEEP_GPT_LIVE_AGENT=true`. The first sets the session persistence
+override; the second prevents sample cleanup from deleting the agent. Keeping the agent alone does **not** enable
+persistence. Both interactive and scripted modes print the Foundry `conversation_id` from `session.started`
+when provided. If absent, startup output explicitly reports that no persisted conversation ID was provided;
+it never substitutes the native session ID.
+Use `session.started.conversation_id`, not the native session ID. Set:
+
+| Variable | Value |
+|---|---|
+| `FOUNDRY_PROJECT_ENDPOINT` | Required. Your Foundry project endpoint; authentication uses `DefaultAzureCredential`. No default. |
+| `FOUNDRY_GPT_LIVE_AGENT_NAME` | Required. The existing Live agent's name. No default. |
+| `FOUNDRY_GPT_LIVE_CONVERSATION_ID` | Required. The persisted Foundry conversation ID. No default. |
+| `FOUNDRY_GPT_LIVE_ITEM_ID` | Optional, audio examples only: a speech item's ID, not a delegation item. Defaults to unset (merged audio only); explicitly blank values are invalid. |
+
+Model deployment settings such as `FOUNDRY_GPT_LIVE_MODEL` and `FOUNDRY_GPT_LIVE_BACKEND_MODEL` are not needed:
+these samples read existing conversations rather than creating agents.
+Run a history sample's `main` method with no arguments. For audio, pass one existing local output directory;
+there is no default output directory.
+Audio examples create uniquely named WAV files without overwriting existing files. History examples explicitly
+advance the `after` cursor until an empty page because the generated list clients do not expose automatic
+continuation; missing or repeated cursors fail explicitly. They show conversation status and usage seconds,
+input/output transcripts, and delegation targets/response IDs. Stored speech segments are not native turns or
+proof that audio was played. Treat the printed transcripts and downloaded audio as sensitive data.
+
+Wait for session completion and recording finalization before downloading. HTTP errors propagate: `404` can mean
+missing audio; `409` can mean `recording_not_ready` or `recording_unavailable`. Inspect `Retry-After` before retrying.
+BYOS metadata is reported without calling Foundry content endpoints; use the metadata's blob URI and your own
+Azure Storage credentials to download BYOS audio. The current generated Live REST builder methods require explicit
+preview opt-in, so these samples add `Foundry-Features: VoiceAgents=V1Preview` using an HTTP pipeline header policy.
+
+#### Using the interactive WebSocket samples
+
+Both text examples read terminal input interactively when no arguments are supplied. After each reply,
+they prompt for another message; submit a blank line or enter `exit` or `quit` to close the session.
+With arguments, they instead process each argument as a prompt and exit after the last reply.
+They wait for `session.started`, send `response.item.create` followed by `response.create`, and wait for the
+nested `response.completed` before advancing to the next turn. Scripted mode prints backend text without
+speaker playback. Both interactive examples instead request a spoken opening greeting with
+`session.commentary.append`, play the voice frontend's 24-kHz PCM16 audio, and print its spoken transcript
+rather than backend working notes. The synchronous example uses synchronous session send/receive calls on
+workers and shares the asynchronous example's voice-loop coordination.
+Before displaying the first `You:` prompt, it waits for both greeting audio and transcript, one second without
+speech activity, and completion of queued speaker playback. Continuous silent audio does not restart the timer.
+For this heuristic, PCM16 frames with peak sample magnitude at most 256 (about -42 dBFS) are treated as silence.
+The quiet period is a heuristic because native GPT Live
+has no speech-completed event: a long pause within a greeting can be mistaken for its end. Missing greeting output
+fails with a timeout instead of silently starting input before the introduction.
+It sends 20 milliseconds of silent PCM (960 bytes) every 20 milliseconds after startup, providing continuous
+audio input without opening a microphone. **This consumes voice-session usage while you type or wait.**
+The silent stream is stopped and pending audio sends complete before the sample requests `session.close`.
+If sending falls behind, silent-frame production waits for demand instead of accumulating timer ticks or
+failing with an interval overflow; it resumes without a burst of stale frames.
+Speaker playback runs off the WebSocket receive thread. If a speaker is unavailable, the sample reports that
+and still prints transcripts, like the Realtime text example.
+Agent creation and deletion occur on the main thread.
+
+Console input is line-oriented: press Enter to submit a message. The sample flushes the `You:` prompt immediately;
+character echo while typing is controlled by Windows CMD/PowerShell and its terminal host, not by the service.
+Interactive input uses a normal blocking line read on a worker rather than polling `Reader.ready()`,
+matching the Realtime sample's console interaction. The WebSocket receiver continues independently.
+When a native Java console is attached, input comes from `System.console().reader()` rather than `System.in`.
+Without a console, the sample reads `System.in`, supporting redirected input. End-of-input (EOF), a blank line,
+or an explicit exit command closes the session.
+The terminal echoes characters on the `You:` line as you type. Assistant transcript fragments are assembled into
+utterances independently of typed turns and backend completion. A one-second speech-inactivity period marks an
+utterance boundary using the same heuristic as the greeting; a long pause within speech can still divide the text.
+Completed utterances are printed with one `Assistant:` label each. While input is active, completed text waits
+until Enter so it cannot overwrite typed characters; incomplete text stays buffered across input submissions.
+Audio playback and input remain available. This dependency-free approach can delay captions until the next Enter.
+Session closure flushes any remaining transcript. Completed and incomplete text share a 65,536-character buffer
+limit; exceeding it fails the sample explicitly instead of dropping transcript text or growing memory indefinitely.
+The native console's echoed Enter already starts a new line; the sample avoids adding another blank line.
+After a remote disconnect, a console read that the operating system cannot interrupt may require Enter to release
+the worker. The sample does not close shared standard input to force a pending read to return.
+Backend `response.completed` permits the next typed prompt but does not mean that the frontend finished speaking:
+native GPT Live has no output-audio-done event. The sample keeps receiving audio and transcripts while you type.
+See [GPT-Live audio and transcript events](https://learn.microsoft.com/azure/foundry/openai/gpt-live-reference#sessionoutput_audiodelta).
+Server `remote_hangup` closes the conversation normally. Other unexpected closures remain failures and include
+the complete `session.closed` event, including its reason, rather than hiding the service diagnostic.
+
+The audio example requires a Java Sound-compatible microphone and speaker supporting raw, mono PCM16LE at
+24 kHz. After `session.started`, it sends a greeting request followed by `response.create` so the agent can
+open the conversation. It labels spoken transcript fragments as `You:` or `Assistant:` and omits backend
+text deltas, which are not necessarily the words spoken by the voice frontend.
+Press Enter to end the call; asking the model to end it does not itself close the session.
+Service moderation (`content_filter`) ends the call with an explicit error and the original service event;
+it is not treated as a successful completion. Audio devices and the WebSocket are released on failure.
+The standalone audio and text samples' `main` methods also shut down shared Reactor schedulers on exit
+to avoid lingering timer threads under `exec:java`. Do not invoke those `main` methods inside an application that
+shares Reactor schedulers.
+
+The audio sample sends `session.input_audio.append`, plays base64-decoded `session.output_audio.delta` chunks, and
+prints native input/output transcript deltas. It does not send Realtime audio-buffer commit or response-cancel
+commands. Capture and playback use dedicated threads; the playback backlog is bounded to 60 seconds.
+Device errors and overflow end the call explicitly. Press Enter to stop capture and finalize the session.
+This example must be the only reader of standard input.
+
+The function-tool example configures `get_weather` on the **Responses backend**, consumes completed
+`function_call` items from nested `response.output_item.done` events, then sends `function_call_output` items
+with the original `call_id` before requesting continuation. Its weather results are **simulated demonstration
+data**, not live weather. It does not assume lifecycle snapshots contain output items, and does not add
+Foundry-managed-agent tool-result routing.
+
+All four scenarios request `session.close` and wait for `session.closed` before normal transport cleanup.
+The asynchronous text example waits for terminal input without a timeout, while applying a 60-second timeout to
+startup, each response, and finalization. The synchronous text and tool examples use a 60-second event-wait timeout;
+the audio example uses a 60-second startup/finalization timeout.
+An unexpected disconnect or native service error fails the sample rather than being reported as success.
+
 ### Service API versions
 
 The client library targets the latest service API version by default.
diff --git a/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml b/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml
index d4ad356712d22..9b0654ce4e80a 100644
--- a/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml
+++ b/sdk/ai/azure-ai-agents/checkstyle-suppressions.xml
@@ -64,6 +64,8 @@
   <suppress files="com.azure.ai.agents.AgentsAsyncClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ServiceClientCheck" />
   <suppress files="com.azure.ai.agents.BetaMemoryStoresAsyncClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
   <suppress files="com.azure.ai.agents.BetaMemoryStoresClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionAsyncClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
+  <suppress files="com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
   <suppress files="com.azure.ai.agents.BetaAgentsClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ServiceClientCheck" />
   <suppress files="com.azure.ai.agents.BetaAgentsAsyncClient.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ServiceClientCheck" />
   <suppress files="com.azure.ai.agents.models.RealtimeResponseInputImage.java" checks="io.clientcore.linting.extensions.checkstyle.checks.ExternalDependencyExposedCheck" />
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
index a9753e6bae0e5..233267f8c9c0a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/AgentsClientBuilder.java
@@ -629,13 +629,15 @@ public BetaAgentsClientBuilder beta() {
         serviceClients = {
             BetaAgentsClient.class,
             BetaMemoryStoresClient.class,
-            BetaVoiceAgentWebSocketClient.class,
+            BetaVoiceAgentsWebSocketClient.class,
+            BetaVoiceAgentsLiveWebSocketClient.class,
             BetaVoiceAgentsTelephonyClient.class,
             BetaVoiceAgentsConversationsClient.class,
             BetaVoiceAgentsLiveConversationsClient.class,
             BetaAgentsAsyncClient.class,
             BetaMemoryStoresAsyncClient.class,
-            BetaVoiceAgentWebSocketAsyncClient.class,
+            BetaVoiceAgentsWebSocketAsyncClient.class,
+            BetaVoiceAgentsLiveWebSocketAsyncClient.class,
             BetaVoiceAgentsTelephonyAsyncClient.class,
             BetaVoiceAgentsConversationsAsyncClient.class,
             BetaVoiceAgentsLiveConversationsAsyncClient.class })
@@ -766,8 +768,8 @@ public BetaMemoryStoresClient buildBetaMemoryStoresClient() {
          * @throws IllegalStateException if unsupported HTTP pipeline configuration is present.
          */
         @Beta
-        public BetaVoiceAgentWebSocketAsyncClient buildBetaVoiceAgentWebSocketAsyncClient() {
-            return new BetaVoiceAgentWebSocketAsyncClient(createVoiceAgentWebSocketConfiguration());
+        public BetaVoiceAgentsWebSocketAsyncClient buildBetaVoiceAgentsWebSocketAsyncClient() {
+            return new BetaVoiceAgentsWebSocketAsyncClient(createVoiceAgentWebSocketConfiguration());
         }
 
         /**
@@ -782,8 +784,36 @@ public BetaVoiceAgentWebSocketAsyncClient buildBetaVoiceAgentWebSocketAsyncClien
          * @throws IllegalStateException if unsupported HTTP pipeline configuration is present.
          */
         @Beta
-        public BetaVoiceAgentWebSocketClient buildBetaVoiceAgentWebSocketClient() {
-            return new BetaVoiceAgentWebSocketClient(createVoiceAgentWebSocketConfiguration());
+        public BetaVoiceAgentsWebSocketClient buildBetaVoiceAgentsWebSocketClient() {
+            return new BetaVoiceAgentsWebSocketClient(createVoiceAgentWebSocketConfiguration());
+        }
+
+        /**
+         * Builds an asynchronous WebSocket client for persisted GPT Live voice agents.
+         * <p>
+         * Applies the same endpoint, credential, proxy and client options as the realtime WebSocket client.
+         * Custom HTTP clients, pipelines, policies and retry settings are not supported.
+         *
+         * @return an asynchronous Live WebSocket client.
+         * @throws IllegalStateException if unsupported HTTP pipeline configuration is present.
+         */
+        @Beta
+        public BetaVoiceAgentsLiveWebSocketAsyncClient buildBetaVoiceAgentsLiveWebSocketAsyncClient() {
+            return new BetaVoiceAgentsLiveWebSocketAsyncClient(createVoiceAgentWebSocketConfiguration());
+        }
+
+        /**
+         * Builds a synchronous WebSocket client for persisted GPT Live voice agents.
+         * <p>
+         * Applies the same endpoint, credential, proxy and client options as the realtime WebSocket client.
+         * Custom HTTP clients, pipelines, policies and retry settings are not supported.
+         *
+         * @return a synchronous Live WebSocket client.
+         * @throws IllegalStateException if unsupported HTTP pipeline configuration is present.
+         */
+        @Beta
+        public BetaVoiceAgentsLiveWebSocketClient buildBetaVoiceAgentsLiveWebSocketClient() {
+            return new BetaVoiceAgentsLiveWebSocketClient(createVoiceAgentWebSocketConfiguration());
         }
 
         /**
@@ -982,8 +1012,8 @@ private VoiceAgentWebSocketClientConfiguration createVoiceAgentWebSocketConfigur
      *
      * @return an asynchronous voice-agent WebSocket client.
      */
-    private BetaVoiceAgentWebSocketAsyncClient buildBetaVoiceAgentWebSocketAsyncClient() {
-        return new BetaVoiceAgentWebSocketAsyncClient(createVoiceAgentWebSocketConfiguration());
+    private BetaVoiceAgentsWebSocketAsyncClient buildBetaVoiceAgentsWebSocketAsyncClient() {
+        return new BetaVoiceAgentsWebSocketAsyncClient(createVoiceAgentWebSocketConfiguration());
     }
 
     /**
@@ -991,8 +1021,8 @@ private BetaVoiceAgentWebSocketAsyncClient buildBetaVoiceAgentWebSocketAsyncClie
      *
      * @return a synchronous voice-agent WebSocket client.
      */
-    private BetaVoiceAgentWebSocketClient buildBetaVoiceAgentWebSocketClient() {
-        return new BetaVoiceAgentWebSocketClient(createVoiceAgentWebSocketConfiguration());
+    private BetaVoiceAgentsWebSocketClient buildBetaVoiceAgentsWebSocketClient() {
+        return new BetaVoiceAgentsWebSocketClient(createVoiceAgentWebSocketConfiguration());
     }
 
     /**
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketAsyncClient.java
new file mode 100644
index 0000000000000..90fca1b92c29e
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketAsyncClient.java
@@ -0,0 +1,63 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketClientConfiguration;
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
+import com.azure.ai.agents.implementation.realtime.WebSocketSessionAsyncTransport;
+import com.azure.ai.agents.implementation.realtime.WebSocketTransportOptions;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.core.annotation.ServiceClient;
+import reactor.core.publisher.Mono;
+import reactor.netty.http.client.HttpClient;
+
+import java.util.Objects;
+
+/**
+ * An asynchronous client for opening native GPT Live sessions with persisted Foundry Live voice agents.
+ * Create instances with {@link AgentsClientBuilder#beta()}.
+ */
+@ServiceClient(builder = AgentsClientBuilder.class, isAsync = true)
+@Beta(warningText = "This class is in preview and may change in future releases.")
+public final class BetaVoiceAgentsLiveWebSocketAsyncClient {
+    private final VoiceAgentWebSocketClientConfiguration configuration;
+
+    BetaVoiceAgentsLiveWebSocketAsyncClient(VoiceAgentWebSocketClientConfiguration configuration) {
+        this.configuration = Objects.requireNonNull(configuration, "'configuration' cannot be null.");
+    }
+
+    /**
+     * Opens a WebSocket session using the persisted Live agent configuration.
+     *
+     * @param agentName the Live voice agent name.
+     * @return the connected session. Each subscription opens a new connection.
+     */
+    public Mono<BetaVoiceAgentsLiveWebSocketSessionAsyncClient> openWebSocketSession(String agentName) {
+        return openWebSocketSession(agentName, new VoiceAgentLiveWebSocketConnectionOptions());
+    }
+
+    /**
+     * Opens a WebSocket session. Foundry sends the initial {@code session.start}; consume {@code session.started}
+     * from the event stream before sending application events. No Realtime subprotocol is negotiated.
+     *
+     * @param agentName the Live voice agent name.
+     * @param options the connection options, copied when this method is called.
+     * @return the connected session. Each subscription opens a new connection.
+     */
+    public Mono<BetaVoiceAgentsLiveWebSocketSessionAsyncClient> openWebSocketSession(String agentName,
+        VoiceAgentLiveWebSocketConnectionOptions options) {
+        Objects.requireNonNull(agentName, "'agentName' cannot be null.");
+        VoiceAgentLiveWebSocketConnectionOptions snapshot = new VoiceAgentLiveWebSocketConnectionOptions(options);
+        return Mono.defer(() -> {
+            WebSocketSessionAsyncTransport transport = new WebSocketSessionAsyncTransport(configuration,
+                VoiceAgentWebSocketUtils.buildLiveWebSocketUri(configuration, agentName, snapshot),
+                new WebSocketTransportOptions(snapshot), HttpClient.create(), null,
+                token -> VoiceAgentWebSocketUtils.buildHeaders(configuration, token));
+            return transport.connect()
+                .thenReturn(
+                    new BetaVoiceAgentsLiveWebSocketSessionAsyncClient(transport, snapshot.getMalformedEventHandler()));
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketClient.java
new file mode 100644
index 0000000000000..9044c117f70a1
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketClient.java
@@ -0,0 +1,64 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketClientConfiguration;
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
+import com.azure.ai.agents.implementation.realtime.WebSocketSessionTransport;
+import com.azure.ai.agents.implementation.realtime.WebSocketTransportOptions;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.core.annotation.ServiceClient;
+import com.azure.core.util.logging.ClientLogger;
+
+import java.util.Objects;
+
+/**
+ * A synchronous client for opening native GPT Live sessions with persisted Foundry Live voice agents.
+ * Create instances with {@link AgentsClientBuilder#beta()}.
+ */
+@ServiceClient(builder = AgentsClientBuilder.class)
+@Beta(warningText = "This class is in preview and may change in future releases.")
+public final class BetaVoiceAgentsLiveWebSocketClient {
+    private static final ClientLogger LOGGER = new ClientLogger(BetaVoiceAgentsLiveWebSocketClient.class);
+    private final VoiceAgentWebSocketClientConfiguration configuration;
+
+    BetaVoiceAgentsLiveWebSocketClient(VoiceAgentWebSocketClientConfiguration configuration) {
+        this.configuration = Objects.requireNonNull(configuration, "'configuration' cannot be null.");
+    }
+
+    /**
+     * Opens a WebSocket session using the persisted Live agent configuration.
+     *
+     * @param agentName the Live voice agent name.
+     * @return the connected session.
+     */
+    public BetaVoiceAgentsLiveWebSocketSessionClient openWebSocketSession(String agentName) {
+        return openWebSocketSession(agentName, new VoiceAgentLiveWebSocketConnectionOptions());
+    }
+
+    /**
+     * Opens a WebSocket session. Foundry sends the initial {@code session.start}; consume {@code session.started}
+     * from the event stream before sending application events. No Realtime subprotocol is negotiated.
+     *
+     * @param agentName the Live voice agent name.
+     * @param options the connection options, copied before connecting.
+     * @return the connected session.
+     * @throws IllegalArgumentException if the agent name is empty.
+     */
+    public BetaVoiceAgentsLiveWebSocketSessionClient openWebSocketSession(String agentName,
+        VoiceAgentLiveWebSocketConnectionOptions options) {
+        Objects.requireNonNull(agentName, "'agentName' cannot be null.");
+        if (agentName.isEmpty()) {
+            throw LOGGER.logExceptionAsError(new IllegalArgumentException("'agentName' cannot be empty."));
+        }
+        VoiceAgentLiveWebSocketConnectionOptions snapshot = new VoiceAgentLiveWebSocketConnectionOptions(options);
+        return new BetaVoiceAgentsLiveWebSocketSessionClient(
+            WebSocketSessionTransport.connect(configuration,
+                VoiceAgentWebSocketUtils.buildLiveWebSocketUri(configuration, agentName, snapshot),
+                new WebSocketTransportOptions(snapshot), null,
+                token -> VoiceAgentWebSocketUtils.buildHeaders(configuration, token)),
+            snapshot.getMalformedEventHandler());
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketSessionAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketSessionAsyncClient.java
new file mode 100644
index 0000000000000..352e9034d3723
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketSessionAsyncClient.java
@@ -0,0 +1,148 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
+import com.azure.ai.agents.implementation.realtime.WebSocketSessionAsyncTransport;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.util.AsyncCloseable;
+import com.azure.core.util.BinaryData;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ServerEvent;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+
+import java.util.Objects;
+import java.util.function.Consumer;
+
+/**
+ * An asynchronous bidirectional native GPT Live session.
+ * <p>
+ * Live events can be sent and received using {@link ClientEvent} and {@link ServerEvent}, or as complete JSON objects.
+ * Raw JSON preserves unknown fields, nested {@code response.event} payloads and Foundry {@code conversation_id} values.
+ * Typed and raw receivers share one event subscriber. Close sessions when they are no longer needed.
+ */
+@Beta(warningText = "This class is in preview and may change in future releases.")
+public final class BetaVoiceAgentsLiveWebSocketSessionAsyncClient implements AsyncCloseable, AutoCloseable {
+    private final WebSocketSessionAsyncTransport transport;
+    private final Consumer<Throwable> malformedEventHandler;
+
+    BetaVoiceAgentsLiveWebSocketSessionAsyncClient(WebSocketSessionAsyncTransport transport,
+        Consumer<Throwable> malformedEventHandler) {
+        this.transport = transport;
+        this.malformedEventHandler = malformedEventHandler;
+    }
+
+    /**
+     * Gets the WebSocket endpoint. It may contain structured inputs; do not log sensitive query values.
+     *
+     * @return the endpoint.
+     */
+    public String getEndpoint() {
+        return transport.getEndpoint();
+    }
+
+    /**
+     * Determines whether the transport is open, not whether {@code session.started} has been received.
+     *
+     * @return whether the WebSocket is open.
+     */
+    public boolean isOpen() {
+        return transport.isOpen();
+    }
+
+    /**
+     * Gets the peer close code.
+     *
+     * @return the code, or null if no close frame has been received.
+     */
+    public Integer getCloseCode() {
+        return transport.getCloseCode();
+    }
+
+    /**
+     * Gets the peer close reason.
+     *
+     * @return the reason, or null if no close frame has been received.
+     */
+    public String getCloseReason() {
+        return transport.getCloseReason();
+    }
+
+    /**
+     * Receives native Live server events in wire order, including unknown events.
+     * Messages are not parsed or validated as JSON. Transport errors terminate the stream.
+     *
+     * @return the single-subscriber stream of raw messages.
+     */
+    public Flux<BinaryData> receiveRawEvents() {
+        return transport.receiveEvents();
+    }
+
+    /**
+     * Receives typed native Live server events. Typed and raw receivers share the single-subscriber limit.
+     * Use {@link #receiveRawEvents()} when the original JSON representation is needed.
+     *
+     * @return the typed server event stream.
+     */
+    public Flux<ServerEvent> receiveEvents() {
+        return VoiceAgentWebSocketUtils.decodeEvents(transport.receiveEvents(),
+            json -> OpenAIJsonHelper.fromBinaryData(VoiceAgentWebSocketUtils.deserializeRawEvent(json),
+                ServerEvent.class),
+            malformedEventHandler, () -> transport.closeAsync(1007, "Invalid JSON event").subscribe());
+    }
+
+    /**
+     * Sends a typed native Live command. Foundry supplies {@code session.start}; clients must not send it.
+     *
+     * @param event the command to send.
+     * @return completion after the frame is written.
+     */
+    public Mono<Void> sendEvent(ClientEvent event) {
+        Objects.requireNonNull(event, "'event' cannot be null.");
+        return Mono.defer(() -> sendEvent(OpenAIJsonHelper.toBinaryData(event)));
+    }
+
+    /**
+     * Sends a native Live JSON event. Foundry supplies {@code session.start}; clients must not send it.
+     * The service validates native command semantics, including delegation restrictions.
+     *
+     * @param event the complete JSON object.
+     * @return completion after the frame is written, or an error for invalid JSON or a closed session.
+     */
+    public Mono<Void> sendEvent(BinaryData event) {
+        return transport.sendEvent(event);
+    }
+
+    /**
+     * Closes the WebSocket normally.
+     *
+     * @return completion when the session is closed.
+     */
+    @Override
+    public Mono<Void> closeAsync() {
+        return transport.closeAsync();
+    }
+
+    /**
+     * Closes the WebSocket with the specified close frame. The first asynchronous close request wins.
+     *
+     * @param code a valid WebSocket close code.
+     * @param reason a non-null reason of at most 123 UTF-8 bytes.
+     * @return completion when the session is closed.
+     * @throws IllegalArgumentException if the code or reason is invalid.
+     */
+    public Mono<Void> closeAsync(int code, String reason) {
+        return transport.closeAsync(code, reason);
+    }
+
+    /**
+     * Closes the session, blocking until closure or the configured close timeout.
+     */
+    @Override
+    public void close() {
+        transport.close();
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketSessionClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketSessionClient.java
new file mode 100644
index 0000000000000..0607e5e888035
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsLiveWebSocketSessionClient.java
@@ -0,0 +1,167 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
+import com.azure.ai.agents.implementation.realtime.WebSocketSessionTransport;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.IterableStream;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ServerEvent;
+
+import java.time.Duration;
+import java.util.Objects;
+import java.util.function.Consumer;
+
+/**
+ * A synchronous bidirectional native GPT Live session.
+ * <p>
+ * Events can be sent and received using {@link ClientEvent} and {@link ServerEvent}, or as complete JSON objects.
+ * Raw JSON preserves unknown fields, nested {@code response.event} payloads and Foundry {@code conversation_id} values.
+ * Typed and raw receivers share one event iterator. Close sessions when they are no longer needed.
+ */
+@Beta(warningText = "This class is in preview and may change in future releases.")
+public final class BetaVoiceAgentsLiveWebSocketSessionClient implements AutoCloseable {
+    private final WebSocketSessionTransport transport;
+    private final Consumer<Throwable> malformedEventHandler;
+
+    BetaVoiceAgentsLiveWebSocketSessionClient(WebSocketSessionTransport transport,
+        Consumer<Throwable> malformedEventHandler) {
+        this.transport = transport;
+        this.malformedEventHandler = malformedEventHandler;
+    }
+
+    /**
+     * Gets the WebSocket endpoint. It may contain structured inputs; do not log sensitive query values.
+     *
+     * @return the endpoint.
+     */
+    public String getEndpoint() {
+        return transport.getEndpoint();
+    }
+
+    /**
+     * Determines whether the transport is open, not whether {@code session.started} has been received.
+     *
+     * @return whether the WebSocket is open.
+     */
+    public boolean isOpen() {
+        return transport.isOpen();
+    }
+
+    /**
+     * Gets the peer close code.
+     *
+     * @return the code, or null if no close frame has been received.
+     */
+    public Integer getCloseCode() {
+        return transport.getCloseCode();
+    }
+
+    /**
+     * Gets the peer close reason.
+     *
+     * @return the reason, or null if no close frame has been received.
+     */
+    public String getCloseReason() {
+        return transport.getCloseReason();
+    }
+
+    /**
+     * Receives native Live server events in wire order, including unknown events.
+     * Messages are not parsed or validated as JSON. Transport errors terminate iteration.
+     *
+     * @return the single-consumer stream of raw messages.
+     * @throws IllegalStateException if the receive stream was already claimed.
+     */
+    public IterableStream<BinaryData> receiveRawEvents() {
+        return receiveRawEvents(null);
+    }
+
+    /**
+     * Receives typed native Live server events. Typed and raw receivers share the single-consumer limit.
+     *
+     * @return the typed server event stream.
+     */
+    public IterableStream<ServerEvent> receiveEvents() {
+        return receiveEvents(null);
+    }
+
+    /**
+     * Receives typed native Live events with a timeout per wait. Timeouts leave the session open.
+     * Use {@link #receiveRawEvents(Duration)} when the original JSON representation is needed.
+     *
+     * @param timeout a positive timeout, or null to wait indefinitely.
+     * @return the single-consumer typed event stream.
+     * @throws IllegalArgumentException if the timeout is zero or negative.
+     * @throws IllegalStateException if the receive stream was already claimed, or a wait times out.
+     */
+    public IterableStream<ServerEvent> receiveEvents(Duration timeout) {
+        return VoiceAgentWebSocketUtils.decodeEvents(
+            transport.receiveEvents(timeout), json -> OpenAIJsonHelper
+                .fromBinaryData(VoiceAgentWebSocketUtils.deserializeRawEvent(json), ServerEvent.class),
+            malformedEventHandler, () -> transport.close(1007, "Invalid JSON event"));
+    }
+
+    /**
+     * Sends a typed native Live command. Foundry supplies {@code session.start}; clients must not send it.
+     * This method enqueues the event; returning does not mean the frame has been written to the network.
+     * Later network failures surface through the receive stream and session lifecycle.
+     *
+     * @param event the command to send.
+     * @throws IllegalStateException if the session cannot accept the event.
+     */
+    public void sendEvent(ClientEvent event) {
+        Objects.requireNonNull(event, "'event' cannot be null.");
+        sendEvent(OpenAIJsonHelper.toBinaryData(event));
+    }
+
+    /**
+     * Receives raw Live messages without JSON decoding, with a timeout per wait.
+     * Timeouts leave the session open so iteration can resume.
+     *
+     * @param timeout a positive timeout, or null to wait indefinitely.
+     * @return the single-consumer event stream.
+     * @throws IllegalArgumentException if the timeout is zero or negative.
+     * @throws IllegalStateException if the receive stream was already claimed, or a wait times out.
+     */
+    public IterableStream<BinaryData> receiveRawEvents(Duration timeout) {
+        return transport.receiveEvents(timeout);
+    }
+
+    /**
+     * Sends a native Live JSON event. Foundry supplies {@code session.start}; clients must not send it.
+     * The service validates native command semantics, including delegation restrictions.
+     * This method enqueues the event; returning does not mean the frame has been written to the network.
+     * Later network failures surface through the receive stream and session lifecycle.
+     *
+     * @param event the complete JSON object.
+     * @throws IllegalArgumentException if the event is not a JSON object.
+     * @throws IllegalStateException if the session cannot accept the event.
+     */
+    public void sendEvent(BinaryData event) {
+        transport.sendEvent(event);
+    }
+
+    /**
+     * Closes the WebSocket normally.
+     */
+    @Override
+    public void close() {
+        transport.close();
+    }
+
+    /**
+     * Closes the WebSocket with the specified close frame.
+     *
+     * @param code a valid WebSocket close code.
+     * @param reason a non-null reason of at most 123 UTF-8 bytes.
+     * @throws IllegalArgumentException if the code or reason is invalid.
+     */
+    public void close(int code, String reason) {
+        transport.close(code, reason);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketAsyncClient.java
similarity index 57%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketAsyncClient.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketAsyncClient.java
index 4b5ed49dece92..f3a4fa41d0fc6 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketAsyncClient.java
@@ -4,10 +4,14 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketClientConfiguration;
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
+import com.azure.ai.agents.implementation.realtime.WebSocketSessionAsyncTransport;
+import com.azure.ai.agents.implementation.realtime.WebSocketTransportOptions;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
 import com.azure.core.annotation.ServiceClient;
 import reactor.core.publisher.Mono;
+import reactor.netty.http.client.HttpClient;
 
 import java.util.Objects;
 
@@ -16,10 +20,10 @@
  */
 @ServiceClient(builder = AgentsClientBuilder.class, isAsync = true)
 @Beta(warningText = "This class is in preview and may change in future releases.")
-public final class BetaVoiceAgentWebSocketAsyncClient {
+public final class BetaVoiceAgentsWebSocketAsyncClient {
     private final VoiceAgentWebSocketClientConfiguration configuration;
 
-    BetaVoiceAgentWebSocketAsyncClient(VoiceAgentWebSocketClientConfiguration configuration) {
+    BetaVoiceAgentsWebSocketAsyncClient(VoiceAgentWebSocketClientConfiguration configuration) {
         this.configuration = Objects.requireNonNull(configuration, "'configuration' cannot be null.");
     }
 
@@ -29,7 +33,7 @@ public final class BetaVoiceAgentWebSocketAsyncClient {
      * @param agentName the voice agent name.
      * @return a connected session.
      */
-    public Mono<BetaVoiceAgentWebSocketSessionAsyncClient> openWebSocketSession(String agentName) {
+    public Mono<BetaVoiceAgentsWebSocketSessionAsyncClient> openWebSocketSession(String agentName) {
         return openWebSocketSession(agentName, new VoiceAgentWebSocketConnectionOptions());
     }
 
@@ -40,15 +44,20 @@ public Mono<BetaVoiceAgentWebSocketSessionAsyncClient> openWebSocketSession(Stri
      * @param options connection options.
      * @return a connected session.
      */
-    public Mono<BetaVoiceAgentWebSocketSessionAsyncClient> openWebSocketSession(String agentName,
+    public Mono<BetaVoiceAgentsWebSocketSessionAsyncClient> openWebSocketSession(String agentName,
         VoiceAgentWebSocketConnectionOptions options) {
         Objects.requireNonNull(agentName, "'agentName' cannot be null.");
         Objects.requireNonNull(options, "'options' cannot be null.");
         VoiceAgentWebSocketConnectionOptions optionsSnapshot = new VoiceAgentWebSocketConnectionOptions(options);
         return Mono.defer(() -> {
-            BetaVoiceAgentWebSocketSessionAsyncClient session
-                = new BetaVoiceAgentWebSocketSessionAsyncClient(configuration, agentName, optionsSnapshot);
-            return session.connect().thenReturn(session);
+            WebSocketSessionAsyncTransport transport = new WebSocketSessionAsyncTransport(configuration,
+                VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, agentName, optionsSnapshot),
+                new WebSocketTransportOptions(optionsSnapshot), HttpClient.create(),
+                VoiceAgentWebSocketUtils.SUBPROTOCOL,
+                token -> VoiceAgentWebSocketUtils.buildHeaders(configuration, optionsSnapshot, token));
+            return transport.connect()
+                .thenReturn(new BetaVoiceAgentsWebSocketSessionAsyncClient(transport,
+                    optionsSnapshot.getMalformedEventHandler()));
         });
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketClient.java
similarity index 59%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketClient.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketClient.java
index 232c956f84313..b895f9de9f48e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketClient.java
@@ -4,6 +4,9 @@
 package com.azure.ai.agents;
 
 import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketClientConfiguration;
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
+import com.azure.ai.agents.implementation.realtime.WebSocketSessionTransport;
+import com.azure.ai.agents.implementation.realtime.WebSocketTransportOptions;
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
 import com.azure.core.annotation.ServiceClient;
@@ -16,11 +19,11 @@
  */
 @ServiceClient(builder = AgentsClientBuilder.class)
 @Beta(warningText = "This class is in preview and may change in future releases.")
-public final class BetaVoiceAgentWebSocketClient {
-    private static final ClientLogger LOGGER = new ClientLogger(BetaVoiceAgentWebSocketClient.class);
+public final class BetaVoiceAgentsWebSocketClient {
+    private static final ClientLogger LOGGER = new ClientLogger(BetaVoiceAgentsWebSocketClient.class);
     private final VoiceAgentWebSocketClientConfiguration configuration;
 
-    BetaVoiceAgentWebSocketClient(VoiceAgentWebSocketClientConfiguration configuration) {
+    BetaVoiceAgentsWebSocketClient(VoiceAgentWebSocketClientConfiguration configuration) {
         this.configuration = Objects.requireNonNull(configuration, "'configuration' cannot be null.");
     }
 
@@ -30,7 +33,7 @@ public final class BetaVoiceAgentWebSocketClient {
      * @param agentName the voice agent name.
      * @return a connected session.
      */
-    public BetaVoiceAgentWebSocketSessionClient openWebSocketSession(String agentName) {
+    public BetaVoiceAgentsWebSocketSessionClient openWebSocketSession(String agentName) {
         return openWebSocketSession(agentName, new VoiceAgentWebSocketConnectionOptions());
     }
 
@@ -39,17 +42,22 @@ public BetaVoiceAgentWebSocketSessionClient openWebSocketSession(String agentNam
      *
      * @param agentName the voice agent name.
      * @param options connection options.
-    * @throws IllegalArgumentException if {@code agentName} is empty.
      * @return a connected session.
+     * @throws IllegalArgumentException if {@code agentName} is empty.
      */
-    public BetaVoiceAgentWebSocketSessionClient openWebSocketSession(String agentName,
+    public BetaVoiceAgentsWebSocketSessionClient openWebSocketSession(String agentName,
         VoiceAgentWebSocketConnectionOptions options) {
         Objects.requireNonNull(agentName, "'agentName' cannot be null.");
         if (agentName.isEmpty()) {
             throw LOGGER.logExceptionAsError(new IllegalArgumentException("'agentName' cannot be empty."));
         }
         Objects.requireNonNull(options, "'options' cannot be null.");
-        return BetaVoiceAgentWebSocketSessionClient.connect(configuration, agentName,
-            new VoiceAgentWebSocketConnectionOptions(options));
+        VoiceAgentWebSocketConnectionOptions snapshot = new VoiceAgentWebSocketConnectionOptions(options);
+        return new BetaVoiceAgentsWebSocketSessionClient(
+            WebSocketSessionTransport.connect(configuration,
+                VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, agentName, snapshot),
+                new WebSocketTransportOptions(snapshot), VoiceAgentWebSocketUtils.SUBPROTOCOL,
+                token -> VoiceAgentWebSocketUtils.buildHeaders(configuration, snapshot, token)),
+            snapshot.getMalformedEventHandler());
     }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionAsyncClient.java
new file mode 100644
index 0000000000000..b5c58bacf8bbd
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionAsyncClient.java
@@ -0,0 +1,271 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
+import com.azure.ai.agents.implementation.realtime.WebSocketSessionAsyncTransport;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.ai.agents.models.RealtimeClientEvent;
+import com.azure.ai.agents.models.RealtimeConversationItem;
+import com.azure.ai.agents.models.RealtimeConversationItemCreateEvent;
+import com.azure.ai.agents.models.RealtimeConversationItemFunctionCallOutput;
+import com.azure.ai.agents.models.RealtimeConversationItemUserMessage;
+import com.azure.ai.agents.models.RealtimeInputAudioBufferAppendEvent;
+import com.azure.ai.agents.models.RealtimeInputAudioBufferClearEvent;
+import com.azure.ai.agents.models.RealtimeInputAudioBufferCommitEvent;
+import com.azure.ai.agents.models.RealtimeResponseCancelEvent;
+import com.azure.ai.agents.models.RealtimeResponseCreateEvent;
+import com.azure.ai.agents.models.RealtimeServerEvent;
+import com.azure.ai.agents.models.VoiceAgentResponseCreateOptions;
+import com.azure.core.util.AsyncCloseable;
+import com.azure.core.util.BinaryData;
+import com.openai.models.realtime.RealtimeConversationItemUserMessage.Content;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+
+import java.io.IOException;
+import java.util.Base64;
+import java.util.Collections;
+import java.util.Objects;
+import java.util.function.Consumer;
+
+/**
+ * An asynchronous bidirectional realtime session connected to a Foundry voice agent.
+ *
+ * <p>Instances are created by {@link BetaVoiceAgentsWebSocketAsyncClient#openWebSocketSession(String)}. A session supports one
+ * subscriber to {@link #receiveEvents()}. Close the session when it is no longer needed.</p>
+ */
+@Beta(warningText = "This class is in preview and may change in future releases.")
+public final class BetaVoiceAgentsWebSocketSessionAsyncClient implements AsyncCloseable, AutoCloseable {
+    private final WebSocketSessionAsyncTransport transport;
+    private final Consumer<Throwable> malformedEventHandler;
+
+    BetaVoiceAgentsWebSocketSessionAsyncClient(WebSocketSessionAsyncTransport transport,
+        Consumer<Throwable> malformedEventHandler) {
+        this.transport = transport;
+        this.malformedEventHandler = malformedEventHandler;
+    }
+
+    /**
+     * Gets the WebSocket endpoint used by this session.
+     *
+     * @return the WebSocket endpoint.
+     */
+    public String getEndpoint() {
+        return transport.getEndpoint();
+    }
+
+    /**
+     * Determines whether the WebSocket session is open.
+     *
+     * @return {@code true} when the session is open.
+     */
+    public boolean isOpen() {
+        return transport.isOpen();
+    }
+
+    /**
+     * Gets the peer close code after the session closes.
+     *
+     * @return the close code, or {@code null} when no close frame has been received.
+     */
+    public Integer getCloseCode() {
+        return transport.getCloseCode();
+    }
+
+    /**
+     * Gets the peer close reason after the session closes.
+     *
+     * @return the close reason, or {@code null} when no close frame has been received.
+     */
+    public String getCloseReason() {
+        return transport.getCloseReason();
+    }
+
+    /**
+     * Receives typed server events in wire order. Only one subscriber is supported per session.
+     *
+     * @return the server event stream.
+     */
+    public Flux<RealtimeServerEvent> receiveEvents() {
+        return VoiceAgentWebSocketUtils.decodeEvents(transport.receiveEvents(),
+            VoiceAgentWebSocketUtils::deserializeEvent, malformedEventHandler,
+            () -> transport.closeAsync(1007, "Invalid JSON event").subscribe());
+    }
+
+    /**
+     * Sends a typed realtime client event.
+     *
+     * @param event the event to send.
+     * @return a completion signal emitted after the frame is written.
+     */
+    public Mono<Void> sendEvent(RealtimeClientEvent event) {
+        Objects.requireNonNull(event, "'event' cannot be null.");
+        return Mono.defer(() -> {
+            try {
+                return transport.sendEvent(BinaryData.fromString(event.toJsonString()));
+            } catch (IOException error) {
+                return Mono
+                    .error(new IllegalArgumentException("Failed to serialize the realtime client event.", error));
+            }
+        });
+    }
+
+    /**
+     * Sends a JSON object, including event types and fields unknown to this SDK.
+     *
+     * @param event the complete JSON event.
+     * @return completion after the frame is written, or an error for invalid JSON or a closed session.
+     */
+    public Mono<Void> sendEvent(BinaryData event) {
+        return transport.sendEvent(event);
+    }
+
+    /**
+     * Adds an item to the session conversation.
+     *
+     * @param item the item to add.
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> createConversationItem(RealtimeConversationItem item) {
+        return createConversationItem(item, null);
+    }
+
+    /**
+     * Adds an item after a specific conversation item.
+     *
+     * @param item the item to add.
+     * @param previousItemId the preceding item identifier, or {@code null} to append.
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> createConversationItem(RealtimeConversationItem item, String previousItemId) {
+        Objects.requireNonNull(item, "'item' cannot be null.");
+        return sendEvent(new RealtimeConversationItemCreateEvent(item).setPreviousItemId(previousItemId));
+    }
+
+    /**
+     * Adds a user text message to the session conversation.
+     *
+     * @param text the user message.
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> sendText(String text) {
+        Objects.requireNonNull(text, "'text' cannot be null.");
+        Content content = Content.builder().type(Content.Type.INPUT_TEXT).text(text).build();
+        return createConversationItem(new RealtimeConversationItemUserMessage(Collections.singletonList(content)));
+    }
+
+    /**
+     * Appends PCM or encoded audio bytes to the input audio buffer.
+     *
+     * @param audio the bytes in the input format configured by the voice agent.
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> appendInputAudio(BinaryData audio) {
+        Objects.requireNonNull(audio, "'audio' cannot be null.");
+        String encoded = Base64.getEncoder().encodeToString(audio.toBytes());
+        return sendEvent(new RealtimeInputAudioBufferAppendEvent(encoded));
+    }
+
+    /**
+     * Clears the input audio buffer.
+     *
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> clearInputAudio() {
+        return sendEvent(new RealtimeInputAudioBufferClearEvent());
+    }
+
+    /**
+     * Commits the input audio buffer.
+     *
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> commitInputAudio() {
+        return sendEvent(new RealtimeInputAudioBufferCommitEvent());
+    }
+
+    /**
+     * Requests a response using the persisted voice-agent configuration.
+     *
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> createResponse() {
+        return sendEvent(new RealtimeResponseCreateEvent());
+    }
+
+    /**
+     * Requests a response with per-response options.
+     *
+     * @param responseOptions the response options.
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> createResponse(VoiceAgentResponseCreateOptions responseOptions) {
+        Objects.requireNonNull(responseOptions, "'responseOptions' cannot be null.");
+        return sendEvent(new RealtimeResponseCreateEvent().setResponse(responseOptions));
+    }
+
+    /**
+     * Cancels the response currently writing to the default conversation.
+     *
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> cancelResponse() {
+        return sendEvent(new RealtimeResponseCancelEvent());
+    }
+
+    /**
+     * Cancels a specific response.
+     *
+     * @param responseId the response identifier.
+     * @return a completion signal emitted after the event is written.
+     */
+    public Mono<Void> cancelResponse(String responseId) {
+        Objects.requireNonNull(responseId, "'responseId' cannot be null.");
+        return sendEvent(new RealtimeResponseCancelEvent().setResponseId(responseId));
+    }
+
+    /**
+     * Sends a function-call result and requests the next response.
+     *
+     * @param callId the function call identifier.
+     * @param output the serialized function result.
+     * @return a completion signal emitted after both events are written.
+     */
+    public Mono<Void> sendFunctionCallOutput(String callId, String output) {
+        RealtimeConversationItemFunctionCallOutput item
+            = new RealtimeConversationItemFunctionCallOutput(callId, output);
+        return createConversationItem(item).then(createResponse());
+    }
+
+    /**
+     * Closes the WebSocket session.
+     *
+     * @return a completion signal for closing the session.
+     */
+    @Override
+    public Mono<Void> closeAsync() {
+        return transport.closeAsync();
+    }
+
+    /**
+     * Closes the session with an application-selected WebSocket close frame.
+     * The first requested close frame wins when close is called more than once.
+     *
+     * @param code a valid WebSocket close code.
+     * @param reason non-null reason of at most 123 UTF-8 bytes.
+     * @return a completion signal, or an error if the code or reason is invalid.
+     */
+    public Mono<Void> closeAsync(int code, String reason) {
+        return transport.closeAsync(code, reason);
+    }
+
+    /**
+     * Closes the WebSocket session synchronously.
+     */
+    @Override
+    public void close() {
+        transport.close();
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionClient.java
new file mode 100644
index 0000000000000..422090b0aae86
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionClient.java
@@ -0,0 +1,254 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
+import com.azure.ai.agents.implementation.realtime.WebSocketSessionTransport;
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.ai.agents.models.RealtimeClientEvent;
+import com.azure.ai.agents.models.RealtimeConversationItem;
+import com.azure.ai.agents.models.RealtimeConversationItemCreateEvent;
+import com.azure.ai.agents.models.RealtimeConversationItemFunctionCallOutput;
+import com.azure.ai.agents.models.RealtimeConversationItemUserMessage;
+import com.azure.ai.agents.models.RealtimeInputAudioBufferAppendEvent;
+import com.azure.ai.agents.models.RealtimeInputAudioBufferClearEvent;
+import com.azure.ai.agents.models.RealtimeInputAudioBufferCommitEvent;
+import com.azure.ai.agents.models.RealtimeResponseCancelEvent;
+import com.azure.ai.agents.models.RealtimeResponseCreateEvent;
+import com.azure.ai.agents.models.RealtimeServerEvent;
+import com.azure.ai.agents.models.VoiceAgentResponseCreateOptions;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.IterableStream;
+import com.azure.core.util.logging.ClientLogger;
+import com.openai.models.realtime.RealtimeConversationItemUserMessage.Content;
+
+import java.io.IOException;
+import java.time.Duration;
+import java.util.Base64;
+import java.util.Collections;
+import java.util.Objects;
+import java.util.function.Consumer;
+
+/**
+ * A synchronous bidirectional realtime session connected to a Foundry voice agent.
+ */
+@Beta(warningText = "This class is in preview and may change in future releases.")
+public final class BetaVoiceAgentsWebSocketSessionClient implements AutoCloseable {
+    private static final ClientLogger LOGGER = new ClientLogger(BetaVoiceAgentsWebSocketSessionClient.class);
+    private final WebSocketSessionTransport transport;
+    private final Consumer<Throwable> malformedEventHandler;
+
+    BetaVoiceAgentsWebSocketSessionClient(WebSocketSessionTransport transport,
+        Consumer<Throwable> malformedEventHandler) {
+        this.transport = transport;
+        this.malformedEventHandler = malformedEventHandler;
+    }
+
+    /**
+     * Gets the WebSocket endpoint used by this session.
+     *
+     * @return the WebSocket endpoint.
+     */
+    public String getEndpoint() {
+        return transport.getEndpoint();
+    }
+
+    /**
+     * Determines whether the session is open.
+     *
+     * @return {@code true} when the session is open.
+     */
+    public boolean isOpen() {
+        return transport.isOpen();
+    }
+
+    /**
+     * Gets the peer close code.
+     *
+     * @return the close code, or {@code null}.
+     */
+    public Integer getCloseCode() {
+        return transport.getCloseCode();
+    }
+
+    /**
+     * Gets the peer close reason.
+     *
+     * @return the close reason, or {@code null}.
+     */
+    public String getCloseReason() {
+        return transport.getCloseReason();
+    }
+
+    /**
+     * Receives typed server events in wire order. The returned stream may be iterated once.
+     *
+     * @return the server event stream.
+     * @throws IllegalStateException if the event stream has already been claimed.
+     */
+    public IterableStream<RealtimeServerEvent> receiveEvents() {
+        return receiveEvents(null);
+    }
+
+    /**
+     * Receives events with a timeout for each wait. A timeout leaves the session open and the iterator can be retried.
+     *
+     * @param timeout positive per-event timeout, or null to wait indefinitely.
+     * @return the single-consumer event stream.
+     * @throws IllegalArgumentException if timeout is zero or negative.
+     * @throws IllegalStateException if another receiver exists or a wait times out (with a TimeoutException cause).
+     */
+    public IterableStream<RealtimeServerEvent> receiveEvents(Duration timeout) {
+        return VoiceAgentWebSocketUtils.decodeEvents(transport.receiveEvents(timeout),
+            VoiceAgentWebSocketUtils::deserializeEvent, malformedEventHandler,
+            () -> transport.close(1007, "Invalid JSON event"));
+    }
+
+    /**
+     * Sends a typed realtime client event.
+     *
+     * @param event the event to send.
+     * @throws IllegalArgumentException if the event cannot be serialized.
+     * @throws IllegalStateException if the session is closed or cannot accept another event.
+     */
+    public void sendEvent(RealtimeClientEvent event) {
+        Objects.requireNonNull(event, "'event' cannot be null.");
+        try {
+            transport.sendEvent(BinaryData.fromString(event.toJsonString()));
+        } catch (IOException error) {
+            throw LOGGER.logExceptionAsError(
+                new IllegalArgumentException("Failed to serialize the realtime client event.", error));
+        }
+    }
+
+    /**
+     * Sends a JSON object, including event types and fields unknown to this SDK.
+     *
+     * @param event the complete JSON event.
+     * @throws IllegalArgumentException if the event is not a JSON object.
+     * @throws IllegalStateException if the session cannot accept the event.
+     */
+    public void sendEvent(BinaryData event) {
+        transport.sendEvent(event);
+    }
+
+    /**
+     * Adds a conversation item.
+     *
+     * @param item the item to add.
+     */
+    public void createConversationItem(RealtimeConversationItem item) {
+        createConversationItem(item, null);
+    }
+
+    /**
+     * Adds a conversation item after another item.
+     *
+     * @param item the item to add.
+     * @param previousItemId the preceding item identifier.
+     */
+    public void createConversationItem(RealtimeConversationItem item, String previousItemId) {
+        Objects.requireNonNull(item, "'item' cannot be null.");
+        sendEvent(new RealtimeConversationItemCreateEvent(item).setPreviousItemId(previousItemId));
+    }
+
+    /**
+     * Adds a user text message.
+     *
+     * @param text the user message.
+     */
+    public void sendText(String text) {
+        Objects.requireNonNull(text, "'text' cannot be null.");
+        Content content = Content.builder().type(Content.Type.INPUT_TEXT).text(text).build();
+        createConversationItem(new RealtimeConversationItemUserMessage(Collections.singletonList(content)));
+    }
+
+    /**
+     * Appends audio to the input buffer.
+     *
+     * @param audio the audio bytes.
+     */
+    public void appendInputAudio(BinaryData audio) {
+        Objects.requireNonNull(audio, "'audio' cannot be null.");
+        sendEvent(new RealtimeInputAudioBufferAppendEvent(Base64.getEncoder().encodeToString(audio.toBytes())));
+    }
+
+    /**
+     * Clears the input audio buffer.
+     */
+    public void clearInputAudio() {
+        sendEvent(new RealtimeInputAudioBufferClearEvent());
+    }
+
+    /**
+     * Commits the input audio buffer.
+     */
+    public void commitInputAudio() {
+        sendEvent(new RealtimeInputAudioBufferCommitEvent());
+    }
+
+    /**
+     * Requests a response using the voice agent's configuration.
+     */
+    public void createResponse() {
+        sendEvent(new RealtimeResponseCreateEvent());
+    }
+
+    /**
+     * Requests a response with per-response options.
+     *
+     * @param responseOptions response options.
+     */
+    public void createResponse(VoiceAgentResponseCreateOptions responseOptions) {
+        Objects.requireNonNull(responseOptions, "'responseOptions' cannot be null.");
+        sendEvent(new RealtimeResponseCreateEvent().setResponse(responseOptions));
+    }
+
+    /**
+     * Cancels the active response.
+     */
+    public void cancelResponse() {
+        sendEvent(new RealtimeResponseCancelEvent());
+    }
+
+    /**
+     * Cancels a specific response.
+     *
+     * @param responseId the response identifier.
+     */
+    public void cancelResponse(String responseId) {
+        Objects.requireNonNull(responseId, "'responseId' cannot be null.");
+        sendEvent(new RealtimeResponseCancelEvent().setResponseId(responseId));
+    }
+
+    /**
+     * Sends a function-call result and requests the next response.
+     *
+     * @param callId the function call identifier.
+     * @param output the serialized function output.
+     */
+    public void sendFunctionCallOutput(String callId, String output) {
+        createConversationItem(new RealtimeConversationItemFunctionCallOutput(callId, output));
+        createResponse();
+    }
+
+    /**
+     * Closes the session.
+     */
+    @Override
+    public void close() {
+        transport.close();
+    }
+
+    /**
+     * Closes the session with an application-selected WebSocket close frame.
+     *
+     * @param code a valid WebSocket close code.
+     * @param reason non-null reason of at most 123 UTF-8 bytes.
+     * @throws IllegalArgumentException if the code or reason is invalid.
+     */
+    public void close(int code, String reason) {
+        transport.close(code, reason);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/OpenAIJsonHelper.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/OpenAIJsonHelper.java
index 6d7c41624bd0f..ed80f517b9b6a 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/OpenAIJsonHelper.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/OpenAIJsonHelper.java
@@ -4,6 +4,8 @@
 package com.azure.ai.agents.implementation;
 
 import com.azure.core.util.BinaryData;
+import com.azure.core.util.logging.ClientLogger;
+import com.azure.core.util.serializer.JsonSerializer;
 import com.azure.json.JsonProviders;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonSerializable;
@@ -16,16 +18,53 @@
 import com.openai.models.responses.ResponseCreateParams;
 
 import java.io.IOException;
+import java.io.InputStream;
+import java.io.OutputStream;
 import java.io.StringReader;
+import java.io.UncheckedIOException;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;
+import reactor.core.publisher.Mono;
 
 public final class OpenAIJsonHelper {
 
+    private static final ClientLogger LOGGER = new ClientLogger(OpenAIJsonHelper.class);
     private static final ObjectMapper OPENAI_MODEL_MAPPER = ObjectMappers.jsonMapper();
 
+    private static final JsonSerializer OPENAI_MODEL_SERIALIZER = new JsonSerializer() {
+        @Override
+        public <T> T deserialize(InputStream stream, com.azure.core.util.serializer.TypeReference<T> typeReference) {
+            try {
+                return OPENAI_MODEL_MAPPER.readValue(stream,
+                    OPENAI_MODEL_MAPPER.constructType(typeReference.getJavaType()));
+            } catch (IOException error) {
+                throw LOGGER.logExceptionAsError(new UncheckedIOException(error));
+            }
+        }
+
+        @Override
+        public <T> Mono<T> deserializeAsync(InputStream stream,
+            com.azure.core.util.serializer.TypeReference<T> typeReference) {
+            return Mono.fromCallable(() -> deserialize(stream, typeReference));
+        }
+
+        @Override
+        public void serialize(OutputStream stream, Object value) {
+            try {
+                stream.write(OPENAI_MODEL_MAPPER.writeValueAsBytes(value));
+            } catch (IOException error) {
+                throw LOGGER.logExceptionAsError(new UncheckedIOException(error));
+            }
+        }
+
+        @Override
+        public Mono<Void> serializeAsync(OutputStream stream, Object value) {
+            return Mono.fromRunnable(() -> serialize(stream, value));
+        }
+    };
+
     private static final ObjectMapper MAPPER = ObjectMappers.jsonMapper()
         .rebuild()
         .configure(MapperFeature.AUTO_DETECT_FIELDS, true)
@@ -114,10 +153,7 @@ public static BinaryData toBinaryData(Object openAIObject) {
         }
         try {
             String json = OPENAI_MODEL_MAPPER.writeValueAsString(openAIObject);
-            try (JsonReader reader = JsonProviders.createReader(new StringReader(json))) {
-                reader.nextToken();
-                return BinaryData.fromObject(reader.readUntyped());
-            }
+            return BinaryData.fromObject(OPENAI_MODEL_MAPPER.readTree(json), OPENAI_MODEL_SERIALIZER);
         } catch (IOException e) {
             throw new RuntimeException("Failed to convert OpenAI type to BinaryData", e);
         }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketClientConfiguration.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketClientConfiguration.java
index d123c4d966303..3b154026caa09 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketClientConfiguration.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketClientConfiguration.java
@@ -80,7 +80,7 @@ public String getUserAgent() {
     /**
      * Gets safe additional headers.
      *
-    * @return safe additional headers, or {@code null}.
+     * @return safe additional headers, or {@code null}.
      */
     public HttpHeaders getHeaders() {
         return headers;
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketUtils.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketUtils.java
index 1ee135629245e..fe292a2882e1e 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketUtils.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/VoiceAgentWebSocketUtils.java
@@ -6,6 +6,7 @@
 import com.azure.ai.agents.implementation.models.AgentDefinitionOptInKeys;
 import com.azure.ai.agents.models.RawRealtimeServerEvent;
 import com.azure.ai.agents.models.RealtimeServerEvent;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
 import com.azure.ai.agents.models.VoiceAgentTransport;
 import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
 import com.azure.core.credential.TokenRequestContext;
@@ -13,10 +14,14 @@
 import com.azure.core.http.HttpHeaderName;
 import com.azure.core.http.HttpHeaders;
 import com.azure.core.util.BinaryData;
+import com.azure.core.util.IterableStream;
 import com.azure.core.util.UrlBuilder;
+import com.azure.core.util.logging.ClientLogger;
 import com.azure.json.JsonProviders;
 import com.azure.json.JsonReader;
 import com.azure.json.JsonToken;
+import reactor.core.publisher.Flux;
+
 import java.io.IOException;
 import java.io.UnsupportedEncodingException;
 import java.net.URI;
@@ -25,10 +30,77 @@
 import java.nio.charset.CharacterCodingException;
 import java.nio.charset.CodingErrorAction;
 import java.nio.charset.StandardCharsets;
+import java.util.Iterator;
 import java.util.Locale;
+import java.util.NoSuchElementException;
 import java.util.Objects;
+import java.util.function.Consumer;
 
 public final class VoiceAgentWebSocketUtils {
+    private static final ClientLogger LOGGER = new ClientLogger(VoiceAgentWebSocketUtils.class);
+
+    public static <T> IterableStream<T> decodeEvents(IterableStream<BinaryData> messages,
+        WebSocketEventDecoder<T> decoder, Consumer<Throwable> malformedEventHandler, Runnable closeOnError) {
+        return IterableStream.of(() -> new Iterator<T>() {
+            private final Iterator<BinaryData> source = messages.iterator();
+            private T next;
+            private boolean terminated;
+
+            @Override
+            public boolean hasNext() {
+                while (next == null && !terminated && source.hasNext()) {
+                    BinaryData message = source.next();
+                    try {
+                        next = decodeEvent(message, decoder, malformedEventHandler);
+                    } catch (RuntimeException error) {
+                        terminated = true;
+                        closeOnError.run();
+                        throw LOGGER.logExceptionAsError(error);
+                    }
+                }
+                return next != null;
+            }
+
+            @Override
+            public T next() {
+                if (!hasNext()) {
+                    throw LOGGER.logExceptionAsError(new NoSuchElementException());
+                }
+                T event = next;
+                next = null;
+                return event;
+            }
+        });
+    }
+
+    public static <T> Flux<T> decodeEvents(Flux<BinaryData> messages, WebSocketEventDecoder<T> decoder,
+        Consumer<Throwable> malformedEventHandler, Runnable closeOnError) {
+        return messages.handle((message, sink) -> {
+            try {
+                T event = decodeEvent(message, decoder, malformedEventHandler);
+                if (event != null) {
+                    sink.next(event);
+                }
+            } catch (RuntimeException error) {
+                closeOnError.run();
+                sink.error(error);
+            }
+        });
+    }
+
+    private static <T> T decodeEvent(BinaryData message, WebSocketEventDecoder<T> decoder,
+        Consumer<Throwable> malformedEventHandler) {
+        try {
+            return decoder.decode(message.toString());
+        } catch (IOException | RuntimeException error) {
+            if (malformedEventHandler != null) {
+                malformedEventHandler.accept(error);
+                return null;
+            }
+            throw LOGGER.logExceptionAsError(new IllegalArgumentException("Invalid JSON event.", error));
+        }
+    }
+
     public static String decodeEvent(byte[] bytes) throws CharacterCodingException {
         return StandardCharsets.UTF_8.newDecoder()
             .onMalformedInput(CodingErrorAction.REPORT)
@@ -71,6 +143,12 @@ public static RealtimeServerEvent deserializeEvent(String json) throws IOExcepti
     private VoiceAgentWebSocketUtils() {
     }
 
+    public static BinaryData deserializeRawEvent(String json) {
+        BinaryData event = BinaryData.fromString(json);
+        validateEvent(event);
+        return event;
+    }
+
     public static void validateClose(int code, String reason) {
         if (code < 1000
             || code >= 5000
@@ -98,11 +176,37 @@ private static boolean isProtectedHeader(String name) {
 
     public static URI buildWebSocketUri(VoiceAgentWebSocketClientConfiguration configuration, String agentName,
         VoiceAgentWebSocketConnectionOptions options) {
+        UrlBuilder url = buildSessionUrl(configuration, agentName, "", options.isStoreEnabled(),
+            options.getAgentVersionOverride());
+        VoiceAgentTransport transport = options.getTransportType();
+        url.setQueryParameter("transport", transport == null ? "websocket" : encode(transport.toString()));
+        if (options.getAgentSessionId() != null) {
+            url.setQueryParameter("agent_session_id", encode(options.getAgentSessionId()));
+        }
+        return URI.create(url.toString());
+    }
+
+    public static URI buildLiveWebSocketUri(VoiceAgentWebSocketClientConfiguration configuration, String agentName,
+        VoiceAgentLiveWebSocketConnectionOptions options) {
+        UrlBuilder url = buildSessionUrl(configuration, agentName, "/live/sessions", options.isStoreEnabled(),
+            options.getAgentVersionOverride());
+        if (options.getStructuredInputs() != null) {
+            url.setQueryParameter("structured_inputs", encode(options.getStructuredInputs()));
+        }
+        return URI.create(url.toString());
+    }
+
+    private static UrlBuilder buildSessionUrl(VoiceAgentWebSocketClientConfiguration configuration, String agentName,
+        String suffix, Boolean store, String agentVersionOverride) {
+        Objects.requireNonNull(agentName, "'agentName' cannot be null.");
+        if (agentName.isEmpty()) {
+            throw new IllegalArgumentException("'agentName' cannot be empty.");
+        }
+        if (!suffix.isEmpty() && !suffix.startsWith("/")) {
+            throw new IllegalArgumentException("A voice-agent route suffix must start with '/'.");
+        }
         URI endpoint = configuration.getEndpoint();
-        String scheme;
-        if ("https".equalsIgnoreCase(endpoint.getScheme()) || "wss".equalsIgnoreCase(endpoint.getScheme())) {
-            scheme = "wss";
-        } else {
+        if (!"https".equalsIgnoreCase(endpoint.getScheme()) && !"wss".equalsIgnoreCase(endpoint.getScheme())) {
             throw new IllegalArgumentException(
                 "Voice-agent WebSocket endpoints must use https or wss to protect credentials.");
         }
@@ -112,23 +216,20 @@ public static URI buildWebSocketUri(VoiceAgentWebSocketClientConfiguration confi
         }
 
         String basePath = endpoint.getRawPath() == null ? "" : endpoint.getRawPath().replaceAll("/$", "");
-        String path = basePath + "/agents/" + encode(agentName) + "/endpoint/protocols/voice";
-        URI baseUri = URI.create(scheme + "://" + endpoint.getRawAuthority() + path);
-        UrlBuilder url = UrlBuilder.parse(baseUri.toString());
+        String path = basePath + "/agents/" + encode(agentName) + "/endpoint/protocols/voice" + suffix;
+        UrlBuilder url = UrlBuilder.parse(endpoint.toString()).setScheme("wss").setPath(path);
+        // Initialize the lazy query before clearing it; the pinned Azure Core version otherwise retains it.
+        url.getQuery();
+        url.clearQuery();
         url.setQueryParameter("api-version", encode(configuration.getApiVersion()));
         url.setQueryParameter("x-ms-client-sdk", encode(configuration.getUserAgent()));
-        VoiceAgentTransport transport = options.getTransportType();
-        url.setQueryParameter("transport", transport == null ? "websocket" : encode(transport.toString()));
-        if (options.isStoreEnabled() != null) {
-            url.setQueryParameter("store", options.isStoreEnabled().toString());
+        if (store != null) {
+            url.setQueryParameter("store", store.toString());
         }
-        if (options.getAgentVersionOverride() != null) {
-            url.setQueryParameter("x-agent-version-override", encode(options.getAgentVersionOverride()));
+        if (agentVersionOverride != null) {
+            url.setQueryParameter("x-agent-version-override", encode(agentVersionOverride));
         }
-        if (options.getAgentSessionId() != null) {
-            url.setQueryParameter("agent_session_id", encode(options.getAgentSessionId()));
-        }
-        return URI.create(url.toString());
+        return url;
     }
 
     public static TokenRequestContext createTokenRequestContext() {
@@ -137,6 +238,14 @@ public static TokenRequestContext createTokenRequestContext() {
 
     public static HttpHeaders buildHeaders(VoiceAgentWebSocketClientConfiguration configuration,
         VoiceAgentWebSocketConnectionOptions options, String token) {
+        HttpHeaders headers = buildHeaders(configuration, token);
+        if (options.getStructuredInputs() != null) {
+            headers.set(HttpHeaderName.fromString("x-ms-voice-structured-inputs"), options.getStructuredInputs());
+        }
+        return headers;
+    }
+
+    public static HttpHeaders buildHeaders(VoiceAgentWebSocketClientConfiguration configuration, String token) {
         HttpHeaders headers = new HttpHeaders().set(HttpHeaderName.USER_AGENT, configuration.getUserAgent());
         if (configuration.getHeaders() != null) {
             for (HttpHeader header : configuration.getHeaders()) {
@@ -147,9 +256,6 @@ public static HttpHeaders buildHeaders(VoiceAgentWebSocketClientConfiguration co
         }
         headers.set(HttpHeaderName.fromString("Foundry-Features"),
             AgentDefinitionOptInKeys.VOICE_AGENTS_V1_PREVIEW.toString());
-        if (options.getStructuredInputs() != null) {
-            headers.set(HttpHeaderName.fromString("x-ms-voice-structured-inputs"), options.getStructuredInputs());
-        }
         return headers.set(HttpHeaderName.AUTHORIZATION, "Bearer " + token);
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketEventDecoder.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketEventDecoder.java
new file mode 100644
index 0000000000000..487f459f81e66
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketEventDecoder.java
@@ -0,0 +1,15 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.realtime;
+
+import java.io.IOException;
+
+/**
+ * Decodes a raw message in a protocol session client.
+ * @param <T> the decoded event type.
+ */
+@FunctionalInterface
+public interface WebSocketEventDecoder<T> {
+    T decode(String json) throws IOException;
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionAsyncClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionAsyncTransport.java
similarity index 51%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionAsyncClient.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionAsyncTransport.java
index 06cba1221d988..2e867c929c615 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionAsyncClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionAsyncTransport.java
@@ -1,37 +1,17 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 
-package com.azure.ai.agents;
-
-import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketClientConfiguration;
-import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketHandshakeHandler;
-import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketHttpResponse;
-import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.ai.agents.models.RealtimeClientEvent;
-import com.azure.ai.agents.models.RealtimeConversationItemCreateEvent;
-import com.azure.ai.agents.models.RealtimeInputAudioBufferAppendEvent;
-import com.azure.ai.agents.models.RealtimeInputAudioBufferClearEvent;
-import com.azure.ai.agents.models.RealtimeInputAudioBufferCommitEvent;
-import com.azure.ai.agents.models.RealtimeResponseCancelEvent;
-import com.azure.ai.agents.models.RealtimeResponseCreateEvent;
-import com.azure.ai.agents.models.RealtimeConversationItem;
-import com.azure.ai.agents.models.RealtimeConversationItemFunctionCallOutput;
-import com.azure.ai.agents.models.RealtimeConversationItemUserMessage;
-import com.azure.ai.agents.models.RealtimeServerEvent;
-import com.azure.ai.agents.models.VoiceAgentResponseCreateOptions;
-import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
+package com.azure.ai.agents.implementation.realtime;
+
 import com.azure.core.credential.AccessToken;
-import com.azure.core.credential.TokenRequestContext;
 import com.azure.core.exception.ClientAuthenticationException;
 import com.azure.core.exception.HttpResponseException;
 import com.azure.core.exception.ResourceModifiedException;
 import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.http.HttpHeader;
+import com.azure.core.http.HttpHeaders;
 import com.azure.core.http.ProxyOptions;
-import com.azure.core.util.AsyncCloseable;
 import com.azure.core.util.BinaryData;
-import com.openai.models.realtime.RealtimeConversationItemUserMessage.Content;
 import com.azure.core.util.logging.ClientLogger;
 import io.netty.channel.Channel;
 import io.netty.channel.ChannelOption;
@@ -39,18 +19,6 @@
 import io.netty.handler.codec.http.websocketx.TextWebSocketFrame;
 import io.netty.handler.codec.http.websocketx.WebSocketClientHandshakeException;
 import io.netty.handler.codec.http.websocketx.WebSocketFrame;
-import java.io.IOException;
-import java.net.URI;
-import java.time.Duration;
-import java.util.Base64;
-import java.util.Collections;
-import java.util.Objects;
-import java.util.Queue;
-import java.util.concurrent.ArrayBlockingQueue;
-import java.util.concurrent.CancellationException;
-import java.util.concurrent.Semaphore;
-import java.util.concurrent.atomic.AtomicBoolean;
-import java.util.concurrent.atomic.AtomicReference;
 import reactor.core.Disposable;
 import reactor.core.publisher.Flux;
 import reactor.core.publisher.Mono;
@@ -62,161 +30,100 @@
 import reactor.netty.http.websocket.WebsocketOutbound;
 import reactor.netty.transport.ProxyProvider;
 
+import java.io.IOException;
+import java.net.URI;
+import java.time.Duration;
+import java.util.Objects;
+import java.util.Queue;
+import java.util.concurrent.ArrayBlockingQueue;
+import java.util.concurrent.CancellationException;
+import java.util.concurrent.Semaphore;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Function;
+
 /**
- * An asynchronous bidirectional realtime session connected to a Foundry voice agent.
- *
- * <p>Instances are created by {@link BetaVoiceAgentWebSocketAsyncClient#openWebSocketSession(String)}. A session supports one
- * subscriber to {@link #receiveEvents()}. Close the session when it is no longer needed.</p>
+ * Shared asynchronous WebSocket connection and raw message I/O.
  */
-@Beta(warningText = "This class is in preview and may change in future releases.")
-public final class BetaVoiceAgentWebSocketSessionAsyncClient implements AsyncCloseable, AutoCloseable {
-    private static final ClientLogger LOGGER = new ClientLogger(BetaVoiceAgentWebSocketSessionAsyncClient.class);
+public final class WebSocketSessionAsyncTransport implements AutoCloseable {
+    private static final ClientLogger LOGGER = new ClientLogger(WebSocketSessionAsyncTransport.class);
     private static final int MAX_OUTSTANDING_SENDS = 256;
-
     private final VoiceAgentWebSocketClientConfiguration configuration;
-    private final VoiceAgentWebSocketConnectionOptions options;
+    private final WebSocketTransportOptions options;
     private final HttpClient httpClient;
     private final URI websocketUri;
-    private final AtomicReference<State> state = new AtomicReference<>(State.NEW);
+    private final String subprotocol;
+    private final Function<String, HttpHeaders> headersFactory;
+    private final AtomicReference<WebSocketSessionState> state = new AtomicReference<>(WebSocketSessionState.NEW);
     private final AtomicReference<Channel> channel = new AtomicReference<>();
     private final AtomicReference<WebsocketOutbound> outbound = new AtomicReference<>();
     private final AtomicReference<Disposable> connectionOperation = new AtomicReference<>();
     private final AtomicReference<Disposable> lifecycle = new AtomicReference<>();
     private final AtomicBoolean receiveClaimed = new AtomicBoolean();
     private final Semaphore sendPermits = new Semaphore(MAX_OUTSTANDING_SENDS);
-    private final Queue<RealtimeServerEvent> eventQueue;
-    private final Sinks.Many<RealtimeServerEvent> events;
+    private final Queue<BinaryData> eventQueue;
+    private final Sinks.Many<BinaryData> events;
     private final Sinks.One<Void> ready = Sinks.one();
     private final Sinks.One<Void> closeSignal = Sinks.one();
     private final AtomicReference<Mono<Void>> closeOperation = new AtomicReference<>();
-
     private volatile Integer closeCode;
     private volatile String closeReason;
 
-    BetaVoiceAgentWebSocketSessionAsyncClient(VoiceAgentWebSocketClientConfiguration configuration, String agentName,
-        VoiceAgentWebSocketConnectionOptions options) {
-        this(configuration, agentName, options, HttpClient.create());
-    }
-
-    BetaVoiceAgentWebSocketSessionAsyncClient(VoiceAgentWebSocketClientConfiguration configuration, String agentName,
-        VoiceAgentWebSocketConnectionOptions options, HttpClient httpClient) {
+    public WebSocketSessionAsyncTransport(VoiceAgentWebSocketClientConfiguration configuration, URI websocketUri,
+        WebSocketTransportOptions options, HttpClient httpClient, String subprotocol,
+        Function<String, HttpHeaders> headersFactory) {
         this.configuration = Objects.requireNonNull(configuration, "'configuration' cannot be null.");
-        Objects.requireNonNull(agentName, "'agentName' cannot be null.");
-        if (agentName.isEmpty()) {
-            throw new IllegalArgumentException("'agentName' cannot be empty.");
-        }
-        this.options = options == null ? new VoiceAgentWebSocketConnectionOptions() : options;
+        this.options = Objects.requireNonNull(options, "'options' cannot be null.");
         this.eventQueue = new ArrayBlockingQueue<>(this.options.getReceiveBufferCapacity());
         this.events = Sinks.many().unicast().onBackpressureBuffer(eventQueue);
         this.httpClient = Objects.requireNonNull(httpClient, "'httpClient' cannot be null.");
-        this.websocketUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, agentName, this.options);
+        this.websocketUri = Objects.requireNonNull(websocketUri, "'websocketUri' cannot be null.");
+        this.subprotocol = subprotocol;
+        this.headersFactory = Objects.requireNonNull(headersFactory, "'headersFactory' cannot be null.");
     }
 
-    Mono<Void> connect() {
+    public Mono<Void> connect() {
         return Mono.defer(() -> {
-            if (!state.compareAndSet(State.NEW, State.CONNECTING)) {
+            if (!state.compareAndSet(WebSocketSessionState.NEW, WebSocketSessionState.CONNECTING)) {
                 return Mono.error(new IllegalStateException("The voice-agent session has already been started."));
             }
-
-            TokenRequestContext tokenContext = VoiceAgentWebSocketUtils.createTokenRequestContext();
-            return configuration.getCredential().getToken(tokenContext).map(AccessToken::getToken).flatMap(token -> {
-                Disposable connection = openWebSocket(token).subscribe(unused -> {
-                }, this::terminateWithError, this::terminateNormally);
-                connectionOperation.set(connection);
-                return ready.asMono().timeout(options.getHandshakeTimeout());
-            })
+            return configuration.getCredential()
+                .getToken(VoiceAgentWebSocketUtils.createTokenRequestContext())
+                .map(AccessToken::getToken)
+                .flatMap(token -> {
+                    Disposable connection = openWebSocket(token).subscribe(unused -> {
+                    }, this::terminateWithError, this::terminateNormally);
+                    connectionOperation.set(connection);
+                    return ready.asMono().timeout(options.getHandshakeTimeout());
+                })
                 .doOnError(this::terminateWithError)
                 .doOnCancel(() -> terminateWithError(new CancellationException("WebSocket connection cancelled.")));
         });
     }
 
-    /**
-     * Gets the WebSocket endpoint used by this session.
-     *
-     * @return the WebSocket endpoint.
-     */
     public String getEndpoint() {
         return websocketUri.toString();
     }
 
-    /**
-     * Determines whether the WebSocket session is open.
-     *
-     * @return {@code true} when the session is open.
-     */
     public boolean isOpen() {
         Channel current = channel.get();
-        return state.get() == State.OPEN && current != null && current.isActive();
+        return state.get() == WebSocketSessionState.OPEN && current != null && current.isActive();
     }
 
-    /**
-     * Gets the peer close code after the session closes.
-     *
-     * @return the close code, or {@code null} when no close frame has been received.
-     */
     public Integer getCloseCode() {
         return closeCode;
     }
 
-    /**
-     * Gets the peer close reason after the session closes.
-     *
-     * @return the close reason, or {@code null} when no close frame has been received.
-     */
     public String getCloseReason() {
         return closeReason;
     }
 
-    /**
-     * Receives typed server events in wire order. Only one subscriber is supported per session.
-     *
-     * @return the server event stream.
-     */
-    public Flux<RealtimeServerEvent> receiveEvents() {
+    public Flux<BinaryData> receiveEvents() {
         return Flux.defer(() -> receiveClaimed.compareAndSet(false, true)
             ? events.asFlux()
             : Flux.error(new IllegalStateException("Only one receiveEvents subscriber is supported per session.")));
     }
 
-    /**
-     * Sends a typed realtime client event.
-     *
-     * @param event the event to send.
-     * @return a completion signal emitted after the frame is written.
-     */
-    public Mono<Void> sendEvent(RealtimeClientEvent event) {
-        Objects.requireNonNull(event, "'event' cannot be null.");
-        return Mono.defer(() -> {
-            Channel current = requireOpenChannel();
-            if (!sendPermits.tryAcquire()) {
-                return Mono.error(new IllegalStateException("Too many voice-agent WebSocket sends are outstanding."));
-            }
-
-            final String json;
-            try {
-                json = serialize(event);
-            } catch (IOException error) {
-                sendPermits.release();
-                return Mono
-                    .error(new IllegalArgumentException("Failed to serialize the realtime client event.", error));
-            }
-
-            return Mono.create(sink -> current.writeAndFlush(new TextWebSocketFrame(json)).addListener(result -> {
-                sendPermits.release();
-                if (result.isSuccess()) {
-                    sink.success();
-                } else {
-                    sink.error(result.cause());
-                }
-            }));
-        });
-    }
-
-    /**
-     * Sends a JSON object, including event types and fields unknown to this SDK.
-     * @param event the complete JSON event.
-     * @return completion after the frame is written, or an error for invalid JSON or a closed session.
-     */
     public Mono<Void> sendEvent(BinaryData event) {
         Objects.requireNonNull(event, "'event' cannot be null.");
         return Mono.defer(() -> {
@@ -236,140 +143,10 @@ public Mono<Void> sendEvent(BinaryData event) {
         });
     }
 
-    /**
-     * Adds an item to the session conversation.
-     *
-     * @param item the item to add.
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> createConversationItem(RealtimeConversationItem item) {
-        return createConversationItem(item, null);
-    }
-
-    /**
-     * Adds an item after a specific conversation item.
-     *
-     * @param item the item to add.
-     * @param previousItemId the preceding item identifier, or {@code null} to append.
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> createConversationItem(RealtimeConversationItem item, String previousItemId) {
-        Objects.requireNonNull(item, "'item' cannot be null.");
-        return sendEvent(new RealtimeConversationItemCreateEvent(item).setPreviousItemId(previousItemId));
-    }
-
-    /**
-     * Adds a user text message to the session conversation.
-     *
-     * @param text the user message.
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> sendText(String text) {
-        Objects.requireNonNull(text, "'text' cannot be null.");
-        Content content = Content.builder().type(Content.Type.INPUT_TEXT).text(text).build();
-        return createConversationItem(new RealtimeConversationItemUserMessage(Collections.singletonList(content)));
-    }
-
-    /**
-     * Appends PCM or encoded audio bytes to the input audio buffer.
-     *
-     * @param audio the bytes in the input format configured by the voice agent.
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> appendInputAudio(BinaryData audio) {
-        Objects.requireNonNull(audio, "'audio' cannot be null.");
-        String encoded = Base64.getEncoder().encodeToString(audio.toBytes());
-        return sendEvent(new RealtimeInputAudioBufferAppendEvent(encoded));
-    }
-
-    /**
-     * Clears the input audio buffer.
-     *
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> clearInputAudio() {
-        return sendEvent(new RealtimeInputAudioBufferClearEvent());
-    }
-
-    /**
-     * Commits the input audio buffer.
-     *
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> commitInputAudio() {
-        return sendEvent(new RealtimeInputAudioBufferCommitEvent());
-    }
-
-    /**
-     * Requests a response using the persisted voice-agent configuration.
-     *
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> createResponse() {
-        return sendEvent(new RealtimeResponseCreateEvent());
-    }
-
-    /**
-     * Requests a response with per-response options.
-     *
-     * @param responseOptions the response options.
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> createResponse(VoiceAgentResponseCreateOptions responseOptions) {
-        Objects.requireNonNull(responseOptions, "'responseOptions' cannot be null.");
-        return sendEvent(new RealtimeResponseCreateEvent().setResponse(responseOptions));
-    }
-
-    /**
-     * Cancels the response currently writing to the default conversation.
-     *
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> cancelResponse() {
-        return sendEvent(new RealtimeResponseCancelEvent());
-    }
-
-    /**
-     * Cancels a specific response.
-     *
-     * @param responseId the response identifier.
-     * @return a completion signal emitted after the event is written.
-     */
-    public Mono<Void> cancelResponse(String responseId) {
-        Objects.requireNonNull(responseId, "'responseId' cannot be null.");
-        return sendEvent(new RealtimeResponseCancelEvent().setResponseId(responseId));
-    }
-
-    /**
-     * Sends a function-call result and requests the next response.
-     *
-     * @param callId the function call identifier.
-     * @param output the serialized function result.
-     * @return a completion signal emitted after both events are written.
-     */
-    public Mono<Void> sendFunctionCallOutput(String callId, String output) {
-        RealtimeConversationItemFunctionCallOutput item
-            = new RealtimeConversationItemFunctionCallOutput(callId, output);
-        return createConversationItem(item).then(createResponse());
-    }
-
-    /**
-     * Closes the WebSocket session.
-     *
-     * @return a completion signal for closing the session.
-     */
-    @Override
     public Mono<Void> closeAsync() {
         return closeAsync(1000, "");
     }
 
-    /**
-     * Closes the session with an application-selected WebSocket close frame.
-     * The first requested close frame wins when close is called more than once.
-     * @param code a valid WebSocket close code.
-     * @param reason non-null reason of at most 123 UTF-8 bytes.
-     * @return a completion signal, or an error if the code or reason is invalid.
-     */
     public Mono<Void> closeAsync(int code, String reason) {
         try {
             VoiceAgentWebSocketUtils.validateClose(code, reason);
@@ -380,15 +157,14 @@ public Mono<Void> closeAsync(int code, String reason) {
         if (existing != null) {
             return existing;
         }
-
         Mono<Void> created = Mono.defer(() -> {
-            State current = state.get();
-            if (current == State.CLOSED || current == State.NEW) {
-                state.set(State.CLOSED);
+            WebSocketSessionState current = state.get();
+            if (current == WebSocketSessionState.CLOSED || current == WebSocketSessionState.NEW) {
+                state.set(WebSocketSessionState.CLOSED);
                 events.tryEmitComplete();
                 return Mono.empty();
             }
-            state.set(State.CLOSING);
+            state.set(WebSocketSessionState.CLOSING);
             WebsocketOutbound currentOutbound = outbound.get();
             Channel currentChannel = channel.get();
             Mono<Void> graceful = currentOutbound == null ? Mono.empty() : currentOutbound.sendClose(code, reason);
@@ -400,16 +176,9 @@ public Mono<Void> closeAsync(int code, String reason) {
                 return Mono.empty();
             }).doFinally(signal -> terminateNormally());
         }).cache();
-
-        if (closeOperation.compareAndSet(null, created)) {
-            return created;
-        }
-        return closeOperation.get();
+        return closeOperation.compareAndSet(null, created) ? created : closeOperation.get();
     }
 
-    /**
-     * Closes the WebSocket session synchronously.
-     */
     @Override
     public void close() {
         closeAsync().block(options.getCloseTimeout().plusSeconds(1));
@@ -421,16 +190,16 @@ private Mono<Void> openWebSocket(String token) {
             .doOnConnected(connection -> connection.addHandlerLast("voiceAgentHandshakeResponseObserver",
                 new VoiceAgentWebSocketHandshakeHandler(this::terminateWithError)))
             .headers(headers -> {
-                for (HttpHeader header : VoiceAgentWebSocketUtils.buildHeaders(configuration, options, token)) {
+                for (HttpHeader header : headersFactory.apply(token)) {
                     headers.set(header.getName(), header.getValue());
                 }
             });
-        WebsocketClientSpec spec = WebsocketClientSpec.builder()
-            .protocols(VoiceAgentWebSocketUtils.SUBPROTOCOL)
-            .maxFramePayloadLength(options.getMaxMessageSize())
-            .build();
-
-        return client.websocket(spec).uri(websocketUri.toString()).connect().flatMap(connection -> {
+        WebsocketClientSpec.Builder specBuilder
+            = WebsocketClientSpec.builder().maxFramePayloadLength(options.getMaxMessageSize());
+        if (subprotocol != null) {
+            specBuilder.protocols(subprotocol);
+        }
+        return client.websocket(specBuilder.build()).uri(websocketUri.toString()).connect().flatMap(connection -> {
             if (!(connection instanceof WebsocketInbound) || !(connection instanceof WebsocketOutbound)) {
                 return Mono.error(new IllegalStateException("The WebSocket transport returned an invalid connection."));
             }
@@ -448,14 +217,12 @@ private static int toConnectTimeoutMillis(Duration timeout) {
     private Mono<Void> handleConnection(WebsocketInbound inbound, WebsocketOutbound outbound) {
         this.outbound.set(outbound);
         inbound.withConnection(connection -> channel.set(connection.channel()));
-        state.set(State.OPEN);
+        state.set(WebSocketSessionState.OPEN);
         ready.tryEmitEmpty();
-
         inbound.receiveCloseStatus().subscribe(status -> {
             closeCode = status.code();
             closeReason = status.reasonText();
         }, error -> LOGGER.atVerbose().addKeyValue("error", error.getMessage()).log("Close status unavailable."));
-
         Disposable receive = inbound.aggregateFrames(options.getMaxMessageSize())
             .receiveFrames()
             .subscribe(this::handleFrame, this::terminateWithError, this::terminateNormally);
@@ -468,8 +235,8 @@ private void handleFrame(WebSocketFrame frame) {
             try {
                 byte[] bytes = new byte[frame.content().readableBytes()];
                 frame.content().getBytes(frame.content().readerIndex(), bytes);
-                RealtimeServerEvent event
-                    = VoiceAgentWebSocketUtils.deserializeEvent(VoiceAgentWebSocketUtils.decodeEvent(bytes));
+                String json = VoiceAgentWebSocketUtils.decodeEvent(bytes);
+                BinaryData event = BinaryData.fromString(json);
                 Sinks.EmitResult result = events.tryEmitNext(event);
                 if (result == Sinks.EmitResult.FAIL_OVERFLOW || result == Sinks.EmitResult.FAIL_ZERO_SUBSCRIBER) {
                     switch (options.getOverflowStrategy()) {
@@ -498,7 +265,7 @@ private void handleFrame(WebSocketFrame frame) {
                         failure = callbackError;
                     }
                 }
-                closeWithProtocolError(1007, "Invalid JSON event", failure);
+                closeWithProtocolError(1007, "Invalid UTF-8 message", failure);
             }
         }
     }
@@ -515,8 +282,8 @@ private void closeWithProtocolError(int code, String reason, Throwable error) {
 
     private void terminateWithError(Throwable error) {
         Throwable mappedError = mapHandshakeError(error);
-        State previous = state.getAndSet(State.CLOSED);
-        if (previous == State.CLOSED) {
+        WebSocketSessionState previous = state.getAndSet(WebSocketSessionState.CLOSED);
+        if (previous == WebSocketSessionState.CLOSED) {
             return;
         }
         ready.tryEmitError(mappedError);
@@ -556,11 +323,11 @@ private Throwable mapHandshakeError(Throwable error) {
     }
 
     private void terminateNormally() {
-        State previous = state.getAndSet(State.CLOSED);
-        if (previous == State.CLOSED) {
+        WebSocketSessionState previous = state.getAndSet(WebSocketSessionState.CLOSED);
+        if (previous == WebSocketSessionState.CLOSED) {
             return;
         }
-        if (previous == State.CONNECTING) {
+        if (previous == WebSocketSessionState.CONNECTING) {
             ready.tryEmitError(new IllegalStateException("The WebSocket closed before the handshake completed."));
         }
         events.tryEmitComplete();
@@ -581,7 +348,7 @@ private void disposeReceive() {
 
     private Channel requireOpenChannel() {
         Channel current = channel.get();
-        if (state.get() != State.OPEN || current == null || !current.isActive()) {
+        if (state.get() != WebSocketSessionState.OPEN || current == null || !current.isActive()) {
             throw LOGGER
                 .logExceptionAsError(new IllegalStateException("The voice-agent WebSocket session is not open."));
         }
@@ -618,11 +385,4 @@ private HttpClient configureProxy(HttpClient client) {
         });
     }
 
-    private static String serialize(RealtimeClientEvent event) throws IOException {
-        return event.toJsonString();
-    }
-
-    private enum State {
-        NEW, CONNECTING, OPEN, CLOSING, CLOSED
-    }
 }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionState.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionState.java
new file mode 100644
index 0000000000000..9a88118abc8cf
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionState.java
@@ -0,0 +1,11 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.realtime;
+
+/**
+ * Connection lifecycle shared by the blocking and asynchronous WebSocket transports.
+ */
+public enum WebSocketSessionState {
+    NEW, CONNECTING, OPEN, CLOSING, CLOSED
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClient.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionTransport.java
similarity index 60%
rename from sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClient.java
rename to sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionTransport.java
index 7227280cd8326..1992a3fcc74f7 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClient.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketSessionTransport.java
@@ -1,35 +1,26 @@
 // Copyright (c) Microsoft Corporation. All rights reserved.
 // Licensed under the MIT License.
 
-package com.azure.ai.agents;
-
-import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketClientConfiguration;
-import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketHttpResponse;
-import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
-import com.azure.ai.agents.implementation.utils.Beta;
-import com.azure.ai.agents.models.RealtimeClientEvent;
-import com.azure.ai.agents.models.RealtimeConversationItemCreateEvent;
-import com.azure.ai.agents.models.RealtimeInputAudioBufferAppendEvent;
-import com.azure.ai.agents.models.RealtimeInputAudioBufferClearEvent;
-import com.azure.ai.agents.models.RealtimeInputAudioBufferCommitEvent;
-import com.azure.ai.agents.models.RealtimeResponseCancelEvent;
-import com.azure.ai.agents.models.RealtimeResponseCreateEvent;
-import com.azure.ai.agents.models.RealtimeConversationItem;
-import com.azure.ai.agents.models.RealtimeConversationItemFunctionCallOutput;
-import com.azure.ai.agents.models.RealtimeConversationItemUserMessage;
-import com.azure.ai.agents.models.RealtimeServerEvent;
-import com.azure.ai.agents.models.VoiceAgentResponseCreateOptions;
-import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
+package com.azure.ai.agents.implementation.realtime;
+
 import com.azure.core.exception.ClientAuthenticationException;
 import com.azure.core.exception.HttpResponseException;
 import com.azure.core.exception.ResourceModifiedException;
 import com.azure.core.exception.ResourceNotFoundException;
 import com.azure.core.http.HttpHeader;
+import com.azure.core.http.HttpHeaders;
 import com.azure.core.http.ProxyOptions;
 import com.azure.core.util.BinaryData;
-import com.openai.models.realtime.RealtimeConversationItemUserMessage.Content;
 import com.azure.core.util.IterableStream;
 import com.azure.core.util.logging.ClientLogger;
+import okhttp3.Credentials;
+import okhttp3.OkHttpClient;
+import okhttp3.Request;
+import okhttp3.Response;
+import okhttp3.WebSocket;
+import okhttp3.WebSocketListener;
+import okio.ByteString;
+
 import java.io.IOException;
 import java.net.Proxy;
 import java.net.ProxySelector;
@@ -38,7 +29,6 @@
 import java.nio.charset.CharacterCodingException;
 import java.nio.charset.StandardCharsets;
 import java.time.Duration;
-import java.util.Base64;
 import java.util.Collections;
 import java.util.Iterator;
 import java.util.List;
@@ -51,125 +41,88 @@
 import java.util.concurrent.TimeoutException;
 import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Function;
 import java.util.regex.Pattern;
-import okhttp3.Credentials;
-import okhttp3.OkHttpClient;
-import okhttp3.Request;
-import okhttp3.Response;
-import okhttp3.WebSocket;
-import okhttp3.WebSocketListener;
-import okio.ByteString;
 
 /**
- * A synchronous bidirectional realtime session connected to a Foundry voice agent.
+ * Shared blocking WebSocket connection and I/O, independent of the asynchronous transport.
  */
-@Beta(warningText = "This class is in preview and may change in future releases.")
-public final class BetaVoiceAgentWebSocketSessionClient implements AutoCloseable {
-    private static final ClientLogger LOGGER = new ClientLogger(BetaVoiceAgentWebSocketSessionClient.class);
+public final class WebSocketSessionTransport implements AutoCloseable {
+    private static final ClientLogger LOGGER = new ClientLogger(WebSocketSessionTransport.class);
     private final URI websocketUri;
-    private final VoiceAgentWebSocketConnectionOptions options;
+    private final WebSocketTransportOptions options;
     private final OkHttpClient httpClient;
     private final BlockingQueue<EventSignal> events;
     private final int receiveBufferCapacity;
     private final CountDownLatch handshakeCompleted = new CountDownLatch(1);
     private final CountDownLatch closeCompleted = new CountDownLatch(1);
     private final AtomicReference<Throwable> connectionError = new AtomicReference<>();
-    private final AtomicBoolean handshakeSucceeded = new AtomicBoolean();
     private final AtomicBoolean receiveClaimed = new AtomicBoolean();
-    private final AtomicBoolean open = new AtomicBoolean();
-    private final AtomicBoolean closed = new AtomicBoolean();
+    private final AtomicReference<WebSocketSessionState> state = new AtomicReference<>(WebSocketSessionState.NEW);
     private final AtomicBoolean clientShutdown = new AtomicBoolean();
-
     private volatile WebSocket webSocket;
     private volatile Integer closeCode;
     private volatile String closeReason;
 
-    private BetaVoiceAgentWebSocketSessionClient(VoiceAgentWebSocketClientConfiguration configuration, String agentName,
-        VoiceAgentWebSocketConnectionOptions options) {
+    private WebSocketSessionTransport(VoiceAgentWebSocketClientConfiguration configuration, URI websocketUri,
+        WebSocketTransportOptions options) {
         this.options = options;
         this.receiveBufferCapacity = options.getReceiveBufferCapacity();
         this.events = new ArrayBlockingQueue<>(receiveBufferCapacity + 1);
-        this.websocketUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, agentName, options);
+        this.websocketUri = Objects.requireNonNull(websocketUri, "'websocketUri' cannot be null.");
+        this.httpClient = createHttpClient(configuration, options);
+    }
+
+    private void open(VoiceAgentWebSocketClientConfiguration configuration, String subprotocol,
+        Function<String, HttpHeaders> headersFactory) {
+        state.set(WebSocketSessionState.CONNECTING);
         String token = configuration.getCredential()
             .getTokenSync(VoiceAgentWebSocketUtils.createTokenRequestContext())
             .getToken();
-        this.httpClient = createHttpClient(configuration, options);
-        Request.Builder request = new Request.Builder().url(websocketUri.toString())
-            .header("Sec-WebSocket-Protocol", VoiceAgentWebSocketUtils.SUBPROTOCOL);
-        for (HttpHeader header : VoiceAgentWebSocketUtils.buildHeaders(configuration, options, token)) {
+        Request.Builder request = new Request.Builder().url(websocketUri.toString());
+        if (subprotocol != null) {
+            request.header("Sec-WebSocket-Protocol", subprotocol);
+        }
+        for (HttpHeader header : headersFactory.apply(token)) {
             request.header(header.getName(), header.getValue());
         }
         this.webSocket = httpClient.newWebSocket(request.build(), new Listener());
     }
 
-    static BetaVoiceAgentWebSocketSessionClient connect(VoiceAgentWebSocketClientConfiguration configuration,
-        String agentName, VoiceAgentWebSocketConnectionOptions options) {
-        BetaVoiceAgentWebSocketSessionClient session
-            = new BetaVoiceAgentWebSocketSessionClient(configuration, agentName, options);
+    public static WebSocketSessionTransport connect(VoiceAgentWebSocketClientConfiguration configuration,
+        URI websocketUri, WebSocketTransportOptions options, String subprotocol,
+        Function<String, HttpHeaders> headersFactory) {
+        WebSocketSessionTransport session = new WebSocketSessionTransport(configuration, websocketUri, options);
         try {
+            session.open(configuration, subprotocol, headersFactory);
             session.awaitHandshake();
             return session;
         } catch (RuntimeException error) {
-            session.webSocket.cancel();
+            if (session.webSocket != null) {
+                session.webSocket.cancel();
+            }
             session.shutdownHttpClient();
             throw error;
         }
     }
 
-    /**
-     * Gets the WebSocket endpoint used by this session.
-     *
-     * @return the WebSocket endpoint.
-     */
     public String getEndpoint() {
         return websocketUri.toString();
     }
 
-    /**
-     * Determines whether the session is open.
-     *
-     * @return {@code true} when the session is open.
-     */
     public boolean isOpen() {
-        return open.get() && !closed.get();
+        return state.get() == WebSocketSessionState.OPEN;
     }
 
-    /**
-     * Gets the peer close code.
-     *
-     * @return the close code, or {@code null}.
-     */
     public Integer getCloseCode() {
         return closeCode;
     }
 
-    /**
-     * Gets the peer close reason.
-     *
-     * @return the close reason, or {@code null}.
-     */
     public String getCloseReason() {
         return closeReason;
     }
 
-    /**
-     * Receives typed server events in wire order. The returned stream may be iterated once.
-     *
-     * @throws IllegalStateException if the event stream has already been claimed.
-     * @return the server event stream.
-     */
-    public IterableStream<RealtimeServerEvent> receiveEvents() {
-        return receiveEvents(null);
-    }
-
-    /**
-     * Receives events with a timeout for each wait. A timeout leaves the session open and the iterator can be retried.
-     * @param timeout positive per-event timeout, or null to wait indefinitely.
-     * @return the single-consumer event stream.
-     * @throws IllegalArgumentException if timeout is zero or negative.
-     * @throws IllegalStateException if another receiver exists or a wait times out (with a TimeoutException cause).
-     */
-    public IterableStream<RealtimeServerEvent> receiveEvents(Duration timeout) {
+    public IterableStream<BinaryData> receiveEvents(Duration timeout) {
         if (timeout != null && (timeout.isZero() || timeout.isNegative())) {
             throw LOGGER.logExceptionAsError(new IllegalArgumentException("Receive timeout must be positive."));
         }
@@ -187,155 +140,29 @@ public IterableStream<RealtimeServerEvent> receiveEvents(Duration timeout) {
         });
     }
 
-    /**
-     * Sends a typed realtime client event.
-     *
-     * @param event the event to send.
-    * @throws IllegalArgumentException if the event cannot be serialized.
-    * @throws IllegalStateException if the session is closed or cannot accept another event.
-     */
-    public void sendEvent(RealtimeClientEvent event) {
-        Objects.requireNonNull(event, "'event' cannot be null.");
-        ensureOpen();
-        final String json;
-        try {
-            json = event.toJsonString();
-        } catch (IOException error) {
-            throw LOGGER.logExceptionAsError(
-                new IllegalArgumentException("Failed to serialize the realtime client event.", error));
-        }
-        if (!webSocket.send(json)) {
-            throw LOGGER.logExceptionAsError(
-                new IllegalStateException("The voice-agent WebSocket send queue is full or closed."));
-        }
-    }
-
-    /**
-     * Sends a JSON object, including event types and fields unknown to this SDK.
-     * @param event the complete JSON event.
-     * @throws IllegalArgumentException if the event is not a JSON object.
-     * @throws IllegalStateException if the session cannot accept the event.
-     */
     public void sendEvent(BinaryData event) {
         String json = VoiceAgentWebSocketUtils.validateEvent(event);
-        ensureOpen();
+        if (!isOpen()) {
+            throw LOGGER
+                .logExceptionAsError(new IllegalStateException("The voice-agent WebSocket session is not open."));
+        }
         if (!webSocket.send(json)) {
             throw LOGGER.logExceptionAsError(
                 new IllegalStateException("The voice-agent WebSocket send queue is full or closed."));
         }
     }
 
-    /**
-     * Adds a conversation item.
-     *
-     * @param item the item to add.
-     */
-    public void createConversationItem(RealtimeConversationItem item) {
-        createConversationItem(item, null);
-    }
-
-    /**
-     * Adds a conversation item after another item.
-     *
-     * @param item the item to add.
-     * @param previousItemId the preceding item identifier.
-     */
-    public void createConversationItem(RealtimeConversationItem item, String previousItemId) {
-        Objects.requireNonNull(item, "'item' cannot be null.");
-        sendEvent(new RealtimeConversationItemCreateEvent(item).setPreviousItemId(previousItemId));
-    }
-
-    /**
-     * Adds a user text message.
-     *
-     * @param text the user message.
-     */
-    public void sendText(String text) {
-        Objects.requireNonNull(text, "'text' cannot be null.");
-        Content content = Content.builder().type(Content.Type.INPUT_TEXT).text(text).build();
-        createConversationItem(new RealtimeConversationItemUserMessage(Collections.singletonList(content)));
-    }
-
-    /**
-     * Appends audio to the input buffer.
-     *
-     * @param audio the audio bytes.
-     */
-    public void appendInputAudio(BinaryData audio) {
-        Objects.requireNonNull(audio, "'audio' cannot be null.");
-        sendEvent(new RealtimeInputAudioBufferAppendEvent(Base64.getEncoder().encodeToString(audio.toBytes())));
-    }
-
-    /** Clears the input audio buffer. */
-    public void clearInputAudio() {
-        sendEvent(new RealtimeInputAudioBufferClearEvent());
-    }
-
-    /** Commits the input audio buffer. */
-    public void commitInputAudio() {
-        sendEvent(new RealtimeInputAudioBufferCommitEvent());
-    }
-
-    /** Requests a response using the voice agent's configuration. */
-    public void createResponse() {
-        sendEvent(new RealtimeResponseCreateEvent());
-    }
-
-    /**
-     * Requests a response with per-response options.
-     *
-     * @param responseOptions response options.
-     */
-    public void createResponse(VoiceAgentResponseCreateOptions responseOptions) {
-        Objects.requireNonNull(responseOptions, "'responseOptions' cannot be null.");
-        sendEvent(new RealtimeResponseCreateEvent().setResponse(responseOptions));
-    }
-
-    /** Cancels the active response. */
-    public void cancelResponse() {
-        sendEvent(new RealtimeResponseCancelEvent());
-    }
-
-    /**
-     * Cancels a specific response.
-     *
-     * @param responseId the response identifier.
-     */
-    public void cancelResponse(String responseId) {
-        Objects.requireNonNull(responseId, "'responseId' cannot be null.");
-        sendEvent(new RealtimeResponseCancelEvent().setResponseId(responseId));
-    }
-
-    /**
-     * Sends a function-call result and requests the next response.
-     *
-     * @param callId the function call identifier.
-     * @param output the serialized function output.
-     */
-    public void sendFunctionCallOutput(String callId, String output) {
-        createConversationItem(new RealtimeConversationItemFunctionCallOutput(callId, output));
-        createResponse();
-    }
-
-    /** Closes the session. */
     @Override
     public void close() {
         close(1000, "");
     }
 
-    /**
-     * Closes the session with an application-selected WebSocket close frame.
-     * @param code a valid WebSocket close code.
-     * @param reason non-null reason of at most 123 UTF-8 bytes.
-     * @throws IllegalArgumentException if the code or reason is invalid.
-     */
     public void close(int code, String reason) {
         VoiceAgentWebSocketUtils.validateClose(code, reason);
-        if (!closed.compareAndSet(false, true)) {
+        if (!state.compareAndSet(WebSocketSessionState.OPEN, WebSocketSessionState.CLOSING)) {
             shutdownHttpClient();
             return;
         }
-        open.set(false);
         if (!webSocket.close(code, reason)) {
             webSocket.cancel();
             closeCompleted.countDown();
@@ -348,6 +175,7 @@ public void close(int code, String reason) {
             Thread.currentThread().interrupt();
             webSocket.cancel();
         } finally {
+            state.set(WebSocketSessionState.CLOSED);
             signal(EventSignal.complete());
             shutdownHttpClient();
         }
@@ -366,9 +194,6 @@ private void awaitHandshake() {
             throw LOGGER.logExceptionAsError(
                 new IllegalStateException("Interrupted while opening the voice-agent WebSocket session.", error));
         }
-        if (handshakeSucceeded.get()) {
-            return;
-        }
         Throwable error = connectionError.get();
         if (error instanceof RuntimeException) {
             throw LOGGER.logExceptionAsError((RuntimeException) error);
@@ -379,13 +204,6 @@ private void awaitHandshake() {
         }
     }
 
-    private void ensureOpen() {
-        if (!isOpen()) {
-            throw LOGGER
-                .logExceptionAsError(new IllegalStateException("The voice-agent WebSocket session is not open."));
-        }
-    }
-
     private void fail(Throwable error, Response response) {
         Throwable mapped;
         try {
@@ -395,9 +213,10 @@ private void fail(Throwable error, Response response) {
                 response.close();
             }
         }
-        connectionError.compareAndSet(null, mapped);
-        open.set(false);
-        closed.set(true);
+        WebSocketSessionState previous = state.getAndSet(WebSocketSessionState.CLOSED);
+        if (previous == WebSocketSessionState.CONNECTING) {
+            connectionError.compareAndSet(null, mapped);
+        }
         handshakeCompleted.countDown();
         signal(EventSignal.error(mapped));
         closeCompleted.countDown();
@@ -443,8 +262,7 @@ private synchronized void signal(EventSignal signal) {
             if (current != null) {
                 current.cancel();
             }
-            open.set(false);
-            closed.set(true);
+            state.set(WebSocketSessionState.CLOSED);
             shutdownHttpClient();
         }
     }
@@ -456,8 +274,8 @@ private void shutdownHttpClient() {
         }
     }
 
-    static OkHttpClient createHttpClient(VoiceAgentWebSocketClientConfiguration configuration,
-        VoiceAgentWebSocketConnectionOptions options) {
+    public static OkHttpClient createHttpClient(VoiceAgentWebSocketClientConfiguration configuration,
+        WebSocketTransportOptions options) {
         OkHttpClient.Builder builder = new OkHttpClient.Builder();
         builder.connectTimeout(options.getHandshakeTimeout().toMillis(), TimeUnit.MILLISECONDS)
             .readTimeout(0, TimeUnit.MILLISECONDS)
@@ -483,7 +301,8 @@ public List<Proxy> select(URI uri) {
                     @Override
                     public void connectFailed(URI uri, SocketAddress address, IOException error) {
                         LOGGER.atVerbose()
-                            .addKeyValue("uri", uri)
+                            .addKeyValue("host", uri.getHost())
+                            .addKeyValue("path", uri.getPath())
                             .addKeyValue("proxyAddress", address)
                             .log("Failed to connect through the configured proxy.");
                     }
@@ -503,8 +322,7 @@ public void connectFailed(URI uri, SocketAddress address, IOException error) {
     private final class Listener extends WebSocketListener {
         @Override
         public void onOpen(WebSocket webSocket, Response response) {
-            handshakeSucceeded.set(true);
-            open.set(true);
+            state.compareAndSet(WebSocketSessionState.CONNECTING, WebSocketSessionState.OPEN);
             handshakeCompleted.countDown();
         }
 
@@ -515,11 +333,7 @@ public void onMessage(WebSocket webSocket, String text) {
                 webSocket.close(1009, "Message too large");
                 return;
             }
-            try {
-                signal(EventSignal.event(VoiceAgentWebSocketUtils.deserializeEvent(text)));
-            } catch (IOException | RuntimeException error) {
-                malformedEvent(webSocket, error);
-            }
+            signal(EventSignal.event(BinaryData.fromString(text)));
         }
 
         @Override
@@ -545,8 +359,8 @@ private void malformedEvent(WebSocket webSocket, Throwable error) {
                     error = callbackError;
                 }
             }
-            fail(new IllegalArgumentException("Invalid JSON event.", error), null);
-            webSocket.close(1007, "Invalid JSON event");
+            fail(new IllegalArgumentException("Invalid UTF-8 message.", error), null);
+            webSocket.close(1007, "Invalid UTF-8 message");
         }
 
         @Override
@@ -560,8 +374,11 @@ public void onClosing(WebSocket webSocket, int code, String reason) {
         public void onClosed(WebSocket webSocket, int code, String reason) {
             closeCode = code;
             closeReason = reason;
-            open.set(false);
-            closed.set(true);
+            WebSocketSessionState previous = state.getAndSet(WebSocketSessionState.CLOSED);
+            if (previous == WebSocketSessionState.CONNECTING) {
+                connectionError.compareAndSet(null,
+                    new IllegalStateException("The WebSocket closed before the handshake completed."));
+            }
             signal(EventSignal.complete());
             handshakeCompleted.countDown();
             closeCompleted.countDown();
@@ -575,17 +392,17 @@ public void onFailure(WebSocket webSocket, Throwable error, Response response) {
     }
 
     private static final class EventSignal {
-        private final RealtimeServerEvent event;
+        private final BinaryData event;
         private final Throwable error;
         private final boolean complete;
 
-        private EventSignal(RealtimeServerEvent event, Throwable error, boolean complete) {
+        private EventSignal(BinaryData event, Throwable error, boolean complete) {
             this.event = event;
             this.error = error;
             this.complete = complete;
         }
 
-        private static EventSignal event(RealtimeServerEvent event) {
+        private static EventSignal event(BinaryData event) {
             return new EventSignal(event, null, false);
         }
 
@@ -598,7 +415,7 @@ private static EventSignal complete() {
         }
     }
 
-    private static final class EventIterator implements Iterator<RealtimeServerEvent> {
+    private static final class EventIterator implements Iterator<BinaryData> {
         private final BlockingQueue<EventSignal> events;
         private final Duration timeout;
         private EventSignal next;
@@ -634,11 +451,11 @@ public boolean hasNext() {
         }
 
         @Override
-        public RealtimeServerEvent next() {
+        public BinaryData next() {
             if (!hasNext()) {
                 throw new NoSuchElementException();
             }
-            RealtimeServerEvent event = next.event;
+            BinaryData event = next.event;
             next = null;
             return event;
         }
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketTransportOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketTransportOptions.java
new file mode 100644
index 0000000000000..71599f32f3b4a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/implementation/realtime/WebSocketTransportOptions.java
@@ -0,0 +1,67 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.implementation.realtime;
+
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
+import com.azure.ai.agents.models.VoiceAgentWebSocketOverflowStrategy;
+import java.time.Duration;
+import java.util.Objects;
+import java.util.function.Consumer;
+
+/**
+ * Immutable transport settings captured from a protocol-specific public options bag.
+ */
+public final class WebSocketTransportOptions {
+    private final int receiveBufferCapacity;
+    private final int maxMessageSize;
+    private final VoiceAgentWebSocketOverflowStrategy overflowStrategy;
+    private final Consumer<Throwable> malformedEventHandler;
+    private final Duration handshakeTimeout;
+    private final Duration closeTimeout;
+
+    public WebSocketTransportOptions(VoiceAgentWebSocketConnectionOptions options) {
+        Objects.requireNonNull(options, "'options' cannot be null.");
+        this.receiveBufferCapacity = options.getReceiveBufferCapacity();
+        this.maxMessageSize = options.getMaxMessageSize();
+        this.overflowStrategy = options.getOverflowStrategy();
+        this.malformedEventHandler = options.getMalformedEventHandler();
+        this.handshakeTimeout = options.getHandshakeTimeout();
+        this.closeTimeout = options.getCloseTimeout();
+    }
+
+    public WebSocketTransportOptions(VoiceAgentLiveWebSocketConnectionOptions options) {
+        Objects.requireNonNull(options, "'options' cannot be null.");
+        this.receiveBufferCapacity = options.getReceiveBufferCapacity();
+        this.maxMessageSize = options.getMaxMessageSize();
+        this.overflowStrategy = options.getOverflowStrategy();
+        this.malformedEventHandler = options.getMalformedEventHandler();
+        this.handshakeTimeout = options.getHandshakeTimeout();
+        this.closeTimeout = options.getCloseTimeout();
+    }
+
+    public int getReceiveBufferCapacity() {
+        return receiveBufferCapacity;
+    }
+
+    public int getMaxMessageSize() {
+        return maxMessageSize;
+    }
+
+    public VoiceAgentWebSocketOverflowStrategy getOverflowStrategy() {
+        return overflowStrategy;
+    }
+
+    public Consumer<Throwable> getMalformedEventHandler() {
+        return malformedEventHandler;
+    }
+
+    public Duration getHandshakeTimeout() {
+        return handshakeTimeout;
+    }
+
+    public Duration getCloseTimeout() {
+        return closeTimeout;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveWebSocketConnectionOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveWebSocketConnectionOptions.java
new file mode 100644
index 0000000000000..06bc43c606477
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentLiveWebSocketConnectionOptions.java
@@ -0,0 +1,258 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.models;
+
+import com.azure.ai.agents.implementation.utils.Beta;
+import com.azure.core.annotation.Fluent;
+import com.azure.core.util.logging.ClientLogger;
+
+import java.time.Duration;
+import java.util.Objects;
+import java.util.function.Consumer;
+
+/**
+ * Connection and buffering options for a persisted GPT Live voice agent.
+ * Configure these options before opening a session; clients snapshot them when opening.
+ */
+@Beta(warningText = "Preview API. VoiceAgents=V1Preview")
+@Fluent
+public final class VoiceAgentLiveWebSocketConnectionOptions {
+    private static final ClientLogger LOGGER = new ClientLogger(VoiceAgentLiveWebSocketConnectionOptions.class);
+    private int receiveBufferCapacity = 256;
+    private int maxMessageSize = 32 * 1024 * 1024;
+    private VoiceAgentWebSocketOverflowStrategy overflowStrategy = VoiceAgentWebSocketOverflowStrategy.ERROR;
+    private Consumer<Throwable> malformedEventHandler;
+    private Duration handshakeTimeout = Duration.ofSeconds(30);
+    private Duration closeTimeout = Duration.ofSeconds(10);
+    private Boolean store;
+    private String agentVersionOverride;
+    private String structuredInputs;
+
+    /**
+     * Creates options with a 30-second handshake timeout and a 256-event receive buffer.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions() {
+    }
+
+    /**
+     * Copies connection options.
+     *
+     * @param source the options to copy.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions(VoiceAgentLiveWebSocketConnectionOptions source) {
+        Objects.requireNonNull(source, "'source' cannot be null.");
+        this.receiveBufferCapacity = source.receiveBufferCapacity;
+        this.maxMessageSize = source.maxMessageSize;
+        this.overflowStrategy = source.overflowStrategy;
+        this.malformedEventHandler = source.malformedEventHandler;
+        this.handshakeTimeout = source.handshakeTimeout;
+        this.closeTimeout = source.closeTimeout;
+        this.store = source.store;
+        this.agentVersionOverride = source.agentVersionOverride;
+        this.structuredInputs = source.structuredInputs;
+    }
+
+    /**
+     * Gets the receive queue capacity.
+     *
+     * @return the maximum queued events, default 256.
+     */
+    public int getReceiveBufferCapacity() {
+        return receiveBufferCapacity;
+    }
+
+    /**
+     * Sets the receive queue capacity.
+     *
+     * @param capacity the capacity, between 1 and 65536.
+     * @return this options instance.
+     * @throws IllegalArgumentException if the capacity is outside the supported range.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions setReceiveBufferCapacity(int capacity) {
+        if (capacity < 1 || capacity > 65536) {
+            throw LOGGER
+                .logExceptionAsError(new IllegalArgumentException("Receive capacity must be between 1 and 65536."));
+        }
+        this.receiveBufferCapacity = capacity;
+        return this;
+    }
+
+    /**
+     * Gets the maximum accepted message size.
+     *
+     * @return the size in bytes, default 32 MiB.
+     */
+    public int getMaxMessageSize() {
+        return maxMessageSize;
+    }
+
+    /**
+     * Sets the maximum accepted message size.
+     *
+     * @param bytes the positive maximum message size in bytes.
+     * @return this options instance.
+     * @throws IllegalArgumentException if the size is not positive.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions setMaxMessageSize(int bytes) {
+        if (bytes <= 0) {
+            throw LOGGER.logExceptionAsError(new IllegalArgumentException("Message size must be positive."));
+        }
+        this.maxMessageSize = bytes;
+        return this;
+    }
+
+    /**
+     * Gets the receive queue overflow strategy.
+     *
+     * @return the strategy, default ERROR.
+     */
+    public VoiceAgentWebSocketOverflowStrategy getOverflowStrategy() {
+        return overflowStrategy;
+    }
+
+    /**
+     * Sets the overflow strategy. Drop strategies explicitly permit event loss.
+     *
+     * @param strategy the non-null strategy.
+     * @return this options instance.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions setOverflowStrategy(VoiceAgentWebSocketOverflowStrategy strategy) {
+        this.overflowStrategy = Objects.requireNonNull(strategy, "'strategy' cannot be null.");
+        return this;
+    }
+
+    /**
+     * Gets the callback for malformed events.
+     *
+     * @return the callback, or null to terminate the session.
+     */
+    public Consumer<Throwable> getMalformedEventHandler() {
+        return malformedEventHandler;
+    }
+
+    /**
+     * Sets a callback to report and skip malformed events. It runs while receiving events and must not block.
+     * JSON decoding failures are reported only by typed receivers; raw receivers do not parse JSON.
+     * Invalid UTF-8 is reported by the transport for either receiver type.
+     * If the callback throws, the session terminates. Transport errors and oversized messages are not skipped.
+     *
+     * @param handler the callback, or null to terminate on malformed events.
+     * @return this options instance.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions setMalformedEventHandler(Consumer<Throwable> handler) {
+        this.malformedEventHandler = handler;
+        return this;
+    }
+
+    /**
+     * Gets the handshake timeout.
+     *
+     * @return the timeout, default 30 seconds.
+     */
+    public Duration getHandshakeTimeout() {
+        return handshakeTimeout;
+    }
+
+    /**
+     * Sets the handshake timeout.
+     *
+     * @param timeout a non-null positive timeout.
+     * @return this options instance.
+     * @throws IllegalArgumentException if the timeout is not positive.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions setHandshakeTimeout(Duration timeout) {
+        validatePositive(timeout, "handshakeTimeout");
+        this.handshakeTimeout = timeout;
+        return this;
+    }
+
+    /**
+     * Gets the close timeout.
+     *
+     * @return the timeout, default 10 seconds.
+     */
+    public Duration getCloseTimeout() {
+        return closeTimeout;
+    }
+
+    /**
+     * Sets the close timeout.
+     *
+     * @param timeout a non-null positive timeout.
+     * @return this options instance.
+     * @throws IllegalArgumentException if the timeout is not positive.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions setCloseTimeout(Duration timeout) {
+        validatePositive(timeout, "closeTimeout");
+        this.closeTimeout = timeout;
+        return this;
+    }
+
+    /**
+     * Gets the persistence override.
+     *
+     * @return the override, or null to use the persisted agent configuration.
+     */
+    public Boolean isStoreEnabled() {
+        return store;
+    }
+
+    /**
+     * Overrides Foundry conversation and audio persistence for this session.
+     *
+     * @param store the override, or null to use the persisted agent configuration.
+     * @return this options instance.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions setStoreEnabled(Boolean store) {
+        this.store = store;
+        return this;
+    }
+
+    /**
+     * Gets the agent version override.
+     *
+     * @return the version override, or null.
+     */
+    public String getAgentVersionOverride() {
+        return agentVersionOverride;
+    }
+
+    /**
+     * Sets the agent version to connect to.
+     *
+     * @param version the version override, or null to use the default version.
+     * @return this options instance.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions setAgentVersionOverride(String version) {
+        this.agentVersionOverride = version;
+        return this;
+    }
+
+    /**
+     * Gets structured inputs for instruction and greeting templates.
+     *
+     * @return the JSON inputs, or null.
+     */
+    public String getStructuredInputs() {
+        return structuredInputs;
+    }
+
+    /**
+     * Sets the JSON inputs for instruction and greeting templates.
+     * The SDK URL-encodes this value into the {@code structured_inputs} query parameter.
+     *
+     * @param inputs the unencoded JSON inputs, or null.
+     * @return this options instance.
+     */
+    public VoiceAgentLiveWebSocketConnectionOptions setStructuredInputs(String inputs) {
+        this.structuredInputs = inputs;
+        return this;
+    }
+
+    private static void validatePositive(Duration duration, String name) {
+        if (duration == null || duration.isZero() || duration.isNegative()) {
+            throw new IllegalArgumentException("'" + name + "' must be positive.");
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentWebSocketConnectionOptions.java b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentWebSocketConnectionOptions.java
index 0184f4f3837b5..bebc3591e569f 100644
--- a/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentWebSocketConnectionOptions.java
+++ b/sdk/ai/azure-ai-agents/src/main/java/com/azure/ai/agents/models/VoiceAgentWebSocketConnectionOptions.java
@@ -6,6 +6,7 @@
 import com.azure.ai.agents.implementation.utils.Beta;
 import com.azure.core.annotation.Fluent;
 import com.azure.core.util.logging.ClientLogger;
+
 import java.time.Duration;
 import java.util.Objects;
 import java.util.function.Consumer;
@@ -24,6 +25,7 @@ public final class VoiceAgentWebSocketConnectionOptions {
 
     /**
      * Gets the maximum number of queued events.
+     *
      * @return the capacity, default 256.
      */
     public int getReceiveBufferCapacity() {
@@ -32,9 +34,10 @@ public int getReceiveBufferCapacity() {
 
     /**
      * Sets the bounded receive queue capacity. Configure before connecting.
+     *
      * @param capacity number of events, between 1 and 65536.
      * @return this options instance.
-    * @throws IllegalArgumentException if capacity is outside the supported range.
+     * @throws IllegalArgumentException if capacity is outside the supported range.
      */
     public VoiceAgentWebSocketConnectionOptions setReceiveBufferCapacity(int capacity) {
         if (capacity < 1 || capacity > 65536) {
@@ -47,6 +50,7 @@ public VoiceAgentWebSocketConnectionOptions setReceiveBufferCapacity(int capacit
 
     /**
      * Gets the maximum accepted JSON message size.
+     *
      * @return the size in bytes, default 32 MiB.
      */
     public int getMaxMessageSize() {
@@ -55,9 +59,10 @@ public int getMaxMessageSize() {
 
     /**
      * Sets the maximum accepted JSON message size. Oversized messages terminate the connection.
+     *
      * @param bytes positive size in bytes.
      * @return this options instance.
-    * @throws IllegalArgumentException if bytes is not positive.
+     * @throws IllegalArgumentException if bytes is not positive.
      */
     public VoiceAgentWebSocketConnectionOptions setMaxMessageSize(int bytes) {
         if (bytes <= 0) {
@@ -69,6 +74,7 @@ public VoiceAgentWebSocketConnectionOptions setMaxMessageSize(int bytes) {
 
     /**
      * Gets the receive queue overflow action.
+     *
      * @return the strategy, default ERROR.
      */
     public VoiceAgentWebSocketOverflowStrategy getOverflowStrategy() {
@@ -77,6 +83,7 @@ public VoiceAgentWebSocketOverflowStrategy getOverflowStrategy() {
 
     /**
      * Sets the receive queue overflow action. Drop strategies explicitly permit data loss.
+     *
      * @param strategy the non-null strategy.
      * @return this options instance.
      */
@@ -87,6 +94,7 @@ public VoiceAgentWebSocketConnectionOptions setOverflowStrategy(VoiceAgentWebSoc
 
     /**
      * Gets the callback for skipping malformed events.
+     *
      * @return the callback, or null to terminate on malformed events.
      */
     public Consumer<Throwable> getMalformedEventHandler() {
@@ -97,6 +105,7 @@ public Consumer<Throwable> getMalformedEventHandler() {
      * Sets a callback that reports and skips malformed events without terminating reception.
      * The callback runs on the receive thread and must not block. If it throws, the session terminates.
      * This does not recover from transport errors or oversized messages.
+     *
      * @param handler callback, or null to terminate on malformed events (the default).
      * @return this options instance.
      */
@@ -142,6 +151,7 @@ public VoiceAgentWebSocketConnectionOptions(VoiceAgentWebSocketConnectionOptions
 
     /**
      * Gets the session correlation identifier.
+     *
      * @return the session identifier, or null.
      */
     public String getAgentSessionId() {
@@ -150,6 +160,7 @@ public String getAgentSessionId() {
 
     /**
      * Sets the session correlation identifier.
+     *
      * @param agentSessionId the session identifier, or null.
      * @return this options instance.
      */
@@ -160,6 +171,7 @@ public VoiceAgentWebSocketConnectionOptions setAgentSessionId(String agentSessio
 
     /**
      * Gets the structured inputs JSON object sent in the handshake header.
+     *
      * @return the structured inputs, or null.
      */
     public String getStructuredInputs() {
@@ -168,6 +180,7 @@ public String getStructuredInputs() {
 
     /**
      * Sets the structured inputs JSON object sent in the handshake header.
+     *
      * @param structuredInputs the JSON object, or null.
      * @return this options instance.
      */
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java
index f7884be7b05e1..4cf121f591473 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/ReadmeSamples.java
@@ -10,6 +10,7 @@
 import com.azure.ai.agents.models.RawRealtimeServerEvent;
 import com.azure.ai.agents.models.RealtimeServerEvent;
 import com.azure.ai.agents.models.SessionLogEvent;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
 import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
 import com.azure.ai.agents.models.VoiceAgentWebSocketOverflowStrategy;
 import com.azure.core.util.BinaryData;
@@ -25,16 +26,45 @@
 import com.openai.models.responses.Response;
 import com.openai.models.responses.ResponseCreateParams;
 import com.openai.services.blocking.ConversationService;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ResponseCreateEvent;
+import com.openai.models.live.ServerEvent;
+import java.time.Duration;
 
 public final class ReadmeSamples {
-    public void realtimeForwardCompatibility(BetaVoiceAgentWebSocketClient realtimeClient, String agentName) {
+    public void liveConnectionOptions(AgentsClientBuilder builder, String agentName) {
+        // BEGIN: readme-sample-com.azure.ai.agents.live_connection_options
+        BetaVoiceAgentsLiveWebSocketClient liveClient = builder.beta().buildBetaVoiceAgentsLiveWebSocketClient();
+        VoiceAgentLiveWebSocketConnectionOptions options = new VoiceAgentLiveWebSocketConnectionOptions()
+            .setReceiveBufferCapacity(512)
+            .setMaxMessageSize(8 * 1024 * 1024)
+            .setOverflowStrategy(VoiceAgentWebSocketOverflowStrategy.ERROR)
+            .setHandshakeTimeout(Duration.ofSeconds(30))
+            .setCloseTimeout(Duration.ofSeconds(10))
+            .setStoreEnabled(false);
+
+        try (BetaVoiceAgentsLiveWebSocketSessionClient session = liveClient.openWebSocketSession(agentName, options)) {
+            for (ServerEvent event : session.receiveEvents()) {
+                if (event.isSessionStarted()) {
+                    session.sendEvent(ClientEvent.ofResponseCreate(ResponseCreateEvent.builder().build()));
+                } else if (event.isSessionOutputTranscriptDelta()) {
+                    System.out.print(event.asSessionOutputTranscriptDelta().delta());
+                } else if (event.isSessionClosed() || event.isErrorEvent()) {
+                    break;
+                }
+            }
+        }
+        // END: readme-sample-com.azure.ai.agents.live_connection_options
+    }
+
+    public void realtimeForwardCompatibility(BetaVoiceAgentsWebSocketClient realtimeClient, String agentName) {
         // BEGIN: com.azure.ai.agents.realtime_forward_compatibility
         VoiceAgentWebSocketConnectionOptions options
             = new VoiceAgentWebSocketConnectionOptions()
                 .setReceiveBufferCapacity(512)
                 .setMaxMessageSize(8 * 1024 * 1024)
                 .setOverflowStrategy(VoiceAgentWebSocketOverflowStrategy.ERROR);
-        try (BetaVoiceAgentWebSocketSessionClient session = realtimeClient.openWebSocketSession(agentName, options)) {
+        try (BetaVoiceAgentsWebSocketSessionClient session = realtimeClient.openWebSocketSession(agentName, options)) {
             session.sendEvent(BinaryData.fromString(
                 "{\"type\":\"response.create\",\"event_id\":\"response-1\"}"));
             for (RealtimeServerEvent event : session.receiveEvents()) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java
new file mode 100644
index 0000000000000..0a59abaffd26a
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java
@@ -0,0 +1,216 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionAsyncClient;
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import reactor.core.publisher.Mono;
+import reactor.core.scheduler.Schedulers;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ServerEvent;
+import com.openai.models.responses.ResponseStreamEvent;
+import java.io.InputStream;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Consumer;
+import java.util.function.Function;
+import java.util.function.Predicate;
+import java.util.function.Supplier;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Sinks;
+
+
+/**
+ * Streams microphone and speaker audio over a native GPT Live WebSocket.
+ * Requires Java Sound devices supporting 24-kHz mono PCM16LE. Press Enter to finish.
+ * Audio capture and playback run on dedicated threads, not the WebSocket receive thread.
+ * Playback is bounded to 60 seconds; overflow and device failures terminate the call explicitly.
+ * The uniquely named agent is deleted unless FOUNDRY_KEEP_GPT_LIVE_AGENT=true.
+ * Requests an opening greeting and labels spoken transcripts by speaker.
+ * The standalone main method shuts down shared Reactor schedulers on exit; do not invoke it inside a shared application.
+ *
+ * <p>Before running the sample, set these environment variables:</p>
+ * <ul>
+ *   <li>{@code FOUNDRY_PROJECT_ENDPOINT} - The Azure AI Project endpoint.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_MODEL} - Optional. The GPT Live deployment name. Defaults to {@code gpt-live-1}.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_BACKEND_MODEL} - Optional. The Responses backend deployment name in the Live
+ *   resource. Defaults to {@code gpt-5.6-terra}.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_STORE} - Optional. Set to {@code true} to persist conversation content and audio
+ *   and request a Foundry conversation ID. Defaults to {@code false}. Also keep the agent for later REST reads.</li>
+ *   <li>{@code FOUNDRY_KEEP_GPT_LIVE_AGENT} - Optional. Set to {@code true} to keep the agent after the sample.
+ *   Defaults to {@code false}.</li>
+ * </ul>
+ */
+public class GptLiveAudioConversationAsyncSample {
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String model = configuration.get("FOUNDRY_GPT_LIVE_MODEL");
+        String backendModel = configuration.get("FOUNDRY_GPT_LIVE_BACKEND_MODEL");
+        boolean keepAgent = Boolean.parseBoolean(configuration.get("FOUNDRY_KEEP_GPT_LIVE_AGENT", "false"));
+        boolean store = Boolean.parseBoolean(configuration.get("FOUNDRY_GPT_LIVE_STORE", "false"));
+
+        if (endpoint == null || endpoint.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_PROJECT_ENDPOINT before running this sample.");
+        }
+        if (model == null) {
+            model = "gpt-live-1";
+        } else if (model.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_GPT_LIVE_MODEL before running this sample.");
+        }
+        if (backendModel == null) {
+            backendModel = "gpt-5.6-terra";
+        } else if (backendModel.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_GPT_LIVE_BACKEND_MODEL before running this sample.");
+        }
+
+        AgentsClientBuilder builder = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .allowPreview(true);
+        try (GptLiveSampleUtils.AgentResource agent
+            = GptLiveSampleUtils.createAgent(builder, model, backendModel, "audio-async", false, keepAgent)) {
+            Mono.usingWhen(agent.builder.beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession(agent.name, new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store)),
+                GptLiveAudioConversationAsyncSample::runAudioConversationAsync,
+                BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync,
+                (session, error) -> session.closeAsync(),
+                BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync).block();
+        } finally {
+            Schedulers.shutdownNow();
+        }
+    }
+
+    static Mono<Void> runAudioConversationAsync(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session) {
+        return Mono.defer(() -> runAudioConversationAsync(session,
+            new GptLiveSampleUtils.AudioProcessor(
+                null, null, pcm -> session.sendEvent(GptLiveSampleUtils.audio(pcm.toBytes()))), System.in));
+    }
+
+    static Mono<Void> runAudioConversationAsync(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session,
+        GptLiveSampleUtils.AudioProcessor processor, InputStream input) {
+        return Mono.usingWhen(Mono.just(processor),
+            audio -> Mono.firstWithSignal(runConversationAsync(session.receiveEvents(), session::sendEvent,
+                () -> "transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason(),
+                transcripts -> VoiceAgentLiveAudioConversationAsyncSample.waitForEnter(input)
+                    .then(closeAudioAsync(audio)).then(Mono.<String>empty()),
+                audio::queueAudio, () -> { }, true, audio), audio.failureSignalAsync()), GptLiveAudioConversationAsyncSample::closeAudioAsync,
+            (audio, error) -> closeAudioAsync(audio), GptLiveAudioConversationAsyncSample::closeAudioAsync);
+    }
+
+    private static Mono<Void> closeAudioAsync(GptLiveSampleUtils.AudioProcessor audio) {
+        return Mono.<Void>fromRunnable(audio::close).subscribeOn(Schedulers.boundedElastic());
+    }
+
+    private static Mono<Void> runConversationAsync(Flux<ServerEvent> events,
+        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails,
+        Function<GptLiveSampleUtils.AudioTranscriptPrinter, Mono<String>> nextPrompt,
+        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken, GptLiveSampleUtils.AudioProcessor microphone) {
+        Mono<Void> opening = microphone == null ? Mono.empty()
+            : Mono.defer(() -> sendEvent.apply(GptLiveSampleUtils.userMessage("Greet me briefly with: Hi, how can I help you today?"))
+                .then(sendEvent.apply(GptLiveSampleUtils.responseCreate()))
+                .then(Mono.fromRunnable(() -> System.out.println(
+                    "Opening greeting requested. Speak into the microphone. Press Enter to end the call."))));
+        return runConversationCoreAsync(events, sendEvent, closeDetails, nextPrompt, playAudio, drainAudio, spoken,
+            spoken && microphone == null, microphone == null && System.console() != null,
+            () -> Mono.fromRunnable(() -> {
+                if (microphone != null) {
+                    microphone.start();
+                }
+            }), opening, backend -> Mono.just(false), reason -> microphone != null);
+    }
+
+    static Mono<Void> runConversationCoreAsync(Flux<ServerEvent> events,
+        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails,
+        Function<GptLiveSampleUtils.AudioTranscriptPrinter, Mono<String>> nextPrompt,
+        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken, boolean interactive, boolean inputEchoed,
+        Supplier<Mono<Void>> onStarted, Mono<Void> opening,
+        Function<ResponseStreamEvent, Mono<Boolean>> handleResponse, Predicate<String> acceptClose) {
+        return Mono.defer(() -> {
+            GptLiveSampleUtils.AudioTranscriptPrinter transcripts = new GptLiveSampleUtils.AudioTranscriptPrinter(inputEchoed, interactive);
+            GptLiveSampleUtils.Greeting greeting = new GptLiveSampleUtils.Greeting();
+            Sinks.Empty<Void> ready = Sinks.empty();
+            Sinks.Empty<Void> closed = Sinks.empty();
+            Sinks.Empty<Void> audioStarted = Sinks.empty();
+            Sinks.Empty<Void> stopAudio = Sinks.empty();
+            Sinks.Empty<Void> audioStopped = Sinks.empty();
+            AtomicReference<Sinks.Empty<Void>> responseCompleted = new AtomicReference<>();
+            GptLiveSampleUtils.ConversationEventHandler<Mono<Void>> handler
+                = new GptLiveSampleUtils.ConversationEventHandler<Mono<Void>>(spoken, closeDetails, acceptClose) {
+                    @Override
+                    Mono<Void> onStarted() {
+                        return Mono.defer(onStarted).doOnSuccess(ignored -> ready.tryEmitEmpty());
+                    }
+
+                    @Override
+                    Mono<Void> onResponse(ResponseStreamEvent event) {
+                        return Mono.defer(() -> handleResponse.apply(event)).defaultIfEmpty(false)
+                            .doOnNext(continuation -> {
+                                if (event.isCompleted() && completeResponse(continuation)) {
+                                    responseCompleted.getAndSet(null).tryEmitEmpty();
+                                }
+                            }).then();
+                    }
+
+                    @Override
+                    Mono<Void> onClosed() {
+                        return Mono.fromRunnable(() -> closed.tryEmitEmpty());
+                    }
+
+                    @Override
+                    Mono<Void> ignored() {
+                        return Mono.empty();
+                    }
+                };
+            Mono<Void> receive = events
+                .publishOn(Schedulers.boundedElastic(), 1)
+                .takeUntil(ServerEvent::isSessionClosed)
+                .concatMap(event -> Mono.defer(() -> {
+                    if (spoken) {
+                        transcripts.print(event);
+                        if (event.isSessionOutputAudioDelta()) {
+                            byte[] pcm = GptLiveSampleUtils.decodeAudio(event);
+                            playAudio.accept(pcm);
+                            greeting.onAudio(pcm);
+                        } else if (event.isSessionOutputTranscriptDelta()
+                            && !event.asSessionOutputTranscriptDelta().delta().trim().isEmpty()) {
+                            greeting.onTranscript();
+                        }
+                    } else {
+                        GptLiveSampleUtils.printEvent(event);
+                    }
+                    return handler.process(event);
+                }), 1)
+                .then(Mono.defer(() -> handler.awaitConversationAfterReceive() ? Mono.never() : Mono.empty()));
+            Mono<Void> audio = ready.asMono()
+                .thenMany(GptLiveSampleUtils.silenceFramesAsync().takeUntilOther(stopAudio.asMono())
+                    .concatMap(frame -> sendEvent.apply(frame).doOnSuccess(ignored -> audioStarted.tryEmitEmpty()), 1))
+                .then()
+                .doOnSuccess(ignored -> audioStopped.tryEmitEmpty())
+                .then(Mono.never());
+            Mono<Void> renderTranscripts = greeting.quietPeriodsAsync()
+                .doOnNext(ignored -> transcripts.endUtterance()).then();
+            Mono<Void> conversation = ready.asMono().timeout(GptLiveSampleUtils.TIMEOUT)
+                .then(Mono.defer(() -> interactive ? audioStarted.asMono().timeout(GptLiveSampleUtils.TIMEOUT) : Mono.empty()))
+                .then(Mono.defer(() -> interactive
+                    ? sendEvent.apply(GptLiveSampleUtils.commentary("Hi, how can I help you today?"))
+                        .timeout(GptLiveSampleUtils.TIMEOUT)
+                        .then(greeting.awaitPlaybackAsync(drainAudio))
+                        .then(Mono.fromRunnable(transcripts::endUtterance))
+                    : opening))
+                .then(Mono.defer(() -> GptLiveSampleUtils.promptAsync(sendEvent, nextPrompt, responseCompleted, spoken, transcripts, handler)))
+                .then(Mono.defer(() -> {
+                    handler.requestClose();
+                    stopAudio.tryEmitEmpty();
+                    return (interactive ? audioStopped.asMono() : Mono.<Void>empty())
+                        .then(sendEvent.apply(GptLiveSampleUtils.closeSession()))
+                        .then(closed.asMono()).timeout(GptLiveSampleUtils.TIMEOUT);
+                }));
+            return interactive ? Mono.firstWithSignal(receive, audio, renderTranscripts, conversation)
+                : Mono.firstWithSignal(receive, conversation);
+        });
+    }
+
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveFunctionToolSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveFunctionToolSample.java
new file mode 100644
index 0000000000000..beb84b53d35f2
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveFunctionToolSample.java
@@ -0,0 +1,201 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionClient;
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import com.openai.core.JsonValue;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.FunctionTool;
+import com.openai.models.live.ResponseItemCreateEvent;
+import com.openai.models.live.ServerEvent;
+import com.openai.models.responses.ResponseInputItem;
+import com.openai.models.responses.ResponseFunctionToolCall;
+import com.openai.models.responses.ResponseStreamEvent;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.LinkedHashMap;
+import java.util.Map;
+import java.util.Iterator;
+import java.util.List;
+import java.util.function.Function;
+
+/**
+ * Executes a sample weather function requested by the GPT Live Responses backend.
+ * Weather results are explicitly simulated, not a call to a weather service.
+ * Uses response.event envelopes and native response.item.create function_call_output items.
+ * This is Responses delegation, not Foundry-managed-agent tool-result routing.
+ * The uniquely named agent is deleted unless FOUNDRY_KEEP_GPT_LIVE_AGENT=true.
+ *
+ * <p>Before running the sample, set these environment variables:</p>
+ * <ul>
+ *   <li>{@code FOUNDRY_PROJECT_ENDPOINT} - The Azure AI Project endpoint.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_MODEL} - Optional. The GPT Live deployment name. Defaults to {@code gpt-live-1}.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_BACKEND_MODEL} - Optional. The Responses backend deployment name in the Live
+ *   resource. Defaults to {@code gpt-5.6-terra}.</li>
+ *   <li>{@code FOUNDRY_KEEP_GPT_LIVE_AGENT} - Optional. Set to {@code true} to keep the agent after the sample.
+ *   Defaults to {@code false}.</li>
+ * </ul>
+ */
+public class GptLiveFunctionToolSample {
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String model = configuration.get("FOUNDRY_GPT_LIVE_MODEL");
+        String backendModel = configuration.get("FOUNDRY_GPT_LIVE_BACKEND_MODEL");
+        boolean keepAgent = Boolean.parseBoolean(configuration.get("FOUNDRY_KEEP_GPT_LIVE_AGENT", "false"));
+
+        if (endpoint == null || endpoint.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_PROJECT_ENDPOINT before running this sample.");
+        }
+        if (model == null) {
+            model = "gpt-live-1";
+        } else if (model.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_GPT_LIVE_MODEL before running this sample.");
+        }
+        if (backendModel == null) {
+            backendModel = "gpt-5.6-terra";
+        } else if (backendModel.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_GPT_LIVE_BACKEND_MODEL before running this sample.");
+        }
+
+        AgentsClientBuilder builder = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .allowPreview(true);
+        try (GptLiveSampleUtils.AgentResource agent
+            = GptLiveSampleUtils.createAgent(builder, model, backendModel, "tools", true, keepAgent);
+            BetaVoiceAgentsLiveWebSocketSessionClient session = agent.builder.beta()
+                .buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession(agent.name)) {
+            runConversation(session,
+                Collections.singletonList(args.length == 0 ? "What is the weather in Seattle?" : args[0]),
+                GptLiveFunctionToolSample::toolResult);
+        }
+    }
+
+    static void runConversation(BetaVoiceAgentsLiveWebSocketSessionClient session, List<String> prompts,
+        Function<ResponseFunctionToolCall, ClientEvent> toolHandler) {
+        Iterator<String> pending = prompts.iterator();
+        List<ClientEvent> results = new ArrayList<>();
+        boolean started = false;
+        boolean awaitingResponse = false;
+        boolean closing = false;
+        int continuations = 0;
+        for (ServerEvent event : session.receiveEvents(GptLiveSampleUtils.TIMEOUT)) {
+            GptLiveSampleUtils.printEvent(event);
+            boolean nextTurn = false;
+            if (event.isSessionStarted()) {
+                if (started) {
+                    throw new IllegalStateException("Duplicate session.started event.");
+                }
+                started = true;
+                nextTurn = true;
+            } else if (event.isResponseEvent()) {
+                ResponseStreamEvent response = GptLiveSampleUtils.backendEvent(event);
+                if (response.isOutputItemDone() && response.asOutputItemDone().item().isFunctionCall()) {
+                    ResponseFunctionToolCall call = response.asOutputItemDone().item().asFunctionCall();
+                    results.add(toolHandler.apply(call));
+                } else if (response.isCompleted()) {
+                    if (!started || !awaitingResponse || closing) {
+                        throw new IllegalStateException("Unexpected GPT Live response lifecycle event.");
+                    }
+                    if (!results.isEmpty()) {
+                        if (++continuations > 8) {
+                            throw new IllegalStateException("Sample tool continuation limit exceeded.");
+                        }
+                        for (ClientEvent result : results) {
+                            session.sendEvent(result);
+                        }
+                        results.clear();
+                        session.sendEvent(GptLiveSampleUtils.responseCreate());
+                    } else {
+                        continuations = 0;
+                        awaitingResponse = false;
+                        System.out.println();
+                        nextTurn = true;
+                    }
+                }
+            } else if (event.isSessionClosed()) {
+                String reason = event.asSessionClosed().reason().toString();
+                if (!(started && "remote_hangup".equals(reason))
+                    && !(closing && "close_requested".equals(reason))) {
+                    throw new IllegalStateException("GPT Live closed before all turns completed. Event: " + event
+                        + "; transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason());
+                }
+                System.out.println("Live session closed (" + reason + ").");
+                return;
+            }
+            if (nextTurn) {
+                if (pending.hasNext()) {
+                    String prompt = pending.next();
+                    System.out.println("You: " + prompt);
+                    System.out.print("Assistant: ");
+                    awaitingResponse = true;
+                    session.sendEvent(GptLiveSampleUtils.userMessage(prompt));
+                    session.sendEvent(GptLiveSampleUtils.responseCreate());
+                } else {
+                    closing = true;
+                    session.sendEvent(GptLiveSampleUtils.closeSession());
+                }
+            }
+        }
+        throw new IllegalStateException("GPT Live disconnected without session.closed.");
+    }
+
+    static FunctionTool weatherTool() {
+        FunctionTool.Parameters schema = FunctionTool.Parameters.builder()
+            .putAdditionalProperty("type", JsonValue.from("object"))
+            .putAdditionalProperty("properties", JsonValue.from(
+                Collections.singletonMap("city", Collections.singletonMap("type", "string"))))
+            .putAdditionalProperty("required", JsonValue.from(Collections.singletonList("city")))
+            .putAdditionalProperty("additionalProperties", JsonValue.from(false))
+            .build();
+        return FunctionTool.builder().name("get_weather")
+            .description("Get simulated weather for a city. This sample returns demonstration data only.")
+            .parameters(schema)
+            .strict(true)
+            .build();
+    }
+
+    static ClientEvent toolResult(ResponseFunctionToolCall call) {
+        if (!"get_weather".equals(call.name())) {
+            throw new IllegalArgumentException("Unsupported sample tool: " + call.name());
+        }
+        Map<?, ?> arguments = object(
+            BinaryData.fromString(call.arguments()));
+        Map<String, Object> result = new LinkedHashMap<>();
+        result.put("city", string(arguments, "city"));
+        result.put("condition", "sunny");
+        result.put("temperature_f", 72);
+        result.put("simulated", true);
+        return ClientEvent.ofResponseItemCreate(ResponseItemCreateEvent.builder()
+            .item(ResponseInputItem.FunctionCallOutput.builder()
+                .callId(call.callId())
+                .output(BinaryData.fromObject(result).toString())
+                .build())
+            .build());
+    }
+
+    static Map<?, ?> object(BinaryData data) {
+        return data.toObject(Map.class);
+    }
+
+    static Map<?, ?> object(Object value) {
+        if (!(value instanceof Map<?, ?>)) {
+            throw new IllegalArgumentException("Expected a native Live JSON object: " + value);
+        }
+        return (Map<?, ?>) value;
+    }
+
+    static String string(Map<?, ?> event, String field) {
+        Object value = event.get(field);
+        if (!(value instanceof String)) {
+            throw new IllegalArgumentException("Missing or invalid Live event field: " + field);
+        }
+        return (String) value;
+    }
+
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAsyncSample.java
new file mode 100644
index 0000000000000..b5c267619953c
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAsyncSample.java
@@ -0,0 +1,84 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaVoiceAgentsLiveConversationsAsyncClient;
+import com.azure.ai.agents.models.PageOrder;
+import com.azure.ai.agents.models.VoiceAgentLiveConversation;
+import com.azure.ai.agents.models.VoiceAgentLiveConversationItem;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+
+/**
+ * Asynchronously reads persisted GPT Live conversations and transcript items.
+ * The session must have used {@code store=true}. The agent and conversation must still exist.
+ * Like {@link GptLiveReadConversationSample}, this sample prints sensitive stored content without modifying data.
+ * Blocking occurs only at the standalone main method boundary.
+ *
+ * <p>Before running the sample, set these environment variables:</p>
+ * <ul>
+ *   <li>{@code FOUNDRY_PROJECT_ENDPOINT} - Required. The Azure AI Project endpoint. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_AGENT_NAME} - Required. The existing GPT Live agent's name. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_CONVERSATION_ID} - Required. The persisted Foundry conversation ID from
+ *   {@code session.started.conversation_id}, not the native session ID. No default.</li>
+ * </ul>
+ *
+ * <p>Authenticates with {@code DefaultAzureCredential}. Run without command-line arguments.
+ * Model deployment settings are not needed because this sample reads an existing conversation.</p>
+ */
+public class GptLiveReadConversationAsyncSample {
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_GPT_LIVE_AGENT_NAME");
+        String conversationId
+            = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_GPT_LIVE_CONVERSATION_ID");
+        BetaVoiceAgentsLiveConversationsAsyncClient client = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .addPolicy(GptLiveReadConversationSample.previewHeaders())
+            .beta().buildBetaVoiceAgentsLiveConversationsAsyncClient();
+        readConversation(client, agentName, conversationId).block();
+    }
+
+    static Mono<Void> readConversation(BetaVoiceAgentsLiveConversationsAsyncClient client, String agentName,
+        String conversationId) {
+        return listConversations(client, agentName, null)
+            .doOnNext(conversation -> System.out.printf("Available conversation: %s (%s)%n",
+                conversation.getId(), conversation.getStatus()))
+            .then(Mono.defer(() -> client.getAgentConversation(agentName, conversationId)
+                .doOnNext(GptLiveReadConversationSample::printConversation)))
+            .thenMany(listItems(client, agentName, conversationId, null))
+            .concatMap(item -> client.getAgentConversationItem(agentName, conversationId, item.getId()), 0)
+            .doOnNext(GptLiveReadConversationSample::printItem)
+            .then();
+    }
+
+    private static Flux<VoiceAgentLiveConversation> listConversations(BetaVoiceAgentsLiveConversationsAsyncClient client,
+        String agentName, String after) {
+        return client.listAgentConversations(agentName, 100, PageOrder.ASC, after, null).collectList()
+            .flatMapMany(page -> {
+                if (page.isEmpty()) {
+                    return Flux.empty();
+                }
+                String next = GptLiveReadConversationSample.nextCursor(page.get(page.size() - 1).getId(), after);
+                return Flux.fromIterable(page).concatWith(Flux.defer(() -> listConversations(client, agentName, next)));
+            });
+    }
+
+    private static Flux<VoiceAgentLiveConversationItem> listItems(BetaVoiceAgentsLiveConversationsAsyncClient client,
+        String agentName, String conversationId, String after) {
+        return client.listAgentConversationItems(agentName, conversationId, 100, PageOrder.ASC, after, null).collectList()
+            .flatMapMany(page -> {
+                if (page.isEmpty()) {
+                    return Flux.empty();
+                }
+                String next = GptLiveReadConversationSample.nextCursor(page.get(page.size() - 1).getId(), after);
+                return Flux.fromIterable(page)
+                    .concatWith(Flux.defer(() -> listItems(client, agentName, conversationId, next)));
+            });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioAsyncSample.java
new file mode 100644
index 0000000000000..83325b3f132c9
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioAsyncSample.java
@@ -0,0 +1,91 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaVoiceAgentsLiveConversationsAsyncClient;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import java.nio.file.Path;
+import reactor.core.publisher.Mono;
+import reactor.core.scheduler.Schedulers;
+
+/**
+ * Asynchronously downloads persisted GPT Live merged audio and optionally a speech item's WAV to new files.
+ * The session must have used {@code store=true}. The agent and conversation must still exist.
+ * Wait for recording finalization after the session ends. Like {@link GptLiveReadConversationAudioSample},
+ * HTTP errors propagate and BYOS audio requires separate Azure Storage credentials.
+ * File writes run on boundedElastic, not an HTTP I/O thread.
+ * Blocking occurs only at the standalone main method boundary. Global Reactor schedulers are not shut down.
+ * No agent or persisted data is modified or deleted.
+ *
+ * <p>Before running the sample, set these environment variables:</p>
+ * <ul>
+ *   <li>{@code FOUNDRY_PROJECT_ENDPOINT} - Required. The Azure AI Project endpoint. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_AGENT_NAME} - Required. The existing GPT Live agent's name. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_CONVERSATION_ID} - Required. The persisted Foundry conversation ID from
+ *   {@code session.started.conversation_id}, not the native session ID. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_ITEM_ID} - Optional. A speech item's ID, not a delegation item.
+ *   Defaults to unset, downloading only the merged conversation audio. Explicitly blank values are invalid.</li>
+ * </ul>
+ *
+ * <p>To download an individual speech item's audio:</p>
+ * <ol>
+ *   <li>Run {@link GptLiveReadConversationSample} with the same project endpoint, agent name, and conversation ID.</li>
+ *   <li>Find the desired transcript in its output and copy the ID from the preceding
+ *   {@code Item <item-id>: type=input} or {@code Item <item-id>: type=output} line. Do not select a delegation item.</li>
+ *   <li>Set {@code FOUNDRY_GPT_LIVE_ITEM_ID} to that ID, then run this sample with an existing output directory
+ *   as its sole command-line argument. It downloads both the merged call audio and the selected item's WAV.</li>
+ * </ol>
+ * <p>For merged call audio only, skip the item lookup and leave {@code FOUNDRY_GPT_LIVE_ITEM_ID} unset.</p>
+ *
+ * <p>Authenticates with {@code DefaultAzureCredential}. Pass one existing output directory as the sole
+ * command-line argument; there is no default directory. Treat downloaded audio as sensitive data.
+ * Model deployment settings are not needed because this sample reads an existing conversation.</p>
+ */
+public class GptLiveReadConversationAudioAsyncSample {
+    public static void main(String[] args) {
+        Path directory = GptLiveReadConversationAudioSample.outputDirectory(args);
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_GPT_LIVE_AGENT_NAME");
+        String conversationId
+            = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_GPT_LIVE_CONVERSATION_ID");
+        String itemId = configuration.get("FOUNDRY_GPT_LIVE_ITEM_ID");
+        BetaVoiceAgentsLiveConversationsAsyncClient client = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .addPolicy(GptLiveReadConversationSample.previewHeaders())
+            .beta().buildBetaVoiceAgentsLiveConversationsAsyncClient();
+        downloadAudio(client, agentName, conversationId, itemId, directory).block();
+    }
+
+    static Mono<Void> downloadAudio(BetaVoiceAgentsLiveConversationsAsyncClient client, String agentName,
+        String conversationId, String itemId, Path directory) {
+        if (itemId != null && itemId.trim().isEmpty()) {
+            return Mono.error(new IllegalArgumentException("FOUNDRY_GPT_LIVE_ITEM_ID must not be blank when set."));
+        }
+        Mono<Void> merged = client.getAgentConversationAudio(agentName, conversationId).flatMap(recording -> {
+            GptLiveReadConversationAudioSample.printRecording(recording);
+            return GptLiveReadConversationAudioSample.isFoundryManaged(recording.getBlobUri())
+                ? client.downloadAgentConversationAudio(agentName, conversationId)
+                    .flatMap(audio -> saveAudio(audio, directory, "gpt-live-call-"))
+                : Mono.empty();
+        });
+        return merged.then(Mono.defer(() -> itemId == null ? Mono.empty()
+            : client.getAgentConversationAudioItem(agentName, conversationId, itemId).flatMap(item -> {
+                System.out.printf("Item %s: format=%s, rate=%d%n", itemId, item.getFormat(), item.getSampleRate());
+                return GptLiveReadConversationAudioSample.isFoundryManaged(item.getBlobUri())
+                    ? client.downloadAgentConversationAudioItem(agentName, conversationId, itemId)
+                        .flatMap(audio -> saveAudio(audio, directory, "gpt-live-item-"))
+                    : Mono.empty();
+            })));
+    }
+
+    private static Mono<Void> saveAudio(BinaryData audio, Path directory, String prefix) {
+        return Mono.fromCallable(() -> GptLiveReadConversationAudioSample.saveAudio(audio, directory, prefix))
+            .subscribeOn(Schedulers.boundedElastic())
+            .then();
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioSample.java
new file mode 100644
index 0000000000000..8a28f0dc81b38
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationAudioSample.java
@@ -0,0 +1,122 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaVoiceAgentsLiveConversationsClient;
+import com.azure.ai.agents.models.VoiceAudioItem;
+import com.azure.ai.agents.models.VoiceRecording;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.Paths;
+
+/**
+ * Downloads persisted GPT Live merged audio and optionally a speech item's WAV to new files.
+ * The session must have used {@code store=true}. The agent and conversation must still exist.
+ * Wait for recording finalization after the session ends. HTTP errors propagate: inspect Retry-After on
+ * recording_not_ready (409), and distinguish missing audio (404) from recording_unavailable (409).
+ * BYOS audio requires separate Azure Storage credentials; this sample does not download it.
+ * No agent or persisted data is modified or deleted.
+ *
+ * <p>Before running the sample, set these environment variables:</p>
+ * <ul>
+ *   <li>{@code FOUNDRY_PROJECT_ENDPOINT} - Required. The Azure AI Project endpoint. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_AGENT_NAME} - Required. The existing GPT Live agent's name. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_CONVERSATION_ID} - Required. The persisted Foundry conversation ID from
+ *   {@code session.started.conversation_id}, not the native session ID. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_ITEM_ID} - Optional. A speech item's ID, not a delegation item.
+ *   Defaults to unset, downloading only the merged conversation audio. Explicitly blank values are invalid.</li>
+ * </ul>
+ *
+ * <p>To download an individual speech item's audio:</p>
+ * <ol>
+ *   <li>Run {@link GptLiveReadConversationSample} with the same project endpoint, agent name, and conversation ID.</li>
+ *   <li>Find the desired transcript in its output and copy the ID from the preceding
+ *   {@code Item <item-id>: type=input} or {@code Item <item-id>: type=output} line. Do not select a delegation item.</li>
+ *   <li>Set {@code FOUNDRY_GPT_LIVE_ITEM_ID} to that ID, then run this sample with an existing output directory
+ *   as its sole command-line argument. It downloads both the merged call audio and the selected item's WAV.</li>
+ * </ol>
+ * <p>For merged call audio only, skip the item lookup and leave {@code FOUNDRY_GPT_LIVE_ITEM_ID} unset.</p>
+ *
+ * <p>Authenticates with {@code DefaultAzureCredential}. Pass one existing output directory as the sole
+ * command-line argument; there is no default directory. Treat downloaded audio as sensitive data.
+ * Model deployment settings are not needed because this sample reads an existing conversation.</p>
+ */
+public class GptLiveReadConversationAudioSample {
+    public static void main(String[] args) throws IOException {
+        Path directory = outputDirectory(args);
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_GPT_LIVE_AGENT_NAME");
+        String conversationId
+            = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_GPT_LIVE_CONVERSATION_ID");
+        String itemId = configuration.get("FOUNDRY_GPT_LIVE_ITEM_ID");
+        BetaVoiceAgentsLiveConversationsClient client = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .addPolicy(GptLiveReadConversationSample.previewHeaders())
+            .beta().buildBetaVoiceAgentsLiveConversationsClient();
+        downloadAudio(client, agentName, conversationId, itemId, directory);
+    }
+
+    static void downloadAudio(BetaVoiceAgentsLiveConversationsClient client, String agentName,
+        String conversationId, String itemId, Path directory) throws IOException {
+        if (itemId != null && itemId.trim().isEmpty()) {
+            throw new IllegalArgumentException("FOUNDRY_GPT_LIVE_ITEM_ID must not be blank when set.");
+        }
+        VoiceRecording recording = client.getAgentConversationAudio(agentName, conversationId);
+        printRecording(recording);
+        if (isFoundryManaged(recording.getBlobUri())) {
+            saveAudio(client.downloadAgentConversationAudio(agentName, conversationId), directory, "gpt-live-call-");
+        }
+        if (itemId != null) {
+            VoiceAudioItem item = client.getAgentConversationAudioItem(agentName, conversationId, itemId);
+            System.out.printf("Item %s: format=%s, rate=%d%n", itemId, item.getFormat(), item.getSampleRate());
+            if (isFoundryManaged(item.getBlobUri())) {
+                saveAudio(client.downloadAgentConversationAudioItem(agentName, conversationId, itemId),
+                    directory, "gpt-live-item-");
+            }
+        }
+    }
+
+    static void printRecording(VoiceRecording recording) {
+        System.out.printf("Recording: format=%s, rate=%d, channels=%d, durationMs=%s%n",
+            recording.getFormat(), recording.getSampleRate(), recording.getChannels(), recording.getDurationMs());
+    }
+
+    static boolean isFoundryManaged(String blobUri) {
+        if (blobUri == null || blobUri.isEmpty()) {
+            return true;
+        }
+        System.out.println("BYOS audio: use metadata.getBlobUri() with your own Azure Storage credentials.");
+        return false;
+    }
+
+    static Path saveAudio(BinaryData audio, Path directory, String prefix) throws IOException {
+        Path output = Files.createTempFile(directory, prefix, ".wav");
+        try (OutputStream stream = Files.newOutputStream(output)) {
+            audio.writeTo(stream);
+        } catch (IOException | RuntimeException error) {
+            try {
+                Files.deleteIfExists(output);
+            } catch (IOException cleanupError) {
+                error.addSuppressed(cleanupError);
+            }
+            throw error;
+        }
+        System.out.println("Saved WAV: " + output.toAbsolutePath());
+        return output;
+    }
+
+    static Path outputDirectory(String[] args) {
+        if (args.length != 1 || !Files.isDirectory(Paths.get(args[0]))) {
+            throw new IllegalArgumentException("Pass one existing output directory as the command-line argument.");
+        }
+        return Paths.get(args[0]);
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationSample.java
new file mode 100644
index 0000000000000..00b5260e64b0d
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveReadConversationSample.java
@@ -0,0 +1,113 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaVoiceAgentsLiveConversationsClient;
+import com.azure.ai.agents.models.PageOrder;
+import com.azure.ai.agents.models.VoiceAgentLiveConversation;
+import com.azure.ai.agents.models.VoiceAgentLiveConversationItem;
+import com.azure.ai.agents.models.VoiceAgentLiveDelegationConversationItem;
+import com.azure.ai.agents.models.VoiceAgentLiveInputConversationItem;
+import com.azure.ai.agents.models.VoiceAgentLiveOutputConversationItem;
+import com.azure.core.http.HttpHeaders;
+import com.azure.core.http.policy.AddHeadersPolicy;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import java.util.List;
+import java.util.stream.Collectors;
+
+/**
+ * Lists persisted GPT Live conversations and reads one conversation's status, usage, and transcript items.
+ * The session must have used {@code store=true}. Use {@code session.started.conversation_id}, not the native session ID.
+ * Stored speech segments are not native turns or proof of playback; delegation results are not spoken transcripts.
+ * This sample prints sensitive stored content. It does not create sessions, modify agents, or delete data.
+ *
+ * <p>Before running the sample, set these environment variables:</p>
+ * <ul>
+ *   <li>{@code FOUNDRY_PROJECT_ENDPOINT} - Required. The Azure AI Project endpoint. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_AGENT_NAME} - Required. The existing GPT Live agent's name. No default.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_CONVERSATION_ID} - Required. The persisted Foundry conversation ID from
+ *   {@code session.started.conversation_id}. No default.</li>
+ * </ul>
+ *
+ * <p>Authenticates with {@code DefaultAzureCredential}. Run without command-line arguments.
+ * Model deployment settings are not needed because this sample reads an existing conversation.</p>
+ */
+public class GptLiveReadConversationSample {
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_PROJECT_ENDPOINT");
+        String agentName = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_GPT_LIVE_AGENT_NAME");
+        String conversationId = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_GPT_LIVE_CONVERSATION_ID");
+        BetaVoiceAgentsLiveConversationsClient client = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .addPolicy(previewHeaders())
+            .beta()
+            .buildBetaVoiceAgentsLiveConversationsClient();
+        readConversation(client, agentName, conversationId);
+    }
+
+    static AddHeadersPolicy previewHeaders() {
+        // The generated Live REST builder methods do not automatically opt in to the voice preview.
+        return new AddHeadersPolicy(new HttpHeaders().set("Foundry-Features", "VoiceAgents=V1Preview"));
+    }
+
+    static void readConversation(BetaVoiceAgentsLiveConversationsClient client, String agentName,
+        String conversationId) {
+        // Generated paging exposes cursor parameters but no automatic continuation token.
+        String after = null;
+        while (true) {
+            List<VoiceAgentLiveConversation> page = client
+                .listAgentConversations(agentName, 100, PageOrder.ASC, after, null).stream().collect(Collectors.toList());
+            if (page.isEmpty()) {
+                break;
+            }
+            for (VoiceAgentLiveConversation conversation : page) {
+                System.out.printf("Available conversation: %s (%s)%n", conversation.getId(), conversation.getStatus());
+            }
+            after = nextCursor(page.get(page.size() - 1).getId(), after);
+        }
+        printConversation(client.getAgentConversation(agentName, conversationId));
+        after = null;
+        while (true) {
+            List<VoiceAgentLiveConversationItem> page = client
+                .listAgentConversationItems(agentName, conversationId, 100, PageOrder.ASC, after, null)
+                .stream().collect(Collectors.toList());
+            if (page.isEmpty()) {
+                break;
+            }
+            for (VoiceAgentLiveConversationItem item : page) {
+                printItem(client.getAgentConversationItem(agentName, conversationId, item.getId()));
+            }
+            after = nextCursor(page.get(page.size() - 1).getId(), after);
+        }
+    }
+
+    static String nextCursor(String id, String previous) {
+        if (id == null || id.isEmpty() || id.equals(previous)) {
+            throw new IllegalStateException("The service returned a missing or non-advancing pagination cursor.");
+        }
+        return id;
+    }
+
+    static void printConversation(VoiceAgentLiveConversation conversation) {
+        System.out.printf("Conversation %s: status=%s, created=%s, completed=%s, usageSeconds=%s%n",
+            conversation.getId(), conversation.getStatus(), conversation.getCreatedAt(), conversation.getCompletedAt(),
+            conversation.getUsage() == null ? null : conversation.getUsage().seconds());
+    }
+
+    static void printItem(VoiceAgentLiveConversationItem item) {
+        System.out.printf("Item %s: type=%s%n", item.getId(), item.getType());
+        if (item instanceof VoiceAgentLiveInputConversationItem) {
+            System.out.println("User transcript: " + ((VoiceAgentLiveInputConversationItem) item).getTranscription());
+        } else if (item instanceof VoiceAgentLiveOutputConversationItem) {
+            System.out.println("Assistant transcript: " + ((VoiceAgentLiveOutputConversationItem) item).getTranscription());
+        } else if (item instanceof VoiceAgentLiveDelegationConversationItem) {
+            VoiceAgentLiveDelegationConversationItem delegation = (VoiceAgentLiveDelegationConversationItem) item;
+            System.out.printf("Delegation target=%s, response=%s%n", delegation.getTarget(), delegation.getResponseId());
+        }
+    }
+
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveSampleUtils.java
new file mode 100644
index 0000000000000..41697c5bd6af7
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveSampleUtils.java
@@ -0,0 +1,696 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClient;
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.models.CreateAgentVersionInput;
+import com.azure.ai.agents.models.VoiceAgentLiveDefinition;
+import com.azure.ai.agents.models.VoiceAgentLiveResponsesDelegation;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.openai.core.JsonValue;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.CommentaryAppendEvent;
+import com.openai.models.live.InputAudioAppendEvent;
+import com.openai.models.live.ResponseCreateEvent;
+import com.openai.models.live.ResponseItemCreateEvent;
+import com.openai.models.live.ResponsesDelegationConfig;
+import com.openai.models.live.ServerEvent;
+import com.openai.models.live.SessionCloseEvent;
+import com.openai.models.live.SessionConfig;
+import com.openai.models.responses.EasyInputMessage;
+import com.openai.models.responses.ResponseInputContent;
+import com.openai.models.responses.ResponseInputText;
+import com.openai.models.responses.ResponseStreamEvent;
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.time.Duration;
+import java.util.Arrays;
+import java.util.Base64;
+import java.util.LinkedHashMap;
+import java.util.Map;
+import java.util.UUID;
+import java.util.concurrent.BlockingQueue;
+import java.util.concurrent.LinkedBlockingQueue;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Function;
+import java.util.function.Predicate;
+import java.util.function.Supplier;
+import javax.sound.sampled.AudioFormat;
+import javax.sound.sampled.AudioSystem;
+import javax.sound.sampled.LineUnavailableException;
+import javax.sound.sampled.SourceDataLine;
+import javax.sound.sampled.TargetDataLine;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+import reactor.core.publisher.Sinks;
+import reactor.core.scheduler.Schedulers;
+
+final class GptLiveSampleUtils {
+    static final Duration TIMEOUT = Duration.ofSeconds(60);
+
+    private GptLiveSampleUtils() {
+    }
+
+    static String requireSetting(Configuration configuration, String name) {
+        String value = configuration.get(name);
+        if (value == null || value.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable " + name + " before running this sample.");
+        }
+        return value;
+    }
+
+    static String readPromptBlocking(BufferedReader reader, AudioTranscriptPrinter transcripts) throws IOException {
+        transcripts.beginInput();
+        try {
+            String line = reader.readLine();
+            if (line == null) {
+                return null;
+            }
+            String text = line.trim();
+            return text.isEmpty() || "exit".equalsIgnoreCase(text) || "quit".equalsIgnoreCase(text) ? null : text;
+        } finally {
+            transcripts.endInput();
+        }
+    }
+
+    static Mono<Void> promptAsync(Function<ClientEvent, Mono<Void>> sendEvent,
+        Function<AudioTranscriptPrinter, Mono<String>> nextPrompt,
+        AtomicReference<Sinks.Empty<Void>> responseCompleted, boolean spoken,
+        AudioTranscriptPrinter transcripts, ConversationEventHandler<?> handler) {
+        return nextPrompt.apply(transcripts).flatMap(text -> {
+            Sinks.Empty<Void> completion = Sinks.empty();
+            responseCompleted.set(completion);
+            handler.beginResponse();
+            if (!spoken) {
+                System.out.print("Assistant: ");
+                System.out.flush();
+            }
+            return sendEvent.apply(userMessage(text))
+                .then(sendEvent.apply(responseCreate()))
+                .then(completion.asMono()).timeout(TIMEOUT)
+                .thenReturn(true);
+        }).defaultIfEmpty(false)
+            .flatMap(keepGoing -> keepGoing
+                ? Mono.defer(() -> promptAsync(sendEvent, nextPrompt, responseCompleted, spoken, transcripts, handler))
+                : Mono.empty());
+    }
+
+    static Flux<ClientEvent> silenceFramesAsync() {
+        // Twenty milliseconds of 24-kHz mono PCM16LE.
+        ClientEvent silence = audio(new byte[960]);
+        return Mono.just(silence)
+            .concatWith(Mono.just(silence).delayElement(Duration.ofMillis(20)).repeat());
+    }
+
+    static final class Greeting {
+        // PCM16 peak levels up to 256 (about -42 dBFS) are treated as silence for this heuristic.
+        static final int SILENCE_PEAK_THRESHOLD = 256;
+        private final Sinks.Many<Integer> progress = Sinks.many().replay().latest();
+        private int received;
+
+        void onAudio(byte[] pcm) {
+            if (hasSpeech(pcm)) {
+                received |= 1;
+                progress.tryEmitNext(received);
+            }
+        }
+
+        void onTranscript() {
+            received |= 2;
+            progress.tryEmitNext(received);
+        }
+
+        Mono<Void> awaitPlaybackAsync(Runnable drainAudio) {
+            // Output can continue with silent PCM after speaking; only speech activity restarts this timer.
+            return quietPeriodsAsync().next()
+                .timeout(TIMEOUT)
+                .then(Mono.<Void>fromRunnable(drainAudio).subscribeOn(Schedulers.boundedElastic()));
+        }
+
+        Flux<Long> quietPeriodsAsync() {
+            return progress.asFlux().filter(parts -> parts == 3)
+                .switchMap(parts -> Mono.delay(Duration.ofSeconds(1)));
+        }
+    }
+
+    abstract static class ConversationEventHandler<T> {
+        private final boolean spoken;
+        private final Supplier<String> closeDetails;
+        private final Predicate<String> acceptClose;
+        private volatile boolean started;
+        private volatile boolean awaitingResponse;
+        private volatile boolean closing;
+        private volatile boolean finalized;
+        private volatile boolean remoteHangup;
+
+        ConversationEventHandler(boolean spoken, Supplier<String> closeDetails, Predicate<String> acceptClose) {
+            this.spoken = spoken;
+            this.closeDetails = closeDetails;
+            this.acceptClose = acceptClose;
+        }
+
+        final boolean canStreamAudio() {
+            return spoken && started && !closing;
+        }
+
+        final boolean canReadPrompt(boolean greetingComplete) {
+            return started && greetingComplete && !awaitingResponse && !closing;
+        }
+
+        final void beginResponse() {
+            awaitingResponse = true;
+        }
+
+        final void requestClose() {
+            closing = true;
+        }
+
+        final boolean awaitConversationAfterReceive() {
+            if (!finalized) {
+                throw new IllegalStateException("GPT Live disconnected without session.closed.");
+            }
+            return !remoteHangup;
+        }
+
+        final T process(ServerEvent event) {
+            if (event.isSessionStarted()) {
+                if (started) {
+                    throw new IllegalStateException("Duplicate session.started event.");
+                }
+                started = true;
+                return onStarted();
+            }
+            ResponseStreamEvent backend = backendEvent(event);
+            if (backend != null) {
+                if (backend.isCompleted()) {
+                    // Spoken greetings or unsolicited responses have no pending prompt, even during closure.
+                    if (spoken && started && !awaitingResponse) {
+                        return ignored();
+                    }
+                    // Otherwise, completion requires a pending response in a started session that is not closing.
+                    if (!started || !awaitingResponse || closing) {
+                        throw new IllegalStateException("Unexpected GPT Live response lifecycle event.");
+                    }
+                }
+                return onResponse(backend);
+            }
+            if (event.isSessionClosed()) {
+                String reason = event.asSessionClosed().reason().toString();
+                boolean remote = started && "remote_hangup".equals(reason);
+                boolean accepted = acceptClose.test(reason);
+                // Allow a remote hangup after startup, a caller-accepted reason, or acknowledgment of our close request.
+                if (!remote && !accepted && !(closing && "close_requested".equals(reason))) {
+                    throw new IllegalStateException("GPT Live closed before all turns completed. Event: " + event
+                        + "; " + closeDetails.get());
+                }
+                remoteHangup = remote || accepted;
+                finalized = true;
+                System.out.println("Live session closed (" + reason + ").");
+                return onClosed();
+            }
+            return ignored();
+        }
+
+        final boolean completeResponse(boolean continuation) {
+            if (continuation) {
+                return false;
+            }
+            awaitingResponse = false;
+            if (!spoken) {
+                System.out.println();
+            }
+            return true;
+        }
+
+        abstract T onStarted();
+
+        abstract T onResponse(ResponseStreamEvent event);
+
+        abstract T onClosed();
+
+        abstract T ignored();
+    }
+
+    static byte[] decodeAudio(ServerEvent event) {
+        byte[] pcm = Base64.getDecoder().decode(event.asSessionOutputAudioDelta().delta());
+        if (pcm.length % 2 != 0) {
+            throw new IllegalArgumentException("GPT Live PCM16 audio must contain complete two-byte samples.");
+        }
+        return pcm;
+    }
+
+    static boolean hasSpeech(byte[] pcm) {
+        for (int offset = 0; offset < pcm.length; offset += 2) {
+            int sample = (short) ((pcm[offset] & 0xff) | (pcm[offset + 1] << 8));
+            if (sample < -Greeting.SILENCE_PEAK_THRESHOLD || sample > Greeting.SILENCE_PEAK_THRESHOLD) {
+                return true;
+            }
+        }
+        return false;
+    }
+
+    static BinaryData event(String type, String field, Object value) {
+        Map<String, Object> event = new LinkedHashMap<>();
+        event.put("type", type);
+        if (field != null) {
+            event.put(field, value);
+        }
+        return BinaryData.fromObject(event);
+    }
+
+    static ClientEvent userMessage(String text) {
+        return ClientEvent.ofResponseItemCreate(ResponseItemCreateEvent.builder()
+            .item(EasyInputMessage.builder()
+                .role(EasyInputMessage.Role.USER)
+                .type(EasyInputMessage.Type.MESSAGE)
+                .contentOfResponseInputMessageContentList(java.util.Collections.singletonList(
+                    ResponseInputContent.ofInputText(ResponseInputText.builder().text(text).build())))
+                .build())
+            .build());
+    }
+
+    static ClientEvent audio(byte[] pcm) {
+        return ClientEvent.ofSessionInputAudioAppend(InputAudioAppendEvent.builder()
+            .audio(Base64.getEncoder().encodeToString(pcm)).build());
+    }
+
+    static ClientEvent commentary(String content) {
+        return ClientEvent.ofSessionCommentaryAppend(CommentaryAppendEvent.builder()
+            .content(content)
+            .delegationId(java.util.Optional.empty())
+            .build());
+    }
+
+    static ClientEvent responseCreate() {
+        return ClientEvent.ofResponseCreate(ResponseCreateEvent.builder().build());
+    }
+
+    static ClientEvent closeSession() {
+        return ClientEvent.ofSessionClose(SessionCloseEvent.builder().build());
+    }
+
+    static ResponseStreamEvent backendEvent(ServerEvent event) {
+        return event.isResponseEvent()
+            ? JsonValue.from(event.asResponseEvent().event()._additionalProperties()).convert(ResponseStreamEvent.class)
+            : null;
+    }
+
+    static void checkError(ServerEvent event) {
+        if (event.isErrorEvent()) {
+            com.openai.models.live.Error error = event.asErrorEvent().error();
+            boolean moderated = "content_filter".equals(error._code().asString().orElse(null))
+                || "content_filter".equals(error._type().asString().orElse(null));
+            throw new IllegalStateException(moderated
+                ? "GPT Live service error: generation stopped by service moderation "
+                    + "(content_filter). The call has ended; review the conversation and service diagnostics. Event: "
+                    + event
+                : "GPT Live service error: " + event);
+        }
+        if (event.isResponseEvent()) {
+            checkError(backendEvent(event));
+        } else if (event._json().isPresent()) {
+            checkError(event._json().get().convert(ResponseStreamEvent.class));
+        }
+    }
+
+    static void checkError(ResponseStreamEvent event) {
+        if (event.isError() || event.isFailed() || event.isIncomplete()) {
+            Object error = JsonValue.from(event).convert(Map.class).get("error");
+            if (error instanceof Map<?, ?> && ("content_filter".equals(((Map<?, ?>) error).get("code"))
+                || "content_filter".equals(((Map<?, ?>) error).get("type")))) {
+                throw new IllegalStateException("GPT Live service error: generation stopped by service moderation "
+                    + "(content_filter). The call has ended; review the conversation and service diagnostics. Event: "
+                    + event);
+            }
+            throw new IllegalStateException("GPT Live service error: " + event);
+        }
+    }
+
+    static void printEvent(ServerEvent event) {
+        checkError(event);
+        if (event.isSessionStarted()) {
+            JsonValue conversationId = event.asSessionStarted()._additionalProperties().get("conversation_id");
+            System.out.println(conversationId == null
+                || !conversationId.asString().isPresent()
+                ? "Live session started; conversation_id not provided (persistence may be disabled)."
+                : "Live session started; conversation_id=" + conversationId.asString().get());
+        } else if (event.isSessionInputTranscriptDelta()) {
+            System.out.print(event.asSessionInputTranscriptDelta().delta());
+        } else if (event.isSessionOutputTranscriptDelta()) {
+            System.out.print(event.asSessionOutputTranscriptDelta().delta());
+        } else if (event.isResponseEvent()) {
+            ResponseStreamEvent backend = backendEvent(event);
+            if (backend.isOutputTextDelta()) {
+                System.out.print(backend.asOutputTextDelta().delta());
+            }
+        }
+    }
+
+    static final class AudioProcessor implements AutoCloseable {
+        private static final Duration SEND_TIMEOUT = Duration.ofSeconds(10);
+        private static final int CHUNK_BYTES = 2400;
+        static final int MAX_PLAYBACK_BYTES = VoiceAgentRealtimeSampleUtils.SAMPLE_RATE * 2 * 60;
+        private static final byte[] STOP = new byte[0];
+        private final Function<BinaryData, Mono<Void>> sendAudio;
+        private final AudioFormat format = new AudioFormat(VoiceAgentRealtimeSampleUtils.SAMPLE_RATE, 16, 1, true, false);
+        private final BlockingQueue<byte[]> playback = new LinkedBlockingQueue<>(MAX_PLAYBACK_BYTES / 2);
+        private int queuedPlaybackBytes;
+        private final AtomicBoolean running = new AtomicBoolean();
+        private final Sinks.Empty<Void> failure = Sinks.empty();
+        private boolean closed;
+        private TargetDataLine microphone;
+        private SourceDataLine speaker;
+        private Thread captureThread;
+        private Thread playbackThread;
+
+        AudioProcessor(TargetDataLine microphone, SourceDataLine speaker, Function<BinaryData, Mono<Void>> sendAudio) {
+            this.sendAudio = sendAudio;
+            this.microphone = microphone;
+            this.speaker = speaker;
+        }
+
+        Mono<Void> failureSignalAsync() {
+            return failure.asMono();
+        }
+
+        synchronized void start() {
+            if (closed) {
+                throw new IllegalStateException("Audio processor is already closed.");
+            }
+            try {
+                if (microphone == null) {
+                    microphone = AudioSystem.getTargetDataLine(format);
+                }
+                microphone.open(format, CHUNK_BYTES * 4);
+                if (speaker == null) {
+                    speaker = AudioSystem.getSourceDataLine(format);
+                }
+                speaker.open(format);
+                microphone.start();
+                speaker.start();
+            } catch (LineUnavailableException | IllegalArgumentException error) {
+                close();
+                throw new IllegalStateException("A 24-kHz mono PCM16 microphone and speaker are required.", error);
+            }
+
+            running.set(true);
+            captureThread = new Thread(this::capture, "voice-agent-microphone");
+            playbackThread = new Thread(this::playback, "voice-agent-speaker");
+            captureThread.setDaemon(true);
+            playbackThread.setDaemon(true);
+            captureThread.start();
+            playbackThread.start();
+        }
+
+        private void capture() {
+            byte[] buffer = new byte[CHUNK_BYTES];
+            try {
+                while (running.get()) {
+                    int read = microphone.read(buffer, 0, buffer.length);
+                    if (read > 0 && running.get()) {
+                        sendAudio.apply(BinaryData.fromBytes(Arrays.copyOf(buffer, read))).block(SEND_TIMEOUT);
+                    }
+                }
+            } catch (RuntimeException error) {
+                fail(error);
+            }
+        }
+
+        private void playback() {
+            try {
+                while (running.get()) {
+                    byte[] pcm = playback.take();
+                    if (pcm == STOP) {
+                        break;
+                    }
+                    synchronized (playback) {
+                        queuedPlaybackBytes -= pcm.length;
+                    }
+                    speaker.write(pcm, 0, pcm.length);
+                }
+            } catch (InterruptedException error) {
+                Thread.currentThread().interrupt();
+                fail(error);
+            } catch (RuntimeException error) {
+                fail(error);
+            }
+        }
+
+        void queueAudio(byte[] pcm) {
+            if (pcm == null || pcm.length == 0) {
+                return;
+            }
+            if (pcm.length % 2 != 0) {
+                fail(new IllegalArgumentException("PCM16 audio must contain complete two-byte samples."));
+                return;
+            }
+            synchronized (playback) {
+                if (!running.get()) {
+                    return;
+                }
+                if (pcm.length <= MAX_PLAYBACK_BYTES - queuedPlaybackBytes && playback.offer(pcm)) {
+                    queuedPlaybackBytes += pcm.length;
+                    return;
+                }
+            }
+            fail(new IllegalStateException("Audio playback backlog exceeded 60 seconds."));
+        }
+
+        private void fail(Throwable error) {
+            if (running.compareAndSet(true, false)) {
+                failure.tryEmitError(error);
+            }
+        }
+
+        @Override
+        public synchronized void close() {
+            if (closed) {
+                return;
+            }
+            closed = true;
+            running.set(false);
+            clearPlayback();
+            playback.offer(STOP);
+            try {
+                closeLine(microphone);
+            } finally {
+                try {
+                    closeLine(speaker);
+                } finally {
+                    if (captureThread != null) {
+                        captureThread.interrupt();
+                    }
+                    if (playbackThread != null) {
+                        playbackThread.interrupt();
+                    }
+                    join(captureThread);
+                    join(playbackThread);
+                }
+            }
+        }
+
+        private void clearPlayback() {
+            synchronized (playback) {
+                byte[] discarded;
+                while ((discarded = playback.poll()) != null) {
+                    queuedPlaybackBytes -= discarded.length;
+                }
+            }
+        }
+
+        private static void closeLine(javax.sound.sampled.DataLine line) {
+            if (line != null) {
+                try {
+                    line.stop();
+                } finally {
+                    line.close();
+                }
+            }
+        }
+
+        private static void join(Thread thread) {
+            if (thread != null && thread != Thread.currentThread()) {
+                try {
+                    thread.join(SEND_TIMEOUT.toMillis());
+                    if (thread.isAlive()) {
+                        System.err.println("Audio thread did not stop: " + thread.getName());
+                    }
+                } catch (InterruptedException error) {
+                    Thread.currentThread().interrupt();
+                }
+            }
+        }
+    }
+
+    static final class AudioTranscriptPrinter {
+        static final int MAX_BUFFERED_TRANSCRIPT_CHARACTERS = 65536;
+        private String speaker;
+        private boolean readingInput;
+        private boolean lineOpen;
+        private final boolean inputEchoed;
+        private final boolean completeUtterances;
+        private final StringBuilder pending = new StringBuilder();
+        private final StringBuilder utterance = new StringBuilder();
+
+        AudioTranscriptPrinter() {
+            this(false);
+        }
+
+        AudioTranscriptPrinter(boolean inputEchoed) {
+            this(inputEchoed, false);
+        }
+
+        AudioTranscriptPrinter(boolean inputEchoed, boolean completeUtterances) {
+            this.inputEchoed = inputEchoed;
+            this.completeUtterances = completeUtterances;
+        }
+
+        synchronized void beginInput() {
+            if (readingInput) {
+                throw new IllegalStateException("A console read is already active.");
+            }
+            if (lineOpen) {
+                System.out.println();
+            }
+            speaker = null;
+            lineOpen = false;
+            readingInput = true;
+            System.out.print("You: ");
+            System.out.flush();
+        }
+
+        synchronized void endInput() {
+            if (!readingInput) {
+                return;
+            }
+            readingInput = false;
+            if (!inputEchoed) {
+                System.out.println();
+            }
+            if (pending.length() > 0) {
+                System.out.print(pending);
+                pending.setLength(0);
+            }
+            speaker = null;
+        }
+
+        synchronized void beginTurn() {
+            speaker = null;
+        }
+
+        synchronized void endUtterance() {
+            if (utterance.length() == 0) {
+                return;
+            }
+            String spokenText = utterance.toString().trim();
+            if (spokenText.isEmpty()) {
+                utterance.setLength(0);
+                return;
+            }
+            String text = (lineOpen ? System.lineSeparator() : "") + "Assistant: " + spokenText
+                + System.lineSeparator();
+            if (readingInput && text.length() > MAX_BUFFERED_TRANSCRIPT_CHARACTERS - pending.length()) {
+                throw new IllegalStateException("Buffered transcript exceeded 65536 characters while reading input.");
+            }
+            utterance.setLength(0);
+            speaker = null;
+            write(text);
+        }
+
+        synchronized void print(ServerEvent event) {
+            checkError(event);
+            if (event.isSessionInputTranscriptDelta() || event.isSessionOutputTranscriptDelta()) {
+                String delta = event.isSessionInputTranscriptDelta()
+                    ? event.asSessionInputTranscriptDelta().delta() : event.asSessionOutputTranscriptDelta().delta();
+                if (completeUtterances && event.isSessionOutputTranscriptDelta()) {
+                    if (delta.length() > MAX_BUFFERED_TRANSCRIPT_CHARACTERS - pending.length() - utterance.length()) {
+                        throw new IllegalStateException("Buffered transcript exceeded 65536 characters.");
+                    }
+                    utterance.append(delta);
+                    return;
+                }
+                String nextSpeaker = event.isSessionInputTranscriptDelta() ? "You" : "Assistant";
+                if (!nextSpeaker.equals(speaker)) {
+                    write((lineOpen ? System.lineSeparator() : "") + nextSpeaker + ": ");
+                    speaker = nextSpeaker;
+                }
+                write(delta);
+            } else if (event.isSessionStarted()) {
+                printEvent(event);
+            } else if (event.isSessionClosed()) {
+                endUtterance();
+                if (lineOpen) {
+                    write(System.lineSeparator());
+                }
+                speaker = null;
+            }
+        }
+
+        private void write(String text) {
+            if (readingInput) {
+                if (text.length() > MAX_BUFFERED_TRANSCRIPT_CHARACTERS - pending.length() - utterance.length()) {
+                    throw new IllegalStateException("Buffered transcript exceeded 65536 characters while reading input.");
+                }
+                pending.append(text);
+            } else {
+                System.out.print(text);
+            }
+            if (!text.isEmpty()) {
+                lineOpen = !text.endsWith("\n");
+            }
+        }
+    }
+
+    static AgentResource createAgent(AgentsClientBuilder builder, String model, String backendModel,
+        String scenario, boolean tools, boolean keepAgent) {
+        ResponsesDelegationConfig.Builder responses = ResponsesDelegationConfig.builder().model(backendModel)
+                .instructions(tools
+                    ? "Use get_weather for weather requests. After receiving its result, answer briefly."
+                    : "Answer the user briefly and helpfully.");
+        if (tools) {
+            responses.addTool(GptLiveFunctionToolSample.weatherTool());
+        }
+        VoiceAgentLiveDefinition definition = new VoiceAgentLiveDefinition(model)
+                .setInstructions("You are a helpful voice assistant. Delegate requests to your Responses backend.")
+                .setAudio(SessionConfig.Audio.builder()
+                    .audioPcmFormat(com.openai.models.live.AudioFormat.AudioPcm.Rate._24000).build())
+            .setDelegation(new VoiceAgentLiveResponsesDelegation(responses.build()));
+        String agentName = createAgentName(scenario);
+        AgentsClient agents = builder.buildAgentsClient();
+        agents.createAgentVersion(agentName, new CreateAgentVersionInput(definition));
+        System.out.println("Created GPT Live agent: " + agentName);
+        return new AgentResource(builder, agents, agentName, keepAgent);
+    }
+
+    static String createAgentName(String scenario) {
+        return "gpt-live-" + scenario + "-" + UUID.randomUUID();
+    }
+
+    static final class AgentResource implements AutoCloseable {
+        final AgentsClientBuilder builder;
+        final String name;
+        private final AgentsClient agents;
+        private final boolean keep;
+
+        AgentResource(AgentsClientBuilder builder, AgentsClient agents, String name, boolean keep) {
+            this.builder = builder;
+            this.agents = agents;
+            this.name = name;
+            this.keep = keep;
+        }
+
+        @Override
+        public void close() {
+            if (keep) {
+                System.out.println("Kept GPT Live agent: " + name);
+            } else {
+                agents.deleteAgent(name);
+                System.out.println("Deleted GPT Live agent: " + name);
+            }
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java
new file mode 100644
index 0000000000000..d3a19df7d40ba
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java
@@ -0,0 +1,330 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionAsyncClient;
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.core.util.Configuration;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import com.openai.models.live.ServerEvent;
+import com.openai.models.responses.ResponseStreamEvent;
+import java.io.Console;
+import java.io.InputStreamReader;
+import java.util.Arrays;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+import reactor.core.publisher.Sinks;
+import reactor.core.scheduler.Schedulers;
+import com.openai.models.live.ClientEvent;
+import java.io.BufferedReader;
+import java.io.Reader;
+import java.util.function.Consumer;
+import java.util.function.Function;
+import java.util.function.Predicate;
+import java.util.function.Supplier;
+
+
+/**
+ * Runs a nonblocking, multi-turn GPT Live text conversation using Responses delegation.
+ * Type messages interactively; a blank line, exit or quit ends the session.
+ * Alternatively, pass prompts as command-line arguments for a scripted conversation.
+ * Console lines are read on a worker, off the WebSocket thread.
+ * After a remote disconnect, a pending console read may require Enter to release the input worker.
+ * Interactive mode requests a spoken greeting, plays 24-kHz PCM16 replies, and prints the voice frontend's transcripts.
+ * Before the first prompt, it waits for greeting audio and text, one second of speech inactivity, and speaker drain.
+ * The quiet-period boundary is a heuristic, not a service speech-completion event.
+ * Assistant transcript fragments are assembled into utterances using the speech-inactivity heuristic.
+ * Completed utterances wait until Enter if input is active; incomplete text is not flushed by input submission.
+ * Audio continues playing while typing on the You: line.
+ * It streams real-time silent PCM input instead of a microphone; voice usage continues while you type.
+ * Backend completion allows another typed prompt; it does not mean that spoken output has finished.
+ * Scripted mode prints backend text without requiring a speaker.
+ * Agent creation/deletion run outside the asynchronous session on the main thread.
+ * The uniquely named agent is deleted unless FOUNDRY_KEEP_GPT_LIVE_AGENT=true.
+ * The standalone main method shuts down shared Reactor schedulers on exit; do not invoke it inside a shared application.
+ *
+ * <p>Before running the sample, set these environment variables:</p>
+ * <ul>
+ *   <li>{@code FOUNDRY_PROJECT_ENDPOINT} - The Azure AI Project endpoint.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_MODEL} - Optional. The GPT Live deployment name. Defaults to {@code gpt-live-1}.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_BACKEND_MODEL} - Optional. The Responses backend deployment name in the Live
+ *   resource. Defaults to {@code gpt-5.6-terra}.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_STORE} - Optional. Set to {@code true} to persist conversation content and audio
+ *   and request a Foundry conversation ID. Defaults to {@code false}. Also keep the agent for later REST reads.</li>
+ *   <li>{@code FOUNDRY_KEEP_GPT_LIVE_AGENT} - Optional. Set to {@code true} to keep the agent after the sample.
+ *   Defaults to {@code false}.</li>
+ * </ul>
+ */
+public class GptLiveTextConversationAsyncSample {
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String model = configuration.get("FOUNDRY_GPT_LIVE_MODEL");
+        String backendModel = configuration.get("FOUNDRY_GPT_LIVE_BACKEND_MODEL");
+        boolean keepAgent = Boolean.parseBoolean(configuration.get("FOUNDRY_KEEP_GPT_LIVE_AGENT", "false"));
+        boolean store = Boolean.parseBoolean(configuration.get("FOUNDRY_GPT_LIVE_STORE", "false"));
+
+        if (endpoint == null || endpoint.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_PROJECT_ENDPOINT before running this sample.");
+        }
+        if (model == null) {
+            model = "gpt-live-1";
+        } else if (model.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_GPT_LIVE_MODEL before running this sample.");
+        }
+        if (backendModel == null) {
+            backendModel = "gpt-5.6-terra";
+        } else if (backendModel.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_GPT_LIVE_BACKEND_MODEL before running this sample.");
+        }
+
+        AgentsClientBuilder builder = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .allowPreview(true);
+        Console console = System.console();
+        try (GptLiveSampleUtils.AgentResource agent
+            = GptLiveSampleUtils.createAgent(builder, model, backendModel, "text-async", false, keepAgent)) {
+            Mono.usingWhen(agent.builder.beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession(agent.name, new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store)),
+                session -> args.length == 0
+                    ? runInteractiveConversationAsync(session,
+                        console == null ? new InputStreamReader(System.in) : console.reader())
+                    : runConversation(session, Arrays.asList(args)),
+                BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync,
+                (session, error) -> session.closeAsync(),
+                BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync).block();
+        } finally {
+            Schedulers.shutdownNow();
+        }
+    }
+
+    static Mono<Void> runConversation(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session, List<String> prompts) {
+        return Mono.defer(() -> {
+            Sinks.Empty<Void> ready = Sinks.empty();
+            Sinks.Empty<Void> closed = Sinks.empty();
+            AtomicBoolean started = new AtomicBoolean();
+            AtomicBoolean closing = new AtomicBoolean();
+            AtomicBoolean finalized = new AtomicBoolean();
+            AtomicBoolean remoteHangup = new AtomicBoolean();
+            AtomicReference<Sinks.Empty<Void>> responseCompleted = new AtomicReference<>();
+            Mono<Void> receive = session.receiveEvents()
+                .publishOn(Schedulers.boundedElastic(), 1)
+                .takeUntil(ServerEvent::isSessionClosed)
+                .doOnNext(event -> {
+                    GptLiveSampleUtils.printEvent(event);
+                    if (event.isSessionStarted()) {
+                        if (!started.compareAndSet(false, true)) {
+                            throw new IllegalStateException("Duplicate session.started event.");
+                        }
+                        ready.tryEmitEmpty();
+                    } else if (event.isResponseEvent()) {
+                        ResponseStreamEvent response = GptLiveSampleUtils.backendEvent(event);
+                        if (response.isCompleted()) {
+                            Sinks.Empty<Void> completion = responseCompleted.getAndSet(null);
+                            if (!started.get() || completion == null || closing.get()) {
+                                throw new IllegalStateException("Unexpected GPT Live response lifecycle event.");
+                            }
+                            System.out.println();
+                            completion.tryEmitEmpty();
+                        }
+                    } else if (event.isSessionClosed()) {
+                        String reason = event.asSessionClosed().reason().toString();
+                        remoteHangup.set(started.get() && "remote_hangup".equals(reason));
+                        if (!remoteHangup.get() && !(closing.get() && "close_requested".equals(reason))) {
+                            throw new IllegalStateException("GPT Live closed before all turns completed. Event: "
+                                + event + "; transport close code=" + session.getCloseCode()
+                                + ", reason=" + session.getCloseReason());
+                        }
+                        finalized.set(true);
+                        System.out.println("Live session closed (" + reason + ").");
+                        closed.tryEmitEmpty();
+                    }
+                })
+                .then(Mono.defer(() -> {
+                    if (!finalized.get()) {
+                        return Mono.error(new IllegalStateException("GPT Live disconnected without session.closed."));
+                    }
+                    return remoteHangup.get() ? Mono.empty() : Mono.<Void>never();
+                }));
+            Mono<Void> conversation = ready.asMono().timeout(GptLiveSampleUtils.TIMEOUT)
+                .thenMany(Flux.fromIterable(prompts).concatMap(prompt -> Mono.defer(() -> {
+                    Sinks.Empty<Void> completion = Sinks.empty();
+                    responseCompleted.set(completion);
+                    System.out.println("You: " + prompt);
+                    System.out.print("Assistant: ");
+                    return session.sendEvent(GptLiveSampleUtils.userMessage(prompt))
+                        .then(session.sendEvent(GptLiveSampleUtils.responseCreate()))
+                        .then(completion.asMono()).timeout(GptLiveSampleUtils.TIMEOUT);
+                }), 1))
+                .then(Mono.defer(() -> {
+                    closing.set(true);
+                    return session.sendEvent(GptLiveSampleUtils.closeSession())
+                        .then(closed.asMono()).timeout(GptLiveSampleUtils.TIMEOUT);
+                }));
+            return Mono.firstWithSignal(receive, conversation);
+        });
+    }
+
+    static Mono<Void> runInteractiveConversationAsync(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session, Reader input) {
+        return Mono.usingWhen(
+            Mono.fromCallable(VoiceAgentRealtimeSampleUtils.SpeakerPlayer::new)
+                .subscribeOn(Schedulers.boundedElastic()),
+            player -> runInteractiveConversationAsync(session, input, player::play, player::drain),
+            player -> Mono.<Void>fromRunnable(() -> {
+                boolean speakerEnabled = player.isEnabled();
+                try {
+                    player.close();
+                } finally {
+                    System.out.printf("(received %.2fs of reply audio%s)%n",
+                        player.getSecondsReceived(), speakerEnabled ? " and played it" : "");
+                }
+            }).subscribeOn(Schedulers.boundedElastic()));
+    }
+
+    static Mono<Void> runInteractiveConversationAsync(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session, Reader input,
+        Consumer<byte[]> playAudio, Runnable drainAudio) {
+        return Mono.defer(() -> runInteractiveConversationAsync(session.receiveEvents(), session::sendEvent,
+            () -> "transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason(),
+            input, playAudio, drainAudio));
+    }
+
+    static Mono<Void> runInteractiveConversationAsync(Flux<ServerEvent> events,
+        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails, Reader input,
+        Consumer<byte[]> playAudio, Runnable drainAudio) {
+        return Mono.defer(() -> {
+            System.out.println("Type a message and press Enter. Blank line, 'exit' or 'quit' ends the session.");
+            System.out.println("Interactive voice streams silent audio while you type; voice usage is billable.");
+            BufferedReader console = input instanceof BufferedReader ? (BufferedReader) input : new BufferedReader(input);
+            return runConversationAsync(events, sendEvent, closeDetails, transcripts -> readPromptAsync(console, transcripts),
+                playAudio, drainAudio, true, null);
+        });
+    }
+
+    static Mono<String> readPromptAsync(Reader input) {
+        return readPromptAsync(input, new GptLiveSampleUtils.AudioTranscriptPrinter());
+    }
+
+    private static Mono<String> readPromptAsync(Reader input, GptLiveSampleUtils.AudioTranscriptPrinter transcripts) {
+        return Mono.defer(() -> {
+            BufferedReader reader = input instanceof BufferedReader ? (BufferedReader) input : new BufferedReader(input);
+            return Mono.fromCallable(() -> GptLiveSampleUtils.readPromptBlocking(reader, transcripts))
+                .subscribeOn(Schedulers.boundedElastic())
+                .doOnCancel(transcripts::endInput);
+        });
+    }
+
+    private static Mono<Void> runConversationAsync(Flux<ServerEvent> events,
+        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails,
+        Function<GptLiveSampleUtils.AudioTranscriptPrinter, Mono<String>> nextPrompt,
+        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken, GptLiveSampleUtils.AudioProcessor microphone) {
+        Mono<Void> opening = microphone == null ? Mono.empty()
+            : Mono.defer(() -> sendEvent.apply(GptLiveSampleUtils.userMessage("Greet me briefly with: Hi, how can I help you today?"))
+                .then(sendEvent.apply(GptLiveSampleUtils.responseCreate()))
+                .then(Mono.fromRunnable(() -> System.out.println(
+                    "Opening greeting requested. Speak into the microphone. Press Enter to end the call."))));
+        return runConversationCoreAsync(events, sendEvent, closeDetails, nextPrompt, playAudio, drainAudio, spoken,
+            spoken && microphone == null, microphone == null && System.console() != null,
+            () -> Mono.fromRunnable(() -> {
+                if (microphone != null) {
+                    microphone.start();
+                }
+            }), opening, backend -> Mono.just(false), reason -> microphone != null);
+    }
+
+    static Mono<Void> runConversationCoreAsync(Flux<ServerEvent> events,
+        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails,
+        Function<GptLiveSampleUtils.AudioTranscriptPrinter, Mono<String>> nextPrompt,
+        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken, boolean interactive, boolean inputEchoed,
+        Supplier<Mono<Void>> onStarted, Mono<Void> opening,
+        Function<ResponseStreamEvent, Mono<Boolean>> handleResponse, Predicate<String> acceptClose) {
+        return Mono.defer(() -> {
+            GptLiveSampleUtils.AudioTranscriptPrinter transcripts = new GptLiveSampleUtils.AudioTranscriptPrinter(inputEchoed, interactive);
+            GptLiveSampleUtils.Greeting greeting = new GptLiveSampleUtils.Greeting();
+            Sinks.Empty<Void> ready = Sinks.empty();
+            Sinks.Empty<Void> closed = Sinks.empty();
+            Sinks.Empty<Void> audioStarted = Sinks.empty();
+            Sinks.Empty<Void> stopAudio = Sinks.empty();
+            Sinks.Empty<Void> audioStopped = Sinks.empty();
+            AtomicReference<Sinks.Empty<Void>> responseCompleted = new AtomicReference<>();
+            GptLiveSampleUtils.ConversationEventHandler<Mono<Void>> handler
+                = new GptLiveSampleUtils.ConversationEventHandler<Mono<Void>>(spoken, closeDetails, acceptClose) {
+                    @Override
+                    Mono<Void> onStarted() {
+                        return Mono.defer(onStarted).doOnSuccess(ignored -> ready.tryEmitEmpty());
+                    }
+
+                    @Override
+                    Mono<Void> onResponse(ResponseStreamEvent event) {
+                        return Mono.defer(() -> handleResponse.apply(event)).defaultIfEmpty(false)
+                            .doOnNext(continuation -> {
+                                if (event.isCompleted() && completeResponse(continuation)) {
+                                    responseCompleted.getAndSet(null).tryEmitEmpty();
+                                }
+                            }).then();
+                    }
+
+                    @Override
+                    Mono<Void> onClosed() {
+                        return Mono.fromRunnable(() -> closed.tryEmitEmpty());
+                    }
+
+                    @Override
+                    Mono<Void> ignored() {
+                        return Mono.empty();
+                    }
+                };
+            Mono<Void> receive = events
+                .publishOn(Schedulers.boundedElastic(), 1)
+                .takeUntil(ServerEvent::isSessionClosed)
+                .concatMap(event -> Mono.defer(() -> {
+                    if (spoken) {
+                        transcripts.print(event);
+                        if (event.isSessionOutputAudioDelta()) {
+                            byte[] pcm = GptLiveSampleUtils.decodeAudio(event);
+                            playAudio.accept(pcm);
+                            greeting.onAudio(pcm);
+                        } else if (event.isSessionOutputTranscriptDelta()
+                            && !event.asSessionOutputTranscriptDelta().delta().trim().isEmpty()) {
+                            greeting.onTranscript();
+                        }
+                    } else {
+                        GptLiveSampleUtils.printEvent(event);
+                    }
+                    return handler.process(event);
+                }), 1)
+                .then(Mono.defer(() -> handler.awaitConversationAfterReceive() ? Mono.never() : Mono.empty()));
+            Mono<Void> audio = ready.asMono()
+                .thenMany(GptLiveSampleUtils.silenceFramesAsync().takeUntilOther(stopAudio.asMono())
+                    .concatMap(frame -> sendEvent.apply(frame).doOnSuccess(ignored -> audioStarted.tryEmitEmpty()), 1))
+                .then()
+                .doOnSuccess(ignored -> audioStopped.tryEmitEmpty())
+                .then(Mono.never());
+            Mono<Void> renderTranscripts = greeting.quietPeriodsAsync()
+                .doOnNext(ignored -> transcripts.endUtterance()).then();
+            Mono<Void> conversation = ready.asMono().timeout(GptLiveSampleUtils.TIMEOUT)
+                .then(Mono.defer(() -> interactive ? audioStarted.asMono().timeout(GptLiveSampleUtils.TIMEOUT) : Mono.empty()))
+                .then(Mono.defer(() -> interactive
+                    ? sendEvent.apply(GptLiveSampleUtils.commentary("Hi, how can I help you today?"))
+                        .timeout(GptLiveSampleUtils.TIMEOUT)
+                        .then(greeting.awaitPlaybackAsync(drainAudio))
+                        .then(Mono.fromRunnable(transcripts::endUtterance))
+                    : opening))
+                .then(Mono.defer(() -> GptLiveSampleUtils.promptAsync(sendEvent, nextPrompt, responseCompleted, spoken, transcripts, handler)))
+                .then(Mono.defer(() -> {
+                    handler.requestClose();
+                    stopAudio.tryEmitEmpty();
+                    return (interactive ? audioStopped.asMono() : Mono.<Void>empty())
+                        .then(sendEvent.apply(GptLiveSampleUtils.closeSession()))
+                        .then(closed.asMono()).timeout(GptLiveSampleUtils.TIMEOUT);
+                }));
+            return interactive ? Mono.firstWithSignal(receive, audio, renderTranscripts, conversation)
+                : Mono.firstWithSignal(receive, conversation);
+        });
+    }
+
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java
new file mode 100644
index 0000000000000..5f8f20bedbe41
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java
@@ -0,0 +1,345 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionClient;
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.core.util.Configuration;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ServerEvent;
+import com.openai.models.responses.ResponseStreamEvent;
+import java.io.Console;
+import java.io.InputStreamReader;
+import java.util.Arrays;
+import java.util.Iterator;
+import java.util.List;
+import java.util.function.Consumer;
+import java.util.function.Supplier;
+import reactor.core.scheduler.Schedulers;
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.Reader;
+import java.util.concurrent.BlockingQueue;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.concurrent.LinkedBlockingQueue;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Function;
+import java.util.function.Predicate;
+
+
+/**
+ * Runs a synchronous, multi-turn GPT Live text conversation using Responses delegation.
+ * Type messages interactively; a blank line, exit or quit ends the session.
+ * Alternatively, pass prompts as command-line arguments for a scripted conversation.
+ * Interactive mode plays a spoken greeting and replies, and prints frontend transcripts instead of backend notes.
+ * It streams silent PCM while typing; voice usage is billable. Greeting completion uses the same speech-inactivity
+ * heuristic and speaker drain as the asynchronous sample. Assistant transcript fragments are assembled into
+ * utterances independently of typed turns; completed text waits until Enter when a You: line is active.
+ * Synchronous session I/O runs on workers coordinated by this sample.
+ * After a remote disconnect, a pending console read may require Enter to release the input worker.
+ * Scripted command-line prompts print backend text without speaker playback.
+ * A uniquely named agent is deleted on exit unless FOUNDRY_KEEP_GPT_LIVE_AGENT=true.
+ * The standalone main method shuts down shared Reactor schedulers on exit; do not invoke it inside a shared application.
+ *
+ * <p>Before running the sample, set these environment variables:</p>
+ * <ul>
+ *   <li>{@code FOUNDRY_PROJECT_ENDPOINT} - The Azure AI Project endpoint.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_MODEL} - Optional. The GPT Live deployment name. Defaults to {@code gpt-live-1}.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_BACKEND_MODEL} - Optional. The Responses backend deployment name in the Live
+ *   resource. Defaults to {@code gpt-5.6-terra}.</li>
+ *   <li>{@code FOUNDRY_GPT_LIVE_STORE} - Optional. Set to {@code true} to persist conversation content and audio
+ *   and request a Foundry conversation ID. Defaults to {@code false}. Also keep the agent for later REST reads.</li>
+ *   <li>{@code FOUNDRY_KEEP_GPT_LIVE_AGENT} - Optional. Set to {@code true} to keep the agent after the sample.
+ *   Defaults to {@code false}.</li>
+ * </ul>
+ */
+public class GptLiveTextConversationSample {
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = configuration.get("FOUNDRY_PROJECT_ENDPOINT");
+        String model = configuration.get("FOUNDRY_GPT_LIVE_MODEL");
+        String backendModel = configuration.get("FOUNDRY_GPT_LIVE_BACKEND_MODEL");
+        boolean keepAgent = Boolean.parseBoolean(configuration.get("FOUNDRY_KEEP_GPT_LIVE_AGENT", "false"));
+        boolean store = Boolean.parseBoolean(configuration.get("FOUNDRY_GPT_LIVE_STORE", "false"));
+
+        if (endpoint == null || endpoint.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_PROJECT_ENDPOINT before running this sample.");
+        }
+        if (model == null) {
+            model = "gpt-live-1";
+        } else if (model.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_GPT_LIVE_MODEL before running this sample.");
+        }
+        if (backendModel == null) {
+            backendModel = "gpt-5.6-terra";
+        } else if (backendModel.trim().isEmpty()) {
+            throw new IllegalArgumentException("Set environment variable FOUNDRY_GPT_LIVE_BACKEND_MODEL before running this sample.");
+        }
+
+        AgentsClientBuilder builder = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build())
+            .allowPreview(true);
+        try (GptLiveSampleUtils.AgentResource agent
+            = GptLiveSampleUtils.createAgent(builder, model, backendModel, "text", false, keepAgent);
+            BetaVoiceAgentsLiveWebSocketSessionClient session = agent.builder.beta()
+                .buildBetaVoiceAgentsLiveWebSocketClient()
+                .openWebSocketSession(agent.name, new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store))) {
+            if (args.length == 0) {
+                Console console = System.console();
+                runInteractiveConversation(session,
+                    console == null ? new InputStreamReader(System.in) : console.reader());
+            } else {
+                runConversation(session, Arrays.asList(args));
+            }
+        } finally {
+            Schedulers.shutdownNow();
+        }
+    }
+
+    static void runConversation(BetaVoiceAgentsLiveWebSocketSessionClient session, List<String> prompts) {
+        runConversation(session.receiveEvents(GptLiveSampleUtils.TIMEOUT), session::sendEvent,
+            () -> "transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason(), prompts);
+    }
+
+    static void runConversation(Iterable<ServerEvent> events, Consumer<ClientEvent> sendEvent,
+        Supplier<String> closeDetails, List<String> prompts) {
+        Iterator<String> pending = prompts.iterator();
+        boolean started = false;
+        boolean awaitingResponse = false;
+        boolean closing = false;
+        for (ServerEvent event : events) {
+            GptLiveSampleUtils.printEvent(event);
+            boolean nextTurn = false;
+            if (event.isSessionStarted()) {
+                if (started) {
+                    throw new IllegalStateException("Duplicate session.started event.");
+                }
+                started = true;
+                nextTurn = true;
+            } else if (event.isResponseEvent()) {
+                ResponseStreamEvent response = GptLiveSampleUtils.backendEvent(event);
+                if (response.isCompleted()) {
+                    if (!started || !awaitingResponse || closing) {
+                        throw new IllegalStateException("Unexpected GPT Live response lifecycle event.");
+                    }
+                    awaitingResponse = false;
+                    System.out.println();
+                    nextTurn = true;
+                }
+            } else if (event.isSessionClosed()) {
+                String reason = event.asSessionClosed().reason().toString();
+                if (!(started && "remote_hangup".equals(reason))
+                    && !(closing && "close_requested".equals(reason))) {
+                    throw new IllegalStateException("GPT Live closed before all turns completed. Event: " + event
+                        + "; " + closeDetails.get());
+                }
+                System.out.println("Live session closed (" + reason + ").");
+                return;
+            }
+            if (nextTurn) {
+                if (pending.hasNext()) {
+                    String prompt = pending.next();
+                    System.out.println("You: " + prompt);
+                    System.out.print("Assistant: ");
+                    awaitingResponse = true;
+                    sendEvent.accept(GptLiveSampleUtils.userMessage(prompt));
+                    sendEvent.accept(GptLiveSampleUtils.responseCreate());
+                } else {
+                    closing = true;
+                    sendEvent.accept(GptLiveSampleUtils.closeSession());
+                }
+            }
+        }
+        throw new IllegalStateException("GPT Live disconnected without session.closed.");
+    }
+
+    static void runInteractiveConversation(BetaVoiceAgentsLiveWebSocketSessionClient session, Reader input) {
+        try (VoiceAgentRealtimeSampleUtils.SpeakerPlayer player = new VoiceAgentRealtimeSampleUtils.SpeakerPlayer()) {
+            runInteractiveConversation(session, input, player::play, player::drain);
+            player.drain();
+            System.out.printf("(received %.2fs of reply audio%s)%n", player.getSecondsReceived(),
+                player.isEnabled() ? " and played it" : "");
+        }
+    }
+
+    static void runInteractiveConversation(BetaVoiceAgentsLiveWebSocketSessionClient session, Reader input,
+        Consumer<byte[]> playAudio, Runnable drainAudio) {
+        System.out.println("Type a message and press Enter. Blank line, 'exit' or 'quit' ends the session.");
+        System.out.println("Interactive voice streams silent audio while you type; voice usage is billable.");
+        BufferedReader console = input instanceof BufferedReader ? (BufferedReader) input : new BufferedReader(input);
+        runConversationCore(session.receiveEvents(GptLiveSampleUtils.TIMEOUT), session::sendEvent,
+            () -> "transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason(), transcripts -> {
+                try {
+                    return GptLiveSampleUtils.readPromptBlocking(console, transcripts);
+                } catch (IOException error) {
+                    throw new IllegalStateException("Unable to read console input.", error);
+                }
+            }, playAudio, drainAudio, true, () -> { }, backend -> false, reason -> false);
+    }
+
+    static void runConversationCore(Iterable<ServerEvent> events, Consumer<ClientEvent> sendEvent,
+        Supplier<String> closeDetails, Function<GptLiveSampleUtils.AudioTranscriptPrinter, String> nextPrompt,
+        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken,
+        Runnable onStarted, Predicate<ResponseStreamEvent> handleResponse, Predicate<String> acceptClose) {
+        GptLiveSampleUtils.ConversationEventHandler<Boolean> handler
+            = new GptLiveSampleUtils.ConversationEventHandler<Boolean>(spoken, closeDetails, acceptClose) {
+                @Override
+                Boolean onStarted() {
+                    onStarted.run();
+                    return false;
+                }
+
+                @Override
+                Boolean onResponse(ResponseStreamEvent event) {
+                    boolean continuation = handleResponse.test(event);
+                    if (event.isCompleted()) {
+                        completeResponse(continuation);
+                    }
+                    return false;
+                }
+
+                @Override
+                Boolean onClosed() {
+                    return true;
+                }
+
+                @Override
+                Boolean ignored() {
+                    return false;
+                }
+            };
+        ExecutorService workers = Executors.newFixedThreadPool(2, task -> {
+            Thread thread = new Thread(task, "gpt-live-sync-conversation");
+            thread.setDaemon(true);
+            return thread;
+        });
+        BlockingQueue<ServerEvent> pending = new LinkedBlockingQueue<>(256);
+        AtomicReference<RuntimeException> receiveFailure = new AtomicReference<>();
+        AtomicBoolean receiveEnded = new AtomicBoolean();
+        GptLiveSampleUtils.AudioTranscriptPrinter transcripts = new GptLiveSampleUtils.AudioTranscriptPrinter(System.console() != null, spoken);
+        Future<?> receiver = workers.submit(() -> {
+            try {
+                for (ServerEvent event : events) {
+                    pending.put(event);
+                    if (event.isSessionClosed()) {
+                        break;
+                    }
+                }
+            } catch (InterruptedException error) {
+                Thread.currentThread().interrupt();
+            } catch (RuntimeException error) {
+                receiveFailure.set(error);
+            } finally {
+                receiveEnded.set(true);
+            }
+        });
+        Future<String> prompt = null;
+        boolean greetingComplete = !spoken;
+        boolean greetingAudio = false;
+        boolean greetingTranscript = false;
+        long deadline = System.nanoTime() + GptLiveSampleUtils.TIMEOUT.toNanos();
+        long nextAudio = 0;
+        long quietSince = 0;
+        ClientEvent silence = GptLiveSampleUtils.audio(new byte[960]);
+        try {
+            while (true) {
+                ServerEvent event = pending.poll(20, TimeUnit.MILLISECONDS);
+                long now = System.nanoTime();
+                if (event != null) {
+                    if (spoken) {
+                        transcripts.print(event);
+                        if (event.isSessionOutputAudioDelta()) {
+                            byte[] pcm = GptLiveSampleUtils.decodeAudio(event);
+                            playAudio.accept(pcm);
+                            if (GptLiveSampleUtils.hasSpeech(pcm)) {
+                                greetingAudio = true;
+                                quietSince = now;
+                            }
+                        } else if (event.isSessionOutputTranscriptDelta()
+                            && !event.asSessionOutputTranscriptDelta().delta().trim().isEmpty()) {
+                            greetingTranscript = true;
+                            quietSince = now;
+                        }
+                    } else {
+                        GptLiveSampleUtils.printEvent(event);
+                    }
+                    if (handler.process(event)) {
+                        return;
+                    }
+                    if (event.isSessionStarted()) {
+                        if (spoken) {
+                            sendEvent.accept(silence);
+                            nextAudio = now + TimeUnit.MILLISECONDS.toNanos(20);
+                            sendEvent.accept(GptLiveSampleUtils.commentary("Hi, how can I help you today?"));
+                        }
+                    }
+                } else if (receiveEnded.get()) {
+                    if (receiveFailure.get() != null) {
+                        throw receiveFailure.get();
+                    }
+                    throw new IllegalStateException("GPT Live disconnected without session.closed.");
+                }
+
+                if (handler.canStreamAudio() && now >= nextAudio) {
+                    sendEvent.accept(silence);
+                    nextAudio = System.nanoTime() + TimeUnit.MILLISECONDS.toNanos(20);
+                }
+                if (spoken && greetingAudio && greetingTranscript && quietSince != 0
+                    && now - quietSince >= TimeUnit.SECONDS.toNanos(1)) {
+                    transcripts.endUtterance();
+                    quietSince = 0;
+                    if (!greetingComplete) {
+                        drainAudio.run();
+                        greetingComplete = true;
+                    }
+                }
+                if (handler.canReadPrompt(greetingComplete) && prompt == null) {
+                    prompt = workers.submit(() -> nextPrompt.apply(transcripts));
+                }
+                if (prompt != null && prompt.isDone()) {
+                    String text = prompt.get();
+                    prompt = null;
+                    deadline = System.nanoTime() + GptLiveSampleUtils.TIMEOUT.toNanos();
+                    if (text == null) {
+                        handler.requestClose();
+                        sendEvent.accept(GptLiveSampleUtils.closeSession());
+                    } else {
+                        handler.beginResponse();
+                        if (!spoken) {
+                            System.out.print("Assistant: ");
+                        }
+                        sendEvent.accept(GptLiveSampleUtils.userMessage(text));
+                        sendEvent.accept(GptLiveSampleUtils.responseCreate());
+                    }
+                }
+                if (!handler.canReadPrompt(greetingComplete) && now >= deadline) {
+                    throw new IllegalStateException("Timed out waiting for the GPT Live conversation.");
+                }
+            }
+        } catch (InterruptedException error) {
+            Thread.currentThread().interrupt();
+            throw new IllegalStateException("GPT Live conversation interrupted.", error);
+        } catch (ExecutionException error) {
+            if (error.getCause() instanceof RuntimeException) {
+                throw (RuntimeException) error.getCause();
+            }
+            throw new IllegalStateException("Unable to read console input.", error.getCause());
+        } finally {
+            receiver.cancel(true);
+            if (prompt != null) {
+                prompt.cancel(true);
+            }
+            transcripts.endInput();
+            workers.shutdownNow();
+        }
+    }
+
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentBasicAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentBasicAsyncSample.java
index d5ee1ea3e8e86..849da1d764423 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentBasicAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentBasicAsyncSample.java
@@ -39,7 +39,7 @@ public static void main(String[] args) {
             .buildAgentsAsyncClient();
 
         client.createAgentVersion(agentName,
-                new CreateAgentVersionInput(VoiceAgentSampleUtils.createDefinition(modelType, model,
+                new CreateAgentVersionInput(VoiceAgentRealtimeSampleUtils.createDefinition(modelType, model,
                     "You are a friendly voice assistant. Keep replies short and natural.")))
             .doOnNext(created -> System.out.printf("Created voice agent %s, version %s%n",
                 created.getName(), created.getVersion()))
@@ -49,7 +49,7 @@ public static void main(String[] args) {
             .thenMany(client.listAgents(AgentKind.VOICE, null, null, null, null))
             .doOnNext(agent -> System.out.println("Voice agent: " + agent.getName()))
             .then(client.createAgentVersion(agentName,
-                new CreateAgentVersionInput(VoiceAgentSampleUtils.createDefinition(modelType, model,
+                new CreateAgentVersionInput(VoiceAgentRealtimeSampleUtils.createDefinition(modelType, model,
                     "You are a friendly voice assistant. Always greet the caller warmly."))
                     .setDescription("Updated voice-agent instructions.")))
             .doOnNext(updated -> System.out.println("Created updated version: " + updated.getVersion()))
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentBasicSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentBasicSample.java
index e03ab19962386..e5128424c3660 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentBasicSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentBasicSample.java
@@ -40,7 +40,7 @@ public static void main(String[] args) {
             .buildAgentsClient();
         try {
             AgentVersionDetails created = client.createAgentVersion(agentName,
-                new CreateAgentVersionInput(VoiceAgentSampleUtils.createDefinition(modelType, model,
+                new CreateAgentVersionInput(VoiceAgentRealtimeSampleUtils.createDefinition(modelType, model,
                     "You are a friendly voice assistant. Keep replies short and natural.")));
             System.out.printf("Created voice agent %s, version %s%n", created.getName(), created.getVersion());
 
@@ -51,7 +51,7 @@ public static void main(String[] args) {
             }
 
             AgentVersionDetails updated = client.createAgentVersion(agentName,
-                new CreateAgentVersionInput(VoiceAgentSampleUtils.createDefinition(modelType, model,
+                new CreateAgentVersionInput(VoiceAgentRealtimeSampleUtils.createDefinition(modelType, model,
                     "You are a friendly voice assistant. Always greet the caller warmly."))
                     .setDescription("Updated voice-agent instructions."));
             System.out.println("Created updated version: " + updated.getVersion());
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveAudioConversationAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveAudioConversationAsyncSample.java
index 2a80cc060fbae..b0c48a48d127c 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveAudioConversationAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveAudioConversationAsyncSample.java
@@ -7,8 +7,8 @@
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.BetaVoiceAgentsConversationsAsyncClient;
 import com.azure.ai.agents.BetaAgentsAsyncClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketAsyncClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionAsyncClient;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
 import com.azure.ai.agents.models.RealtimeConversationItemInputAudioTranscriptionCompletedEvent;
 import com.azure.ai.agents.models.RealtimeInputAudioBufferSpeechStartedEvent;
@@ -42,6 +42,7 @@
 import java.util.concurrent.LinkedBlockingQueue;
 import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Function;
 
 /**
  * Demonstrates an asynchronous hands-free voice conversation using Java Sound and server-side VAD.
@@ -81,7 +82,7 @@ public static void main(String[] args) {
             .allowPreview(true);
         AgentsAsyncClient agents = builder.buildAgentsAsyncClient();
         BetaAgentsAsyncClient betaAgents = builder.beta().buildBetaAgentsAsyncClient();
-        BetaVoiceAgentWebSocketAsyncClient realtime = builder.beta().buildBetaVoiceAgentWebSocketAsyncClient();
+        BetaVoiceAgentsWebSocketAsyncClient realtime = builder.beta().buildBetaVoiceAgentsWebSocketAsyncClient();
         BetaVoiceAgentsConversationsAsyncClient conversations
             = builder.beta().buildBetaVoiceAgentsConversationsAsyncClient();
 
@@ -99,9 +100,9 @@ public static void main(String[] args) {
             })
             .then(Mono.usingWhen(realtime.openWebSocketSession(agentName),
                 session -> runConversation(session, conversationId),
-                BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync,
+                BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync,
                 (session, error) -> session.closeAsync(),
-                BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync))
+                BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync))
             .then(Mono.defer(() -> conversationId.get() == null
                 ? Mono.fromRunnable(() -> System.out.println("No persisted conversation ID was returned."))
                 : VoiceAgentRealtimeSampleUtils.readConversation(conversations, agentName, conversationId.get())))
@@ -120,7 +121,7 @@ private static Mono<Void> cleanupAgent(AgentsAsyncClient agents, String agentNam
             .doOnSuccess(ignored -> System.out.println("Deleted voice agent: " + agentName));
     }
 
-    private static Mono<Void> runConversation(BetaVoiceAgentWebSocketSessionAsyncClient session,
+    private static Mono<Void> runConversation(BetaVoiceAgentsWebSocketSessionAsyncClient session,
         AtomicReference<String> conversationId) {
         AudioProcessor processor = new AudioProcessor(session);
         AtomicBoolean responseActive = new AtomicBoolean();
@@ -195,7 +196,7 @@ static final class AudioProcessor implements AutoCloseable {
         private static final int CHUNK_BYTES = 2400;
         static final int MAX_PLAYBACK_BYTES = VoiceAgentRealtimeSampleUtils.SAMPLE_RATE * 2 * 60;
         private static final byte[] STOP = new byte[0];
-        private final BetaVoiceAgentWebSocketSessionAsyncClient session;
+        private final Function<BinaryData, Mono<Void>> sendAudio;
         private final AudioFormat format = new AudioFormat(VoiceAgentRealtimeSampleUtils.SAMPLE_RATE, 16, 1, true, false);
         private final BlockingQueue<byte[]> playback = new LinkedBlockingQueue<>(MAX_PLAYBACK_BYTES / 2);
         private int queuedPlaybackBytes;
@@ -207,16 +208,24 @@ static final class AudioProcessor implements AutoCloseable {
         private Thread captureThread;
         private Thread playbackThread;
 
-        AudioProcessor(BetaVoiceAgentWebSocketSessionAsyncClient session) {
+        AudioProcessor(BetaVoiceAgentsWebSocketSessionAsyncClient session) {
             this(session, null, null);
         }
 
-        AudioProcessor(BetaVoiceAgentWebSocketSessionAsyncClient session, TargetDataLine microphone, SourceDataLine speaker) {
-            this.session = session;
+        AudioProcessor(BetaVoiceAgentsWebSocketSessionAsyncClient session, TargetDataLine microphone, SourceDataLine speaker) {
+            this(microphone, speaker, pcm -> session.appendInputAudio(pcm));
+        }
+
+        AudioProcessor(TargetDataLine microphone, SourceDataLine speaker, Function<BinaryData, Mono<Void>> sendAudio) {
+            this.sendAudio = sendAudio;
             this.microphone = microphone;
             this.speaker = speaker;
         }
 
+        Mono<Void> failureSignal() {
+            return failure.asMono();
+        }
+
         synchronized void start() {
             if (closed) {
                 throw new IllegalStateException("Audio processor is already closed.");
@@ -252,7 +261,7 @@ private void capture() {
                 while (running.get()) {
                     int read = microphone.read(buffer, 0, buffer.length);
                     if (read > 0 && running.get()) {
-                        session.appendInputAudio(BinaryData.fromBytes(Arrays.copyOf(buffer, read))).block(SEND_TIMEOUT);
+                        sendAudio.apply(BinaryData.fromBytes(Arrays.copyOf(buffer, read))).block(SEND_TIMEOUT);
                     }
                 }
             } catch (RuntimeException error) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveFunctionToolSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveFunctionToolSample.java
index f51801608fb3d..9ed04a93c7d21 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveFunctionToolSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveFunctionToolSample.java
@@ -5,8 +5,8 @@
 
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionClient;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
 import com.azure.ai.agents.models.RealtimeConversationItem;
 import com.azure.ai.agents.models.RealtimeConversationItemType;
@@ -64,7 +64,7 @@ public static void main(String[] args) {
             .endpoint(endpoint)
             .allowPreview(true);
         AgentsClient agents = builder.buildAgentsClient();
-        BetaVoiceAgentWebSocketClient realtime = builder.beta().buildBetaVoiceAgentWebSocketClient();
+        BetaVoiceAgentsWebSocketClient realtime = builder.beta().buildBetaVoiceAgentsWebSocketClient();
 
         Map<String, Object> cityProperty = new LinkedHashMap<>();
         cityProperty.put("type", "string");
@@ -89,7 +89,7 @@ public static void main(String[] args) {
         try {
             agents.createAgentVersion(agentName, new CreateAgentVersionInput(definition));
             System.out.println("Created voice agent: " + agentName);
-            try (BetaVoiceAgentWebSocketSessionClient session = realtime.openWebSocketSession(agentName)) {
+            try (BetaVoiceAgentsWebSocketSessionClient session = realtime.openWebSocketSession(agentName)) {
                 ExecutorService receiver = Executors.newSingleThreadExecutor();
                 Future<?> response = receiver.submit(() -> receiveResponse(session));
                 try {
@@ -114,7 +114,7 @@ public static void main(String[] args) {
         }
     }
 
-    private static void receiveResponse(BetaVoiceAgentWebSocketSessionClient session) {
+    private static void receiveResponse(BetaVoiceAgentsWebSocketSessionClient session) {
         for (RealtimeServerEvent event : session.receiveEvents()) {
             if (event instanceof RealtimeResponseFunctionCallArgumentsDoneEvent) {
                 RealtimeResponseFunctionCallArgumentsDoneEvent call
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationAsyncSample.java
index c054427a5cc3a..caaf3e36a0c2d 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationAsyncSample.java
@@ -7,8 +7,8 @@
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.BetaVoiceAgentsConversationsAsyncClient;
 import com.azure.ai.agents.BetaAgentsAsyncClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketAsyncClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionAsyncClient;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
 import com.azure.ai.agents.models.VoiceAgentDefinition;
 import com.azure.core.util.BinaryData;
@@ -59,7 +59,7 @@ public static void main(String[] args) {
             .allowPreview(true);
         AgentsAsyncClient agents = builder.buildAgentsAsyncClient();
         BetaAgentsAsyncClient betaAgents = builder.beta().buildBetaAgentsAsyncClient();
-        BetaVoiceAgentWebSocketAsyncClient realtime = builder.beta().buildBetaVoiceAgentWebSocketAsyncClient();
+        BetaVoiceAgentsWebSocketAsyncClient realtime = builder.beta().buildBetaVoiceAgentsWebSocketAsyncClient();
         BetaVoiceAgentsConversationsAsyncClient conversations
             = builder.beta().buildBetaVoiceAgentsConversationsAsyncClient();
 
@@ -80,9 +80,9 @@ public static void main(String[] args) {
             })
             .then(Mono.usingWhen(realtime.openWebSocketSession(agentName),
                 session -> runConversation(session, scanner, conversationId, player),
-                BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync,
+                BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync,
                 (session, error) -> session.closeAsync(),
-                BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync))
+                BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync))
             .then(Mono.defer(() -> conversationId.get() == null
                 ? Mono.fromRunnable(() -> System.out.println("No persisted conversation ID was returned."))
                 : VoiceAgentRealtimeSampleUtils.readConversation(conversations, agentName, conversationId.get())))
@@ -105,7 +105,7 @@ private static Mono<Void> cleanupAgent(AgentsAsyncClient agents, String agentNam
             .doOnSuccess(ignored -> System.out.println("Deleted voice agent: " + agentName));
     }
 
-    private static Mono<Void> runConversation(BetaVoiceAgentWebSocketSessionAsyncClient session, Scanner scanner,
+    private static Mono<Void> runConversation(BetaVoiceAgentsWebSocketSessionAsyncClient session, Scanner scanner,
         AtomicReference<String> conversationId, VoiceAgentRealtimeSampleUtils.SpeakerPlayer player) {
         AtomicReference<Sinks.One<Void>> responseCompleted = new AtomicReference<>();
         Disposable receiver = session.receiveEvents().subscribe(event -> {
@@ -131,7 +131,7 @@ private static Mono<Void> runConversation(BetaVoiceAgentWebSocketSessionAsyncCli
             });
     }
 
-    private static Mono<Void> prompt(BetaVoiceAgentWebSocketSessionAsyncClient session, Scanner scanner,
+    private static Mono<Void> prompt(BetaVoiceAgentsWebSocketSessionAsyncClient session, Scanner scanner,
         AtomicReference<Sinks.One<Void>> responseCompleted) {
         return Mono.fromCallable(() -> {
             System.out.print("You:  ");
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationSample.java
index 6b9ce05b1c00c..97ac549ca56c0 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationSample.java
@@ -7,8 +7,8 @@
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.BetaVoiceAgentsConversationsClient;
 import com.azure.ai.agents.BetaAgentsClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionClient;
 import com.azure.ai.agents.models.AgentDetails;
 import com.azure.ai.agents.models.AgentVersionDetails;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
@@ -16,6 +16,7 @@
 import com.azure.ai.agents.models.VoiceAgentDefinition;
 import com.azure.core.util.BinaryData;
 import com.azure.core.util.Configuration;
+import com.azure.core.exception.ResourceModifiedException;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 
 import java.time.Duration;
@@ -40,6 +41,8 @@
  *   <li>{@code FOUNDRY_VOICE_AGENT_NAME} - Optional. The voice agent name. Defaults to
  *   {@code sample-live-text-conversation-agent-java}.</li>
  * </ul>
+ * <p>This sample deletes and replaces an existing agent with the selected name on a creation conflict.
+ * Use a name reserved for this sample. The replacement is deleted on exit, including on failure.</p>
  */
 public class VoiceAgentLiveTextConversationSample {
     private static final Duration RESPONSE_TIMEOUT = Duration.ofSeconds(45);
@@ -56,23 +59,18 @@ public static void main(String[] args) {
             .allowPreview(true);
         AgentsClient agents = builder.buildAgentsClient();
         BetaAgentsClient betaAgents = builder.beta().buildBetaAgentsClient();
-        BetaVoiceAgentWebSocketClient realtime = builder.beta().buildBetaVoiceAgentWebSocketClient();
+        BetaVoiceAgentsWebSocketClient realtime = builder.beta().buildBetaVoiceAgentsWebSocketClient();
         BetaVoiceAgentsConversationsClient conversations = builder.beta().buildBetaVoiceAgentsConversationsClient();
 
-        Map<String, String> request = new LinkedHashMap<>();
-        request.put("kind", "voice");
-        request.put("name", agentName);
-        AgentDetails generated = betaAgents.createAgentFromPrompt(BinaryData.fromObject(request));
-
-        try {
-            AgentVersionDetails latest = generated.getVersions().getLatest();
+        try (SampleAgent agent = createAgent(agents, betaAgents, agentName)) {
+            AgentVersionDetails latest = agent.details.getVersions().getLatest();
             VoiceAgentDefinition definition = (VoiceAgentDefinition) latest.getDefinition();
             agents.createAgentVersion(agentName, new CreateAgentVersionInput(definition.setStore(true)));
 
             AtomicReference<String> conversationId = new AtomicReference<>();
             try (VoiceAgentRealtimeSampleUtils.SpeakerPlayer player
                     = new VoiceAgentRealtimeSampleUtils.SpeakerPlayer();
-                BetaVoiceAgentWebSocketSessionClient session = realtime.openWebSocketSession(agentName);
+                BetaVoiceAgentsWebSocketSessionClient session = realtime.openWebSocketSession(agentName);
                 Scanner scanner = new Scanner(System.in)) {
                 AtomicReference<CompletableFuture<Void>> responseCompleted = new AtomicReference<>();
                 ExecutorService receiver = Executors.newSingleThreadExecutor();
@@ -124,13 +122,47 @@ public static void main(String[] args) {
             } else {
                 System.out.println("No persisted conversation ID was returned.");
             }
-        } finally {
+        }
+    }
+
+    static SampleAgent createAgent(AgentsClient agents, BetaAgentsClient betaAgents, String agentName) {
+        Map<String, String> request = new LinkedHashMap<>();
+        request.put("kind", "voice");
+        request.put("name", agentName);
+        BinaryData body = BinaryData.fromObject(request);
+        AgentDetails details;
+        try {
+            details = betaAgents.createAgentFromPrompt(body);
+        } catch (ResourceModifiedException error) {
+            if (error.getResponse() == null || error.getResponse().getStatusCode() != 409) {
+                throw error;
+            }
+            System.err.println("Deleting existing voice agent before replacement: " + agentName);
             agents.deleteAgent(agentName);
-            System.out.println("Deleted voice agent: " + agentName);
+            details = betaAgents.createAgentFromPrompt(body);
+        }
+        return new SampleAgent(agents, agentName, details);
+    }
+
+    static final class SampleAgent implements AutoCloseable {
+        final AgentDetails details;
+        private final AgentsClient agents;
+        private final String name;
+
+        private SampleAgent(AgentsClient agents, String name, AgentDetails details) {
+            this.agents = agents;
+            this.name = name;
+            this.details = details;
+        }
+
+        @Override
+        public void close() {
+            agents.deleteAgent(name);
+            System.out.println("Deleted voice agent: " + name);
         }
     }
 
-    private static boolean awaitResponse(BetaVoiceAgentWebSocketSessionClient session,
+    private static boolean awaitResponse(BetaVoiceAgentsWebSocketSessionClient session,
         CompletableFuture<Void> completion) {
         try {
             completion.get(RESPONSE_TIMEOUT.toMillis(), TimeUnit.MILLISECONDS);
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentRealtimeSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentRealtimeSampleUtils.java
index 6ce3f33a22d51..aac7dea9530af 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentRealtimeSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentRealtimeSampleUtils.java
@@ -11,7 +11,13 @@
 import com.azure.ai.agents.models.RealtimeResponseAudioTranscriptDoneEvent;
 import com.azure.ai.agents.models.RealtimeResponseDoneEvent;
 import com.azure.ai.agents.models.RealtimeSessionCreatedEvent;
+import com.azure.ai.agents.models.VoiceAgentAudioConfiguration;
+import com.azure.ai.agents.models.VoiceAgentAudioOutputConfiguration;
+import com.azure.ai.agents.models.VoiceAgentDefinition;
 import com.azure.ai.agents.models.VoiceConversation;
+import com.azure.ai.agents.models.VoiceModelType;
+import com.azure.ai.agents.models.VoiceOutputModality;
+import com.azure.ai.agents.models.VoiceType;
 import com.azure.core.http.rest.RequestOptions;
 import com.azure.core.util.BinaryData;
 import reactor.core.publisher.Mono;
@@ -20,6 +26,7 @@
 import javax.sound.sampled.AudioSystem;
 import javax.sound.sampled.LineUnavailableException;
 import javax.sound.sampled.SourceDataLine;
+import java.util.Collections;
 import java.util.List;
 import java.util.Map;
 import java.util.concurrent.atomic.AtomicReference;
@@ -30,6 +37,19 @@ final class VoiceAgentRealtimeSampleUtils {
     private VoiceAgentRealtimeSampleUtils() {
     }
 
+    static VoiceAgentDefinition createDefinition(VoiceModelType modelType, String model, String instructions) {
+        VoiceAgentAudioOutputConfiguration output = new VoiceAgentAudioOutputConfiguration()
+            .setVoice("en-US-AvaNeural")
+            .setVoiceType(VoiceType.AZURE_STANDARD);
+        return new VoiceAgentDefinition()
+            .setModelType(modelType)
+            .setModel(model)
+            .setInstructions(instructions)
+            .setAudio(new VoiceAgentAudioConfiguration().setOutput(output))
+            .setOutputModalities(Collections.singletonList(VoiceOutputModality.AUDIO))
+            .setStore(true);
+    }
+
     static boolean handleResponseEvent(RealtimeServerEvent event, AtomicReference<String> conversationId,
         SpeakerPlayer player) {
         if (event instanceof RealtimeSessionCreatedEvent) {
@@ -139,6 +159,12 @@ boolean isEnabled() {
             return line != null;
         }
 
+        synchronized void drain() {
+            if (line != null) {
+                line.drain();
+            }
+        }
+
         @Override
         public synchronized void close() {
             if (line != null) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentSampleUtils.java
deleted file mode 100644
index 2b37d1c0b1e02..0000000000000
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentSampleUtils.java
+++ /dev/null
@@ -1,31 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-
-package com.azure.ai.agents.voice;
-
-import com.azure.ai.agents.models.VoiceAgentAudioConfiguration;
-import com.azure.ai.agents.models.VoiceAgentAudioOutputConfiguration;
-import com.azure.ai.agents.models.VoiceAgentDefinition;
-import com.azure.ai.agents.models.VoiceModelType;
-import com.azure.ai.agents.models.VoiceOutputModality;
-import com.azure.ai.agents.models.VoiceType;
-
-import java.util.Collections;
-
-final class VoiceAgentSampleUtils {
-    private VoiceAgentSampleUtils() {
-    }
-
-    static VoiceAgentDefinition createDefinition(VoiceModelType modelType, String model, String instructions) {
-        VoiceAgentAudioOutputConfiguration output = new VoiceAgentAudioOutputConfiguration()
-            .setVoice("en-US-AvaNeural")
-            .setVoiceType(VoiceType.AZURE_STANDARD);
-        return new VoiceAgentDefinition()
-            .setModelType(modelType)
-            .setModel(model)
-            .setInstructions(instructions)
-            .setAudio(new VoiceAgentAudioConfiguration().setOutput(output))
-            .setOutputModalities(Collections.singletonList(VoiceOutputModality.AUDIO))
-            .setStore(true);
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentVersionsSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentVersionsSample.java
index 724b553e30756..9e9e991c73459 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentVersionsSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/VoiceAgentVersionsSample.java
@@ -38,14 +38,14 @@ public static void main(String[] args) {
             .buildAgentsClient();
         try {
             AgentVersionDetails first = client.createAgentVersion(agentName,
-                new CreateAgentVersionInput(VoiceAgentSampleUtils.createDefinition(modelType, model,
+                new CreateAgentVersionInput(VoiceAgentRealtimeSampleUtils.createDefinition(modelType, model,
                     "You are a helpful voice assistant.")));
             AgentVersionDetails released = client.createAgentVersion(agentName,
-                new CreateAgentVersionInput(VoiceAgentSampleUtils.createDefinition(modelType, model,
+                new CreateAgentVersionInput(VoiceAgentRealtimeSampleUtils.createDefinition(modelType, model,
                     "You are a helpful voice assistant. Greet the caller by name."))
                     .setDescription("Added a personalized greeting."));
             AgentVersionDetails draft = client.createAgentVersion(agentName,
-                new CreateAgentVersionInput(VoiceAgentSampleUtils.createDefinition(modelType, model,
+                new CreateAgentVersionInput(VoiceAgentRealtimeSampleUtils.createDefinition(modelType, model,
                     "You are an experimental voice assistant."))
                     .setDescription("Candidate persona under review.")
                     .setDraft(true));
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClientTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClientTests.java
deleted file mode 100644
index 3db2e46948de0..0000000000000
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentWebSocketSessionClientTests.java
+++ /dev/null
@@ -1,71 +0,0 @@
-// Copyright (c) Microsoft Corporation. All rights reserved.
-// Licensed under the MIT License.
-
-package com.azure.ai.agents;
-
-import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketClientConfiguration;
-import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
-import com.azure.ai.agents.models.VoiceAgentTransport;
-import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
-import com.azure.core.http.ProxyOptions;
-import java.net.InetSocketAddress;
-import java.net.Proxy;
-import java.net.URI;
-import java.time.OffsetDateTime;
-import java.util.List;
-import okhttp3.OkHttpClient;
-import org.junit.jupiter.api.Test;
-import reactor.core.publisher.Mono;
-
-import static org.junit.jupiter.api.Assertions.assertEquals;
-
-public class BetaVoiceAgentWebSocketSessionClientTests {
-    @Test
-    public void connectionUriUsesSelectedTransport() {
-        VoiceAgentWebSocketClientConfiguration configuration = new VoiceAgentWebSocketClientConfiguration(
-            URI.create("https://localhost"),
-            request -> Mono.just(new com.azure.core.credential.AccessToken("token", OffsetDateTime.now().plusHours(1))),
-            "v1", "test-user-agent", null, null);
-
-        URI defaultUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent",
-            new VoiceAgentWebSocketConnectionOptions());
-        URI websocketUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent",
-            new VoiceAgentWebSocketConnectionOptions().setTransportType(VoiceAgentTransport.WEBSOCKET));
-        URI webRtcUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent",
-            new VoiceAgentWebSocketConnectionOptions(
-                new VoiceAgentWebSocketConnectionOptions().setTransportType(VoiceAgentTransport.WEBRTC)));
-
-        assertEquals("websocket", queryParameter(defaultUri, "transport"));
-        assertEquals("websocket", queryParameter(websocketUri, "transport"));
-        assertEquals("webrtc", queryParameter(webRtcUri, "transport"));
-    }
-
-    @Test
-    public void syncTransportHonorsNonProxyHosts() {
-        InetSocketAddress proxyAddress = new InetSocketAddress("localhost", 8080);
-        ProxyOptions proxyOptions
-            = new ProxyOptions(ProxyOptions.Type.HTTP, proxyAddress).setNonProxyHosts("localhost");
-        VoiceAgentWebSocketClientConfiguration configuration = new VoiceAgentWebSocketClientConfiguration(
-            URI.create("https://localhost"),
-            request -> Mono.just(new com.azure.core.credential.AccessToken("token", OffsetDateTime.now().plusHours(1))),
-            "v1", "test-user-agent", null, proxyOptions);
-        OkHttpClient client = BetaVoiceAgentWebSocketSessionClient.createHttpClient(configuration,
-            new VoiceAgentWebSocketConnectionOptions());
-
-        List<Proxy> bypassed = client.proxySelector().select(URI.create("https://LOCALHOST/session"));
-        List<Proxy> proxied = client.proxySelector().select(URI.create("https://example.com/session"));
-
-        assertEquals(Proxy.NO_PROXY, bypassed.get(0));
-        assertEquals(new Proxy(Proxy.Type.HTTP, proxyAddress), proxied.get(0));
-    }
-
-    private static String queryParameter(URI uri, String name) {
-        for (String parameter : uri.getQuery().split("&")) {
-            String[] pair = parameter.split("=", 2);
-            if (name.equals(pair[0])) {
-                return pair.length == 2 ? pair[1] : "";
-            }
-        }
-        return null;
-    }
-}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionClientTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionClientTests.java
new file mode 100644
index 0000000000000..5fbdb1144b488
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/BetaVoiceAgentsWebSocketSessionClientTests.java
@@ -0,0 +1,221 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents;
+
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketClientConfiguration;
+import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketUtils;
+import com.azure.ai.agents.implementation.realtime.WebSocketSessionTransport;
+import com.azure.ai.agents.implementation.realtime.WebSocketTransportOptions;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.ai.agents.models.VoiceAgentTransport;
+import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
+import com.azure.ai.agents.models.VoiceAgentWebSocketOverflowStrategy;
+import com.azure.core.http.ProxyOptions;
+import com.azure.core.http.HttpHeaders;
+import java.net.InetSocketAddress;
+import java.net.Proxy;
+import java.net.URI;
+import java.net.URLDecoder;
+import java.nio.charset.StandardCharsets;
+import java.time.Duration;
+import java.time.OffsetDateTime;
+import java.util.List;
+import java.util.function.Consumer;
+import okhttp3.OkHttpClient;
+import org.junit.jupiter.api.Test;
+import reactor.core.publisher.Mono;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertSame;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+
+public class BetaVoiceAgentsWebSocketSessionClientTests {
+    @Test
+    public void connectionUriUsesSelectedTransport() throws Exception {
+        VoiceAgentWebSocketClientConfiguration configuration = new VoiceAgentWebSocketClientConfiguration(
+            URI.create("https://localhost"),
+            request -> Mono.just(new com.azure.core.credential.AccessToken("token", OffsetDateTime.now().plusHours(1))),
+            "v1", "test-user-agent", null, null);
+
+        URI defaultUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent",
+            new VoiceAgentWebSocketConnectionOptions());
+        URI websocketUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent",
+            new VoiceAgentWebSocketConnectionOptions().setTransportType(VoiceAgentTransport.WEBSOCKET));
+        URI webRtcUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent",
+            new VoiceAgentWebSocketConnectionOptions(
+                new VoiceAgentWebSocketConnectionOptions().setTransportType(VoiceAgentTransport.WEBRTC)));
+
+        assertEquals("websocket", queryParameter(defaultUri, "transport"));
+        assertEquals("websocket", queryParameter(websocketUri, "transport"));
+        assertEquals("webrtc", queryParameter(webRtcUri, "transport"));
+    }
+
+    @Test
+    public void connectionUrisPreserveEncodedPathsAndReplaceEndpointQuery() throws Exception {
+        VoiceAgentWebSocketClientConfiguration configuration = new VoiceAgentWebSocketClientConfiguration(
+            URI.create("https://localhost:8443/project%20name/?discard=old&api-version=old"),
+            request -> Mono.just(new com.azure.core.credential.AccessToken("token", OffsetDateTime.now().plusHours(1))),
+            "v1", "test-user-agent", null, null);
+
+        URI realtimeUri = VoiceAgentWebSocketUtils.buildWebSocketUri(configuration, "agent/name",
+            new VoiceAgentWebSocketConnectionOptions().setAgentSessionId("session & id"));
+        URI liveUri = VoiceAgentWebSocketUtils.buildLiveWebSocketUri(configuration, "agent/name",
+            new VoiceAgentLiveWebSocketConnectionOptions().setStructuredInputs("{\"name\":\"a & b\"}"));
+
+        for (URI uri : new URI[] { realtimeUri, liveUri }) {
+            assertEquals("wss", uri.getScheme());
+            assertEquals("localhost", uri.getHost());
+            assertEquals(8443, uri.getPort());
+            assertEquals("v1", queryParameter(uri, "api-version"));
+            assertEquals(null, queryParameter(uri, "discard"));
+        }
+        assertEquals("/project%20name/agents/agent%2Fname/endpoint/protocols/voice", realtimeUri.getRawPath());
+        assertEquals("/project%20name/agents/agent%2Fname/endpoint/protocols/voice/live/sessions",
+            liveUri.getRawPath());
+        assertEquals("session & id", queryParameter(realtimeUri, "agent_session_id"));
+        assertEquals("{\"name\":\"a & b\"}", queryParameter(liveUri, "structured_inputs"));
+    }
+
+    @Test
+    public void syncTransportHonorsNonProxyHosts() {
+        InetSocketAddress proxyAddress = new InetSocketAddress("localhost", 8080);
+        ProxyOptions proxyOptions
+            = new ProxyOptions(ProxyOptions.Type.HTTP, proxyAddress).setNonProxyHosts("localhost");
+        VoiceAgentWebSocketClientConfiguration configuration = new VoiceAgentWebSocketClientConfiguration(
+            URI.create("https://localhost"),
+            request -> Mono.just(new com.azure.core.credential.AccessToken("token", OffsetDateTime.now().plusHours(1))),
+            "v1", "test-user-agent", null, proxyOptions);
+        OkHttpClient client = WebSocketSessionTransport.createHttpClient(configuration,
+            new WebSocketTransportOptions(new VoiceAgentWebSocketConnectionOptions()));
+
+        List<Proxy> bypassed = client.proxySelector().select(URI.create("https://LOCALHOST/session"));
+        List<Proxy> proxied = client.proxySelector().select(URI.create("https://example.com/session"));
+
+        assertEquals(Proxy.NO_PROXY, bypassed.get(0));
+        assertEquals(new Proxy(Proxy.Type.HTTP, proxyAddress), proxied.get(0));
+    }
+
+    @Test
+    public void syncConnectionPreservesTokenFailure() {
+        IllegalStateException failure = new IllegalStateException("Token unavailable");
+        VoiceAgentWebSocketClientConfiguration configuration = new VoiceAgentWebSocketClientConfiguration(
+            URI.create("https://localhost"), request -> Mono.error(failure), "v1", "test-user-agent", null, null);
+
+        IllegalStateException actual = assertThrows(IllegalStateException.class,
+            () -> WebSocketSessionTransport.connect(configuration, URI.create("wss://localhost/session"),
+                new WebSocketTransportOptions(new VoiceAgentWebSocketConnectionOptions()), null,
+                token -> new HttpHeaders()));
+
+        assertSame(failure, actual);
+    }
+
+    @Test
+    public void syncConnectionPreservesHeaderInitializationFailure() {
+        IllegalStateException failure = new IllegalStateException("Headers unavailable");
+        VoiceAgentWebSocketClientConfiguration configuration = new VoiceAgentWebSocketClientConfiguration(
+            URI.create("https://localhost"),
+            request -> Mono.just(new com.azure.core.credential.AccessToken("token", OffsetDateTime.now().plusHours(1))),
+            "v1", "test-user-agent", null, null);
+
+        IllegalStateException actual = assertThrows(IllegalStateException.class,
+            () -> WebSocketSessionTransport.connect(configuration, URI.create("wss://localhost/session"),
+                new WebSocketTransportOptions(new VoiceAgentWebSocketConnectionOptions()), null, token -> {
+                    throw failure;
+                }));
+
+        assertSame(failure, actual);
+    }
+
+    @Test
+    public void liveOptionsAndTransportSnapshotAreIndependent() {
+        Consumer<Throwable> handler = error -> {
+        };
+        VoiceAgentLiveWebSocketConnectionOptions options
+            = new VoiceAgentLiveWebSocketConnectionOptions().setReceiveBufferCapacity(17)
+                .setMaxMessageSize(4096)
+                .setOverflowStrategy(VoiceAgentWebSocketOverflowStrategy.DROP_OLDEST)
+                .setMalformedEventHandler(handler)
+                .setHandshakeTimeout(Duration.ofSeconds(2))
+                .setCloseTimeout(Duration.ofSeconds(3))
+                .setStoreEnabled(true)
+                .setAgentVersionOverride("version-1")
+                .setStructuredInputs("{\"name\":\"value\"}");
+        VoiceAgentLiveWebSocketConnectionOptions copy = new VoiceAgentLiveWebSocketConnectionOptions(options);
+        WebSocketTransportOptions snapshot = new WebSocketTransportOptions(options);
+        options.setReceiveBufferCapacity(1)
+            .setMaxMessageSize(1)
+            .setOverflowStrategy(VoiceAgentWebSocketOverflowStrategy.ERROR)
+            .setMalformedEventHandler(null)
+            .setHandshakeTimeout(Duration.ofSeconds(10))
+            .setCloseTimeout(Duration.ofSeconds(10))
+            .setStoreEnabled(false)
+            .setAgentVersionOverride(null)
+            .setStructuredInputs(null);
+
+        assertTransportSnapshot(snapshot, handler);
+        assertTransportSnapshot(new WebSocketTransportOptions(copy), handler);
+        assertEquals(true, copy.isStoreEnabled());
+        assertEquals("version-1", copy.getAgentVersionOverride());
+        assertEquals("{\"name\":\"value\"}", copy.getStructuredInputs());
+    }
+
+    @Test
+    public void realtimeTransportSnapshotIsIndependent() {
+        Consumer<Throwable> handler = error -> {
+        };
+        VoiceAgentWebSocketConnectionOptions options
+            = new VoiceAgentWebSocketConnectionOptions().setReceiveBufferCapacity(17)
+                .setMaxMessageSize(4096)
+                .setOverflowStrategy(VoiceAgentWebSocketOverflowStrategy.DROP_OLDEST)
+                .setMalformedEventHandler(handler)
+                .setHandshakeTimeout(Duration.ofSeconds(2))
+                .setCloseTimeout(Duration.ofSeconds(3));
+        WebSocketTransportOptions snapshot = new WebSocketTransportOptions(options);
+        options.setReceiveBufferCapacity(1)
+            .setMaxMessageSize(1)
+            .setOverflowStrategy(VoiceAgentWebSocketOverflowStrategy.ERROR)
+            .setMalformedEventHandler(null)
+            .setHandshakeTimeout(Duration.ofSeconds(10))
+            .setCloseTimeout(Duration.ofSeconds(10));
+
+        assertTransportSnapshot(snapshot, handler);
+    }
+
+    @Test
+    public void liveOptionsValidateTransportSettings() {
+        VoiceAgentLiveWebSocketConnectionOptions options = new VoiceAgentLiveWebSocketConnectionOptions();
+        assertEquals(256, options.getReceiveBufferCapacity());
+        assertEquals(32 * 1024 * 1024, options.getMaxMessageSize());
+        assertEquals(VoiceAgentWebSocketOverflowStrategy.ERROR, options.getOverflowStrategy());
+        assertEquals(Duration.ofSeconds(30), options.getHandshakeTimeout());
+        assertEquals(Duration.ofSeconds(10), options.getCloseTimeout());
+        assertThrows(IllegalArgumentException.class, () -> options.setReceiveBufferCapacity(0));
+        assertThrows(IllegalArgumentException.class, () -> options.setReceiveBufferCapacity(65537));
+        assertThrows(IllegalArgumentException.class, () -> options.setMaxMessageSize(0));
+        assertThrows(NullPointerException.class, () -> options.setOverflowStrategy(null));
+        assertThrows(IllegalArgumentException.class, () -> options.setHandshakeTimeout(null));
+        assertThrows(IllegalArgumentException.class, () -> options.setHandshakeTimeout(Duration.ZERO));
+        assertThrows(IllegalArgumentException.class, () -> options.setCloseTimeout(Duration.ofSeconds(-1)));
+        assertThrows(NullPointerException.class, () -> new VoiceAgentLiveWebSocketConnectionOptions(null));
+    }
+
+    private static void assertTransportSnapshot(WebSocketTransportOptions snapshot, Consumer<Throwable> handler) {
+        assertEquals(17, snapshot.getReceiveBufferCapacity());
+        assertEquals(4096, snapshot.getMaxMessageSize());
+        assertEquals(VoiceAgentWebSocketOverflowStrategy.DROP_OLDEST, snapshot.getOverflowStrategy());
+        assertSame(handler, snapshot.getMalformedEventHandler());
+        assertEquals(Duration.ofSeconds(2), snapshot.getHandshakeTimeout());
+        assertEquals(Duration.ofSeconds(3), snapshot.getCloseTimeout());
+    }
+
+    private static String queryParameter(URI uri, String name) throws Exception {
+        for (String parameter : uri.getRawQuery().split("&")) {
+            String[] pair = parameter.split("=", 2);
+            if (name.equals(pair[0])) {
+                return pair.length == 2 ? URLDecoder.decode(pair[1], StandardCharsets.UTF_8.name()) : "";
+            }
+        }
+        return null;
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
index 20c80de494c65..87ce4147d12fe 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/FoundryFeaturesHeaderVerificationTest.java
@@ -442,11 +442,11 @@ public void webSocketClientsRejectUnsupportedHttpConfiguration() {
             .retryPolicy(new RetryPolicy());
 
         IllegalStateException syncError
-            = assertThrows(IllegalStateException.class, () -> builder.beta().buildBetaVoiceAgentWebSocketClient());
+            = assertThrows(IllegalStateException.class, () -> builder.beta().buildBetaVoiceAgentsWebSocketClient());
         assertTrue(syncError.getMessage().contains("httpClient, pipeline, addPolicy, retryOptions, retryPolicy"));
 
-        IllegalStateException asyncError
-            = assertThrows(IllegalStateException.class, () -> builder.beta().buildBetaVoiceAgentWebSocketAsyncClient());
+        IllegalStateException asyncError = assertThrows(IllegalStateException.class,
+            () -> builder.beta().buildBetaVoiceAgentsWebSocketAsyncClient());
         assertEquals(syncError.getMessage(), asyncError.getMessage());
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveConversationSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveConversationSamplesTests.java
new file mode 100644
index 0000000000000..d49e1f4b292ac
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveConversationSamplesTests.java
@@ -0,0 +1,325 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.core.exception.HttpResponseException;
+import com.azure.core.http.HttpClient;
+import com.azure.core.http.HttpHeaderName;
+import com.azure.core.http.HttpHeaders;
+import com.azure.core.http.HttpMethod;
+import com.azure.core.http.HttpRequest;
+import com.azure.core.http.HttpResponse;
+import com.azure.core.http.policy.ExponentialBackoffOptions;
+import com.azure.core.http.policy.RetryOptions;
+import com.azure.core.test.http.MockHttpResponse;
+import com.azure.core.test.utils.MockTokenCredential;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.core.util.Context;
+import java.io.IOException;
+import java.io.InputStream;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.time.Duration;
+import java.util.ArrayDeque;
+import java.util.Deque;
+import java.util.List;
+import java.util.function.Function;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.io.TempDir;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.Arguments;
+import org.junit.jupiter.params.provider.MethodSource;
+import org.junit.jupiter.params.provider.ValueSource;
+import reactor.core.publisher.Mono;
+
+import static org.junit.jupiter.api.Assertions.assertArrayEquals;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+public class GptLiveConversationSamplesTests {
+    private static final String ROOT = "/agents/live-agent/endpoint/protocols/voice/live/conversations";
+    private static final String PATH = ROOT + "/conversation-1";
+    private static final String CONVERSATION
+        = "{\"id\":\"conversation-1\",\"status\":\"completed\",\"created_at\":1700000000,\"usage\":{\"seconds\":2.5}}";
+    private static final String INPUT = "{\"id\":\"input-1\",\"type\":\"input\",\"transcription\":\"Hello\"}";
+    private static final String OUTPUT = "{\"id\":\"output-1\",\"type\":\"output\",\"transcription\":\"Hi\"}";
+    private static final String DELEGATION
+        = "{\"id\":\"delegation-1\",\"type\":\"delegation\",\"target\":\"responses\",\"response_id\":\"response-1\"}";
+    private static final byte[] WAV = { 82, 73, 70, 70, 0, 0, 0, 0, 87, 65, 86, 69 };
+    private static final Duration TIMEOUT = Duration.ofSeconds(10);
+
+    @TempDir
+    Path directory;
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void readsCursorPagesAndFetchesSpeechAndDelegationDetails(boolean async) {
+        ScriptedTransport transport = new ScriptedTransport(async);
+        transport.json(ROOT, null, 200, page(CONVERSATION));
+        transport.json(ROOT, "conversation-1", 200, page());
+        transport.json(PATH, null, 200, CONVERSATION);
+        transport.json(PATH + "/items", null, 200, page(INPUT));
+        transport.json(PATH + "/items/input-1", null, 200, INPUT);
+        transport.json(PATH + "/items", "input-1", 200, page(OUTPUT, DELEGATION));
+        transport.json(PATH + "/items/output-1", null, 200, OUTPUT);
+        transport.json(PATH + "/items/delegation-1", null, 200, DELEGATION);
+        transport.json(PATH + "/items", "delegation-1", 200, page());
+        readConversation(builder(transport), async);
+        transport.assertConsumed();
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void missingConversationPropagates(boolean async) {
+        ScriptedTransport transport = new ScriptedTransport(async);
+        transport.json(ROOT, null, 200, page());
+        transport.json(PATH, null, 404, error("not_found"));
+        HttpResponseException failure
+            = assertThrows(HttpResponseException.class, () -> readConversation(builder(transport), async));
+        assertEquals(404, failure.getResponse().getStatusCode());
+        transport.assertConsumed();
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void repeatedCursorFailsRatherThanLooping(boolean async) {
+        ScriptedTransport transport = new ScriptedTransport(async);
+        transport.json(ROOT, null, 200, page(CONVERSATION));
+        transport.json(ROOT, "conversation-1", 200, page(CONVERSATION));
+        assertThrows(IllegalStateException.class, () -> readConversation(builder(transport), async));
+        transport.assertConsumed();
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void downloadsMergedAndItemBytesWithoutOverwritingFiles(boolean async) throws IOException {
+        Path existing = directory.resolve("existing.wav");
+        byte[] original = { 1, 2, 3 };
+        Files.write(existing, original);
+        ScriptedTransport transport = audioTransport(async, false);
+        downloadAudio(builder(transport), async, "input-1");
+        transport.assertConsumed();
+        assertEquals(3, files().size());
+        assertArrayEquals(original, Files.readAllBytes(existing));
+        for (Path file : files()) {
+            if (!file.equals(existing)) {
+                assertArrayEquals(WAV, Files.readAllBytes(file));
+                assertTrue(file.getFileName().toString().endsWith(".wav"));
+            }
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void byosMetadataDoesNotCallFoundryContentEndpoints(boolean async) throws IOException {
+        ScriptedTransport transport = audioTransport(async, true);
+        downloadAudio(builder(transport), async, "input-1");
+        transport.assertConsumed();
+        assertTrue(files().isEmpty());
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void optionalItemCanBeOmitted(boolean async) throws IOException {
+        ScriptedTransport transport = new ScriptedTransport(async);
+        transport.json(PATH + "/audio", null, 200, recording(false));
+        transport.audio(PATH + "/audio/content");
+        downloadAudio(builder(transport), async, null);
+        transport.assertConsumed();
+        assertEquals(1, files().size());
+    }
+
+    @ParameterizedTest
+    @MethodSource("audioFailures")
+    public void audioErrorsPreserveStatusAndRetryAfter(boolean async, int status, boolean content) throws IOException {
+        ScriptedTransport transport = new ScriptedTransport(async);
+        if (content) {
+            transport.json(PATH + "/audio", null, 200, recording(false));
+        }
+        transport.json(PATH + (content ? "/audio/content" : "/audio"), null, status, error("recording_not_ready"));
+        HttpResponseException failure
+            = assertThrows(HttpResponseException.class, () -> downloadAudio(builder(transport), async, null));
+        assertEquals(status, failure.getResponse().getStatusCode());
+        assertEquals("3", failure.getResponse().getHeaderValue("Retry-After"));
+        assertTrue(files().isEmpty());
+        transport.assertConsumed();
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void blankItemFailsBeforeNetworkAccess(boolean async) {
+        ScriptedTransport transport = new ScriptedTransport(async);
+        assertThrows(IllegalArgumentException.class, () -> downloadAudio(builder(transport), async, " "));
+        transport.assertConsumed();
+    }
+
+    @Test
+    public void failedFileWriteRemovesPartialOutput() throws IOException {
+        InputStream failingStream = new InputStream() {
+            @Override
+            public int read() throws IOException {
+                throw new IOException("Simulated read failure");
+            }
+        };
+        assertThrows(IOException.class, () -> GptLiveReadConversationAudioSample
+            .saveAudio(BinaryData.fromStream(failingStream), directory, "failure-"));
+        assertTrue(files().isEmpty());
+    }
+
+    @Test
+    public void configurationDirectoryAndCursorValidation() {
+        assertThrows(IllegalArgumentException.class,
+            () -> GptLiveSampleUtils.requireSetting(Configuration.NONE, "FOUNDRY_PROJECT_ENDPOINT"));
+        assertThrows(IllegalArgumentException.class,
+            () -> GptLiveReadConversationAudioSample.outputDirectory(new String[0]));
+        assertThrows(IllegalArgumentException.class, () -> GptLiveReadConversationAudioSample
+            .outputDirectory(new String[] { directory.resolve("missing").toString() }));
+        assertEquals(directory,
+            GptLiveReadConversationAudioSample.outputDirectory(new String[] { directory.toString() }));
+        assertThrows(IllegalStateException.class, () -> GptLiveReadConversationSample.nextCursor(null, null));
+        assertThrows(IllegalStateException.class, () -> GptLiveReadConversationSample.nextCursor("", null));
+    }
+
+    private static Stream<Arguments> audioFailures() {
+        return Stream.of(false, true)
+            .flatMap(async -> Stream.of(403, 404, 409)
+                .flatMap(status -> Stream.of(false, true).map(content -> Arguments.of(async, status, content))));
+    }
+
+    private static void readConversation(AgentsClientBuilder builder, boolean async) {
+        if (async) {
+            GptLiveReadConversationAsyncSample
+                .readConversation(builder.beta().buildBetaVoiceAgentsLiveConversationsAsyncClient(), "live-agent",
+                    "conversation-1")
+                .block(TIMEOUT);
+        } else {
+            GptLiveReadConversationSample.readConversation(builder.beta().buildBetaVoiceAgentsLiveConversationsClient(),
+                "live-agent", "conversation-1");
+        }
+    }
+
+    private void downloadAudio(AgentsClientBuilder builder, boolean async, String itemId) throws IOException {
+        if (async) {
+            GptLiveReadConversationAudioAsyncSample
+                .downloadAudio(builder.beta().buildBetaVoiceAgentsLiveConversationsAsyncClient(), "live-agent",
+                    "conversation-1", itemId, directory)
+                .block(TIMEOUT);
+        } else {
+            GptLiveReadConversationAudioSample.downloadAudio(
+                builder.beta().buildBetaVoiceAgentsLiveConversationsClient(), "live-agent", "conversation-1", itemId,
+                directory);
+        }
+    }
+
+    private static ScriptedTransport audioTransport(boolean async, boolean byos) {
+        ScriptedTransport transport = new ScriptedTransport(async);
+        transport.json(PATH + "/audio", null, 200, recording(byos));
+        if (!byos) {
+            transport.audio(PATH + "/audio/content");
+        }
+        transport.json(PATH + "/items/input-1/audio", null, 200,
+            "{\"conversation_id\":\"conversation-1\",\"item_id\":\"input-1\",\"format\":\"wav\",\"sample_rate\":24000"
+                + (byos ? ",\"blob_uri\":\"https://storage.example/item.wav\"" : "") + "}");
+        if (!byos) {
+            transport.audio(PATH + "/items/input-1/audio/content");
+        }
+        return transport;
+    }
+
+    private List<Path> files() throws IOException {
+        try (Stream<Path> paths = Files.list(directory)) {
+            return paths.collect(Collectors.toList());
+        }
+    }
+
+    private static String recording(boolean byos) {
+        return "{\"conversation_id\":\"conversation-1\",\"format\":\"wav\",\"sample_rate\":24000,\"channels\":2,"
+            + "\"channel_layout\":{\"left\":\"user\",\"right\":\"assistant\"},\"duration_ms\":2000"
+            + (byos ? ",\"blob_uri\":\"https://storage.example/call.wav\"" : "") + "}";
+    }
+
+    private static String page(String... entries) {
+        return "{\"data\":[" + String.join(",", entries) + "]}";
+    }
+
+    private static String error(String code) {
+        return "{\"error\":{\"code\":\"" + code + "\",\"message\":\"Sample service error\"}}";
+    }
+
+    private static AgentsClientBuilder builder(HttpClient transport) {
+        return new AgentsClientBuilder().endpoint("https://localhost")
+            .credential(new MockTokenCredential())
+            .configuration(Configuration.NONE)
+            .addPolicy(GptLiveReadConversationSample.previewHeaders())
+            .httpClient(transport)
+            .retryOptions(new RetryOptions(new ExponentialBackoffOptions().setMaxRetries(0)));
+    }
+
+    private static final class ScriptedTransport implements HttpClient {
+        private final Deque<Function<HttpRequest, HttpResponse>> requests = new ArrayDeque<>();
+        private final boolean async;
+
+        ScriptedTransport(boolean async) {
+            this.async = async;
+        }
+
+        void json(String path, String after, int status, String body) {
+            expect(path, after, status, "application/json", BinaryData.fromString(body).toBytes());
+        }
+
+        void audio(String path) {
+            expect(path, null, 200, "audio/wav", WAV);
+        }
+
+        private void expect(String path, String after, int status, String contentType, byte[] body) {
+            requests.add(request -> {
+                assertEquals(HttpMethod.GET, request.getHttpMethod(), "Samples must not modify or delete data");
+                assertEquals(path, request.getUrl().getPath());
+                assertEquals("VoiceAgents=V1Preview", request.getHeaders().getValue("Foundry-Features"));
+                String query = request.getUrl().getQuery();
+                assertTrue(query.contains("api-version="));
+                if (path.equals(ROOT) || path.endsWith("/items")) {
+                    assertTrue(query.contains("limit=100"));
+                    assertTrue(query.contains("order=asc"));
+                }
+                if (after != null) {
+                    assertTrue(query.contains("after=" + after), "Missing cursor: " + query);
+                } else {
+                    assertFalse(query.contains("after="), "Unexpected cursor: " + query);
+                }
+                return new MockHttpResponse(request, status,
+                    new HttpHeaders().set(HttpHeaderName.CONTENT_TYPE, contentType)
+                        .set(HttpHeaderName.fromString("Retry-After"), "3"),
+                    body);
+            });
+        }
+
+        @Override
+        public Mono<HttpResponse> send(HttpRequest request) {
+            assertTrue(async, "Synchronous examples must use synchronous HTTP");
+            return Mono.fromSupplier(() -> respond(request));
+        }
+
+        @Override
+        public HttpResponse sendSync(HttpRequest request, Context context) {
+            assertFalse(async, "Asynchronous examples must use asynchronous HTTP");
+            return respond(request);
+        }
+
+        private HttpResponse respond(HttpRequest request) {
+            assertFalse(requests.isEmpty(), "Unexpected request: " + request.getUrl());
+            return requests.removeFirst().apply(request);
+        }
+
+        void assertConsumed() {
+            assertTrue(requests.isEmpty(), "Not all expected requests were made");
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveSamplesTests.java
new file mode 100644
index 0000000000000..67e4d354a3d48
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveSamplesTests.java
@@ -0,0 +1,1505 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionClient;
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.core.credential.AccessToken;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ServerEvent;
+import com.openai.models.responses.ResponseStreamEvent;
+import com.openai.models.responses.ResponseFunctionToolCall;
+import java.io.ByteArrayOutputStream;
+import java.io.FilterReader;
+import java.io.InputStream;
+import java.io.IOException;
+import java.io.PrintStream;
+import java.io.Reader;
+import java.io.PipedReader;
+import java.io.PipedWriter;
+import java.io.StringReader;
+import java.lang.reflect.Proxy;
+import java.nio.charset.StandardCharsets;
+import java.time.Duration;
+import java.time.OffsetDateTime;
+import java.util.Arrays;
+import java.util.Base64;
+import java.util.Collections;
+import java.util.List;
+import java.util.LinkedHashMap;
+import java.util.Map;
+import java.util.UUID;
+import java.util.concurrent.CopyOnWriteArrayList;
+import java.util.concurrent.CompletableFuture;
+import java.util.concurrent.CountDownLatch;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.TimeoutException;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Consumer;
+import java.util.function.Predicate;
+import java.util.stream.Stream;
+import javax.sound.sampled.SourceDataLine;
+import javax.sound.sampled.TargetDataLine;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.Timeout;
+import org.junit.jupiter.api.parallel.Isolated;
+import org.junit.jupiter.api.parallel.ResourceLock;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.Arguments;
+import org.junit.jupiter.params.provider.MethodSource;
+import org.junit.jupiter.params.provider.ValueSource;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+import reactor.core.publisher.Sinks;
+import reactor.core.scheduler.Schedulers;
+import reactor.netty.DisposableServer;
+import reactor.test.StepVerifier;
+
+import static org.junit.jupiter.api.Assertions.assertArrayEquals;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+@Isolated("Virtual-time tests replace the global Reactor schedulers")
+@ResourceLock("voice-agent-websocket-tls")
+@Timeout(20)
+public class GptLiveSamplesTests {
+    private static final Duration TIMEOUT = Duration.ofSeconds(5);
+    private static final String STARTED = "{\"type\":\"session.started\",\"session\":{\"id\":\"live-1\"}}";
+    private static final String CLOSED = "{\"type\":\"session.closed\",\"reason\":\"close_requested\"}";
+    private static final String COMPLETED = "{\"type\":\"response.event\",\"delegation_id\":\"del-1\",\"event\":"
+        + "{\"type\":\"response.completed\",\"response\":{\"id\":\"resp-1\",\"output\":[]}}}";
+    private static final String MODERATED = "{\"type\":\"error\",\"event_id\":\"moderated-1\","
+        + "\"error\":{\"type\":\"content_filter\",\"code\":\"content_filter\","
+        + "\"message\":\"The generation was stopped due to moderation.\"}}";
+    private final List<Map<?, ?>> commands = new CopyOnWriteArrayList<>();
+    private DisposableServer server;
+
+    @ParameterizedTest
+    @ValueSource(strings = { "text", "text-async", "audio-async", "tools" })
+    public void agentNamesStayBelowServiceLimit(String scenario) {
+        String prefix = "gpt-live-" + scenario + "-";
+        String name = GptLiveSampleUtils.createAgentName(scenario);
+        assertTrue(name.startsWith(prefix));
+        assertTrue(name.length() <= 57, "Sample agent names must leave headroom below the 63-character limit");
+        assertTrue(name.matches("[a-zA-Z0-9][a-zA-Z0-9-]*[a-zA-Z0-9]"));
+        assertEquals(36, name.substring(prefix.length()).length());
+        assertEquals(4, UUID.fromString(name.substring(prefix.length())).version());
+        assertFalse(name.equals(GptLiveSampleUtils.createAgentName(scenario)));
+    }
+
+    @Test
+    @ResourceLock("java.lang.System.out")
+    public void audioTranscriptsLabelSpeakersWithoutPrintingBackendText() {
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            GptLiveSampleUtils.AudioTranscriptPrinter printer = new GptLiveSampleUtils.AudioTranscriptPrinter();
+            printer.print(typedEvent(BinaryData.fromString(STARTED)));
+            printer.print(typedEvent(GptLiveSampleUtils.event("session.input_transcript.delta", "delta", "Hello")));
+            printer.print(typedEvent(GptLiveSampleUtils.event("session.input_transcript.delta", "delta", " there")));
+            printer.print(typedEvent(BinaryData.fromString("{\"type\":\"response.event\","
+                + "\"event\":{\"type\":\"response.output_text.delta\",\"delta\":\"backend-only text\"}}")));
+            printer.print(typedEvent(GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "Hi!")));
+            printer.beginTurn();
+            printer.print(
+                typedEvent(GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "How can I help?")));
+        } finally {
+            System.setOut(original);
+        }
+        String transcript = new String(output.toByteArray(), StandardCharsets.UTF_8);
+        assertEquals("Live session started; conversation_id not provided (persistence may be disabled)."
+            + System.lineSeparator() + "You: Hello there" + System.lineSeparator() + "Assistant: Hi!"
+            + System.lineSeparator() + "Assistant: How can I help?", transcript);
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    @ResourceLock("java.lang.System.out")
+    public void startupPrintsFoundryConversationIdInScriptedAndInteractiveModes(boolean interactive) {
+        ServerEvent event = typedEvent(BinaryData.fromString(
+            "{\"type\":\"session.started\",\"conversation_id\":\"conversation-1\",\"session\":{\"id\":\"native-1\"}}"));
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            if (interactive) {
+                new GptLiveSampleUtils.AudioTranscriptPrinter(false, true).print(event);
+            } else {
+                GptLiveSampleUtils.printEvent(event);
+            }
+        } finally {
+            System.setOut(original);
+        }
+        assertEquals("Live session started; conversation_id=conversation-1" + System.lineSeparator(),
+            new String(output.toByteArray(), StandardCharsets.UTF_8));
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    @ResourceLock("java.lang.System.out")
+    public void startupWithoutPersistenceDoesNotSubstituteNativeSessionId(boolean interactive) {
+        ServerEvent event = typedEvent(BinaryData.fromString(STARTED));
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            if (interactive) {
+                new GptLiveSampleUtils.AudioTranscriptPrinter(false, true).print(event);
+            } else {
+                GptLiveSampleUtils.printEvent(event);
+            }
+        } finally {
+            System.setOut(original);
+        }
+        assertEquals("Live session started; conversation_id not provided (persistence may be disabled)."
+            + System.lineSeparator(), new String(output.toByteArray(), StandardCharsets.UTF_8));
+    }
+
+    @Test
+    @ResourceLock("java.lang.System.out")
+    public void transcriptBufferIsBoundedWhileReadingInput() {
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        GptLiveSampleUtils.AudioTranscriptPrinter printer = new GptLiveSampleUtils.AudioTranscriptPrinter();
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            printer.print(
+                typedEvent(GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "Previous response.")));
+            printer.beginInput();
+            assertTrue(new String(output.toByteArray(), StandardCharsets.UTF_8)
+                .endsWith("Previous response." + System.lineSeparator() + "You: "));
+            int promptLength = output.size();
+            char[] characters = new char[GptLiveSampleUtils.AudioTranscriptPrinter.MAX_BUFFERED_TRANSCRIPT_CHARACTERS
+                - "Assistant: ".length()];
+            Arrays.fill(characters, 'a');
+            printer.print(typedEvent(
+                GptLiveSampleUtils.event("session.output_transcript.delta", "delta", new String(characters))));
+            assertEquals(promptLength, output.size(), "Transcript output must not overwrite the input line");
+            IllegalStateException error = assertThrows(IllegalStateException.class, () -> printer
+                .print(typedEvent(GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "x"))));
+            assertTrue(error.getMessage().contains("65536"));
+            printer.endInput();
+            assertTrue(output.size() > promptLength, "Buffered text must be flushed after input ends");
+        } finally {
+            System.setOut(original);
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { true, false })
+    @ResourceLock("java.lang.System.out")
+    public void consoleTranscriptUsesSingleLineBreaks(boolean inputEchoed) {
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            GptLiveSampleUtils.AudioTranscriptPrinter printer
+                = new GptLiveSampleUtils.AudioTranscriptPrinter(inputEchoed);
+            printer.print(typedEvent(GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "Welcome.")));
+            printer.beginInput();
+            if (inputEchoed) {
+                System.out.println("testing");
+            }
+            printer.print(typedEvent(GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "Reply.")));
+            printer.endInput();
+            printer.beginInput();
+            if (inputEchoed) {
+                System.out.println("exit");
+            }
+            printer.endInput();
+            printer.print(typedEvent(BinaryData.fromString(CLOSED)));
+            System.out.println("Live session closed.");
+        } finally {
+            System.setOut(original);
+        }
+        String newline = System.lineSeparator();
+        assertEquals(
+            "Assistant: Welcome." + newline + "You: " + (inputEchoed ? "testing" : "") + newline + "Assistant: Reply."
+                + newline + "You: " + (inputEchoed ? "exit" : "") + newline + "Live session closed." + newline,
+            new String(output.toByteArray(), StandardCharsets.UTF_8));
+    }
+
+    @Test
+    @ResourceLock("java.lang.System.out")
+    public void partialUtteranceSurvivesInputSubmissionWithoutBeingPrinted() {
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            GptLiveSampleUtils.AudioTranscriptPrinter printer
+                = new GptLiveSampleUtils.AudioTranscriptPrinter(false, true);
+            printer.beginInput();
+            printer.print(
+                typedEvent(GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "This sentence ")));
+            printer.endInput();
+            assertFalse(new String(output.toByteArray(), StandardCharsets.UTF_8).contains("This sentence"));
+            printer.beginTurn();
+            printer.beginInput();
+            printer.print(typedEvent(
+                GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "continues after Enter.")));
+            printer.endUtterance();
+            assertTrue(new String(output.toByteArray(), StandardCharsets.UTF_8).endsWith("You: "));
+            printer.endInput();
+        } finally {
+            System.setOut(original);
+        }
+        String newline = System.lineSeparator();
+        assertEquals(
+            "You: " + newline + "You: " + newline + "Assistant: This sentence continues after Enter." + newline,
+            new String(output.toByteArray(), StandardCharsets.UTF_8));
+    }
+
+    @Test
+    @ResourceLock("java.lang.System.out")
+    public void completedAndPartialUtterancesShareTheTranscriptBufferLimit() {
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            GptLiveSampleUtils.AudioTranscriptPrinter printer
+                = new GptLiveSampleUtils.AudioTranscriptPrinter(false, true);
+            printer.beginInput();
+            printer
+                .print(typedEvent(GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "Completed.")));
+            printer.endUtterance();
+            int queuedLength = ("Assistant: Completed." + System.lineSeparator()).length();
+            char[] characters
+                = new char[GptLiveSampleUtils.AudioTranscriptPrinter.MAX_BUFFERED_TRANSCRIPT_CHARACTERS - queuedLength];
+            Arrays.fill(characters, 'a');
+            printer.print(typedEvent(
+                GptLiveSampleUtils.event("session.output_transcript.delta", "delta", new String(characters))));
+            assertThrows(IllegalStateException.class, () -> printer
+                .print(typedEvent(GptLiveSampleUtils.event("session.output_transcript.delta", "delta", "x"))));
+            printer.endInput();
+            assertTrue(new String(output.toByteArray(), StandardCharsets.UTF_8).contains("Assistant: Completed."));
+            assertFalse(new String(output.toByteArray(), StandardCharsets.UTF_8).contains("aaaa"));
+        } finally {
+            System.setOut(original);
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    @ResourceLock("java.lang.System.out")
+    public void spokenSentenceIsNotSplitByBackendCompletionOrAnotherTypedTurn(boolean async) {
+        AtomicInteger responses = new AtomicInteger();
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request, response) -> response.sendWebsocket((inbound, outbound) -> outbound
+                .sendString(Flux.concat(Mono.just(STARTED), inbound.receive().asString().concatMap(json -> {
+                    Map<?, ?> command = GptLiveFunctionToolSample.object(BinaryData.fromString(json));
+                    commands.add(command);
+                    if ("session.commentary.append".equals(command.get("type"))) {
+                        return Flux.just("{\"type\":\"session.output_transcript.delta\",\"delta\":\"Welcome.\"}",
+                            "{\"type\":\"session.output_audio.delta\",\"delta\":\"AQI=\"}");
+                    }
+                    if ("response.create".equals(command.get("type"))) {
+                        String fragment
+                            = responses.incrementAndGet() == 1 ? "This sentence " : "continues across typed turns.";
+                        return Flux.just(
+                            GptLiveSampleUtils.event("session.output_transcript.delta", "delta", fragment).toString(),
+                            "{\"type\":\"session.output_audio.delta\",\"delta\":\"AQI=\"}", COMPLETED);
+                    }
+                    return "session.close".equals(command.get("type")) ? Flux.just(CLOSED) : Flux.empty();
+                })))
+                .then()))
+            .bindNow();
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            runInteractiveConversation(async, new StringReader("one\ntwo\nexit\n"));
+        } finally {
+            System.setOut(original);
+        }
+        assertEquals(2, responses.get());
+        String transcript = new String(output.toByteArray(), StandardCharsets.UTF_8);
+        assertTrue(transcript.contains("Assistant: This sentence continues across typed turns."));
+        assertFalse(transcript.contains("Assistant: continues"));
+        assertEquals(2, transcript.split("Assistant: ", -1).length - 1);
+        assertEquals(3, transcript.split("You: ", -1).length - 1, "Input must remain available between backend turns");
+    }
+
+    @Test
+    @ResourceLock("java.lang.System.out")
+    public void unknownLiveEventsDoNotInterruptTranscriptHandlers() {
+        ServerEvent event = typedEvent(GptLiveSampleUtils.event("session.future_event", "value", "future"));
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            GptLiveSampleUtils.printEvent(event);
+            new GptLiveSampleUtils.AudioTranscriptPrinter().print(event);
+        } finally {
+            System.setOut(original);
+        }
+        assertEquals(0, output.size());
+    }
+
+    @ParameterizedTest
+    @ValueSource(strings = { "response.failed", "response.incomplete" })
+    public void responseFailuresAreReportedForUnknownAndDelegatedEvents(String type) {
+        BinaryData failure = GptLiveSampleUtils.event(type, "event_id", "failure-1");
+        for (boolean delegated : new boolean[] { false, true }) {
+            Map<String, Object> wrapper = new LinkedHashMap<>();
+            wrapper.put("type", "response.event");
+            wrapper.put("event", GptLiveFunctionToolSample.object(failure));
+            ServerEvent event = typedEvent(delegated ? BinaryData.fromObject(wrapper) : failure);
+            IllegalStateException error
+                = assertThrows(IllegalStateException.class, () -> GptLiveSampleUtils.printEvent(event));
+            assertTrue(error.getMessage().contains(type));
+            assertTrue(error.getMessage().contains("failure-1"));
+            assertThrows(IllegalStateException.class,
+                () -> new GptLiveSampleUtils.AudioTranscriptPrinter().print(event));
+        }
+    }
+
+    @Test
+    public void moderationIsReportedExplicitlyAndPreservesServiceDiagnostics() {
+        Map<?, ?> event = GptLiveFunctionToolSample.object(BinaryData.fromString(MODERATED));
+        IllegalStateException error = assertThrows(IllegalStateException.class,
+            () -> new GptLiveSampleUtils.AudioTranscriptPrinter().print(typedEvent(BinaryData.fromString(MODERATED))));
+        assertTrue(error.getMessage().contains("generation stopped by service moderation"));
+        assertTrue(error.getMessage().contains("content_filter"));
+        assertTrue(error.getMessage().contains("moderated-1"));
+        Map<String, Object> wrapper = new java.util.LinkedHashMap<>();
+        wrapper.put("type", "response.event");
+        wrapper.put("event", event);
+        assertThrows(IllegalStateException.class,
+            () -> new GptLiveSampleUtils.AudioTranscriptPrinter().print(typedEvent(BinaryData.fromObject(wrapper))));
+    }
+
+    @ParameterizedTest
+    @MethodSource("invalidSampleSettingCases")
+    @ResourceLock("com.azure.core.util.Configuration")
+    public void examplesValidateSettingsBeforeCreatingClients(String sampleName, Consumer<String[]> main,
+        String setting, String value) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        Map<String, String> original = new LinkedHashMap<>();
+        for (String name : Arrays.asList("FOUNDRY_PROJECT_ENDPOINT", "FOUNDRY_GPT_LIVE_MODEL",
+            "FOUNDRY_GPT_LIVE_BACKEND_MODEL")) {
+            original.put(name, configuration.get(name));
+        }
+        try {
+            configuration.put("FOUNDRY_PROJECT_ENDPOINT", "not-an-endpoint");
+            configuration.put("FOUNDRY_GPT_LIVE_MODEL", "gpt-live-1");
+            configuration.put("FOUNDRY_GPT_LIVE_BACKEND_MODEL", "gpt-5.6-terra");
+            configuration.put(setting, value);
+            IllegalArgumentException error
+                = assertThrows(IllegalArgumentException.class, () -> main.accept(new String[0]), sampleName);
+            assertTrue(error.getMessage().contains(setting));
+        } finally {
+            original.forEach((name, previous) -> {
+                if (previous == null) {
+                    configuration.remove(name);
+                } else {
+                    configuration.put(name, previous);
+                }
+            });
+        }
+    }
+
+    private static Stream<Arguments> invalidSampleSettingCases() {
+        Map<String, Consumer<String[]>> samples = new LinkedHashMap<>();
+        samples.put("audio-async", GptLiveAudioConversationAsyncSample::main);
+        samples.put("text", GptLiveTextConversationSample::main);
+        samples.put("text-async", GptLiveTextConversationAsyncSample::main);
+        samples.put("tools", GptLiveFunctionToolSample::main);
+        return samples.entrySet()
+            .stream()
+            .flatMap(sample -> Stream
+                .of("FOUNDRY_PROJECT_ENDPOINT", "FOUNDRY_GPT_LIVE_MODEL", "FOUNDRY_GPT_LIVE_BACKEND_MODEL")
+                .flatMap(setting -> Stream.of("", "   ")
+                    .map(value -> Arguments.of(sample.getKey(), sample.getValue(), setting, value))));
+    }
+
+    @BeforeAll
+    static void installTlsCertificate() {
+        VoiceAgentWebSocketSessionTests.installTlsCertificate();
+    }
+
+    @AfterAll
+    static void restoreTlsConfiguration() {
+        VoiceAgentWebSocketSessionTests.restoreTlsConfiguration();
+    }
+
+    @AfterEach
+    void closeServer() {
+        if (server != null) {
+            server.disposeNow();
+        }
+    }
+
+    @Test
+    public void blockingConversationConsumesEventsWithoutSession() {
+        java.util.concurrent.BlockingQueue<ServerEvent> incoming = new java.util.concurrent.LinkedBlockingQueue<>();
+        incoming.add(typedEvent(BinaryData.fromString(STARTED)));
+        Iterable<ServerEvent> events = () -> Stream.generate(() -> {
+            try {
+                return incoming.take();
+            } catch (InterruptedException error) {
+                Thread.currentThread().interrupt();
+                throw new IllegalStateException("Event producer interrupted.", error);
+            }
+        }).iterator();
+        GptLiveTextConversationSample.runConversation(events, command -> {
+            commands.add(GptLiveFunctionToolSample.object(OpenAIJsonHelper.toBinaryData(command)));
+            if (command.isResponseCreate()) {
+                incoming.add(typedEvent(BinaryData.fromString(COMPLETED)));
+            } else if (command.isSessionClose()) {
+                incoming.add(typedEvent(BinaryData.fromString(CLOSED)));
+            }
+        }, () -> "test close details", Arrays.asList("one", "two"));
+        assertEquals(Arrays.asList("response.item.create", "response.create", "response.item.create", "response.create",
+            "session.close"), commandTypes());
+    }
+
+    @Test
+    public void blockingConversationReportsCloseDetailsWithoutSession() {
+        IllegalStateException error = assertThrows(IllegalStateException.class, () -> GptLiveTextConversationSample
+            .runConversation(Collections.singletonList(typedEvent(BinaryData.fromString(CLOSED))), command -> {
+            }, () -> "transport close code=1006, reason=test disconnect", Collections.emptyList()));
+        assertTrue(error.getMessage().contains("transport close code=1006, reason=test disconnect"));
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void conversationCoresUseTheSameLifecycleHooks(boolean async) {
+        List<String> callbacks = new CopyOnWriteArrayList<>();
+        runCoreWithCallbacks(async, () -> callbacks.add("started"), event -> {
+            assertTrue(event.isCompleted());
+            callbacks.add("response");
+            return false;
+        }, reason -> {
+            callbacks.add("close:" + reason);
+            return "expired".equals(reason);
+        });
+        assertEquals(Arrays.asList("started", "response", "close:expired"), callbacks);
+        assertEquals(Arrays.asList("response.item.create", "response.create", "session.close"), commandTypes());
+    }
+
+    @ParameterizedTest
+    @MethodSource("coreCallbackFailureCases")
+    public void conversationCoresPropagateHookFailures(boolean async, String callback) {
+        IllegalStateException failure = new IllegalStateException("Failed " + callback);
+        IllegalStateException actual
+            = assertThrows(IllegalStateException.class, () -> runCoreWithCallbacks(async, () -> {
+                if ("started".equals(callback)) {
+                    throw failure;
+                }
+            }, event -> {
+                if ("response".equals(callback)) {
+                    throw failure;
+                }
+                return false;
+            }, reason -> {
+                throw failure;
+            }));
+        assertEquals(failure, actual);
+        assertEquals("started".equals(callback)
+            ? Collections.emptyList()
+            : "response".equals(callback)
+                ? Arrays.asList("response.item.create", "response.create")
+                : Arrays.asList("response.item.create", "response.create", "session.close"),
+            commandTypes());
+    }
+
+    private static Stream<Arguments> coreCallbackFailureCases() {
+        return Stream.of(false, true)
+            .flatMap(
+                async -> Stream.of("started", "response", "closed").map(callback -> Arguments.of(async, callback)));
+    }
+
+    private void runCoreWithCallbacks(boolean async, Runnable onStarted, Predicate<ResponseStreamEvent> handleResponse,
+        Predicate<String> acceptClose) {
+        java.util.concurrent.BlockingQueue<ServerEvent> blocking = new java.util.concurrent.LinkedBlockingQueue<>();
+        Sinks.Many<ServerEvent> reactive = Sinks.many().unicast().onBackpressureBuffer();
+        Consumer<ServerEvent> enqueue
+            = async ? event -> reactive.emitNext(event, Sinks.EmitFailureHandler.FAIL_FAST) : blocking::add;
+        enqueue.accept(typedEvent(BinaryData.fromString(STARTED)));
+        Consumer<ClientEvent> sendEvent = command -> {
+            commands.add(GptLiveFunctionToolSample.object(OpenAIJsonHelper.toBinaryData(command)));
+            if (command.isResponseCreate()) {
+                enqueue.accept(typedEvent(BinaryData.fromString(COMPLETED)));
+            } else if (command.isSessionClose()) {
+                enqueue
+                    .accept(typedEvent(BinaryData.fromString("{\"type\":\"session.closed\",\"reason\":\"expired\"}")));
+            }
+        };
+        AtomicInteger prompts = new AtomicInteger();
+        if (async) {
+            GptLiveTextConversationAsyncSample.runConversationCoreAsync(reactive.asFlux(),
+                command -> Mono.fromRunnable(() -> sendEvent.accept(command)), () -> "test close details",
+                transcripts -> Mono.justOrEmpty(prompts.getAndIncrement() == 0 ? "one" : null), pcm -> {
+                }, () -> {
+                }, false, false, false, () -> Mono.fromRunnable(onStarted), Mono.empty(),
+                event -> Mono.fromSupplier(() -> handleResponse.test(event)), acceptClose).block(TIMEOUT);
+        } else {
+            Iterable<ServerEvent> events = () -> Stream.generate(() -> {
+                try {
+                    return blocking.take();
+                } catch (InterruptedException error) {
+                    Thread.currentThread().interrupt();
+                    throw new IllegalStateException("Event producer interrupted.", error);
+                }
+            }).iterator();
+            GptLiveTextConversationSample.runConversationCore(events, sendEvent, () -> "test close details",
+                transcripts -> prompts.getAndIncrement() == 0 ? "one" : null, pcm -> {
+                }, () -> {
+                }, false, onStarted, handleResponse, acceptClose);
+        }
+    }
+
+    @Test
+    public void asyncResponseContinuationWaitsForHandlerBeforeProcessingNextEvent() {
+        Sinks.Many<ServerEvent> incoming = Sinks.many().unicast().onBackpressureBuffer();
+        Sinks.Empty<Void> continuation = Sinks.empty();
+        CountDownLatch handling = new CountDownLatch(1);
+        AtomicInteger responses = new AtomicInteger();
+        AtomicInteger prompts = new AtomicInteger();
+        incoming.emitNext(typedEvent(BinaryData.fromString(STARTED)), Sinks.EmitFailureHandler.FAIL_FAST);
+        Mono<Void> conversation
+            = GptLiveTextConversationAsyncSample.runConversationCoreAsync(incoming.asFlux(), command -> {
+                commands.add(GptLiveFunctionToolSample.object(OpenAIJsonHelper.toBinaryData(command)));
+                if (command.isResponseCreate()) {
+                    incoming.emitNext(typedEvent(BinaryData.fromString(COMPLETED)), Sinks.EmitFailureHandler.FAIL_FAST);
+                } else if (command.isSessionClose()) {
+                    incoming.emitNext(typedEvent(BinaryData.fromString(CLOSED)), Sinks.EmitFailureHandler.FAIL_FAST);
+                }
+                return Mono.empty();
+            }, () -> "test close details",
+                transcripts -> Mono.justOrEmpty(prompts.getAndIncrement() == 0 ? "one" : null), pcm -> {
+                }, () -> {
+                }, false, false, false, Mono::empty, Mono.empty(), event -> {
+                    if (responses.incrementAndGet() == 1) {
+                        incoming.emitNext(typedEvent(BinaryData.fromString(COMPLETED)),
+                            Sinks.EmitFailureHandler.FAIL_FAST);
+                        handling.countDown();
+                        return continuation.asMono().thenReturn(true);
+                    }
+                    assertEquals(1, prompts.get(), "The next prompt must wait until the continuation completes");
+                    return Mono.just(false);
+                }, reason -> false);
+        StepVerifier.create(conversation).then(() -> {
+            try {
+                assertTrue(handling.await(TIMEOUT.toMillis(), TimeUnit.MILLISECONDS));
+            } catch (InterruptedException error) {
+                Thread.currentThread().interrupt();
+                throw new AssertionError(error);
+            }
+            assertEquals(1, responses.get(), "Later events must wait for the asynchronous handler");
+            assertEquals(1, prompts.get());
+            continuation.emitEmpty(Sinks.EmitFailureHandler.FAIL_FAST);
+        }).verifyComplete();
+        assertEquals(2, responses.get());
+        assertEquals(2, prompts.get());
+        assertEquals(Arrays.asList("response.item.create", "response.create", "session.close"), commandTypes());
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void textSamplesWaitForStartupAndCompleteMultipleTurns(boolean async) {
+        startTextServer(false, false);
+        if (async) {
+            Mono.usingWhen(
+                builder().beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient().openWebSocketSession("agent"),
+                session -> GptLiveTextConversationAsyncSample.runConversation(session, Arrays.asList("one", "two")),
+                BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync).block(TIMEOUT);
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+                GptLiveTextConversationSample.runConversation(session, Arrays.asList("one", "two"));
+            }
+        }
+        List<String> expected = Arrays.asList("response.item.create", "response.create", "response.item.create",
+            "response.create", "session.close");
+        assertEquals(expected, commandTypes());
+        Map<?, ?> item = GptLiveFunctionToolSample.object(commands.get(0).get("item"));
+        assertEquals("user", item.get("role"));
+        assertEquals("message", item.get("type"));
+        assertEquals("one", GptLiveFunctionToolSample.object(((List<?>) item.get("content")).get(0)).get("text"));
+    }
+
+    @ParameterizedTest
+    @MethodSource("interactiveExitCases")
+    public void interactiveTextSamplesReadMultipleTurnsAndCloseOnExit(boolean async, String exit) {
+        startTextServer(false, false);
+        AtomicBoolean inputClosed = new AtomicBoolean();
+        Reader input = new StringReader("one\r\ntwo\n" + exit) {
+            @Override
+            public void close() {
+                inputClosed.set(true);
+                super.close();
+            }
+        };
+        runInteractiveConversation(async, input);
+        assertEquals(Arrays.asList("session.commentary.append", "response.item.create", "response.create",
+            "response.item.create", "response.create", "session.close"), commandsWithoutInputAudio());
+        List<String> sentPrompts = commands.stream()
+            .filter(command -> "response.item.create".equals(command.get("type")))
+            .map(command -> GptLiveFunctionToolSample.object(command.get("item")))
+            .map(item -> GptLiveFunctionToolSample.object(((List<?>) item.get("content")).get(0)))
+            .map(part -> GptLiveFunctionToolSample.string(part, "text"))
+            .collect(java.util.stream.Collectors.toList());
+        assertEquals(Arrays.asList("one", "two"), sentPrompts);
+        assertFalse(inputClosed.get(), "Conversation cleanup must not close standard input");
+    }
+
+    @ParameterizedTest
+    @MethodSource("interactiveExitCases")
+    public void interactiveTextSamplesCanExitWithoutSendingAPrompt(boolean async, String text) {
+        startTextServer(false, false);
+        runInteractiveConversation(async, new StringReader(text));
+        assertEquals(Arrays.asList("session.commentary.append", "session.close"), commandsWithoutInputAudio());
+    }
+
+    private static Stream<Arguments> interactiveExitCases() {
+        return Stream.of(false, true)
+            .flatMap(async -> Stream.of("", "\n", "exit\n", " QuIt \r\n").map(exit -> Arguments.of(async, exit)));
+    }
+
+    private List<String> commandsWithoutInputAudio() {
+        return commandTypes().stream()
+            .filter(type -> !"session.input_audio.append".equals(type))
+            .collect(java.util.stream.Collectors.toList());
+    }
+
+    private void runInteractiveConversation(boolean async, Reader input) {
+        runInteractiveConversation(async, input, pcm -> {
+        }, () -> {
+        });
+    }
+
+    private void runInteractiveConversation(boolean async, Reader input, Consumer<byte[]> playAudio,
+        Runnable drainAudio) {
+        if (async) {
+            Mono.usingWhen(
+                builder().beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient().openWebSocketSession("agent"),
+                session -> GptLiveTextConversationAsyncSample.runInteractiveConversationAsync(session, input, playAudio,
+                    drainAudio),
+                BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync).block(TIMEOUT);
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+                GptLiveTextConversationSample.runInteractiveConversation(session, input, playAudio, drainAudio);
+            }
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void interactiveTextSampleReceivesServiceErrorsWhileWaitingForInput(boolean async) {
+        Sinks.Empty<Void> inputStarted = Sinks.empty();
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request, response) -> response.sendWebsocket((inbound, outbound) -> outbound
+                .sendString(Flux.concat(Mono.just(STARTED), inbound.receive().asString().concatMap(json -> {
+                    Map<?, ?> command = GptLiveFunctionToolSample.object(BinaryData.fromString(json));
+                    return "session.commentary.append".equals(command.get("type"))
+                        ? Flux.just("{\"type\":\"session.output_transcript.delta\",\"delta\":\"Welcome.\"}",
+                            "{\"type\":\"session.output_audio.delta\",\"delta\":\"AQI=\"}")
+                        : Flux.<String>empty();
+                })).mergeWith(inputStarted.asMono().thenReturn(MODERATED)))
+                .then()))
+            .bindNow();
+        CountDownLatch releaseRead = new CountDownLatch(1);
+        Reader idleInput = new Reader() {
+            @Override
+            public boolean ready() {
+                throw new AssertionError("Console input must use a blocking line read, not readiness polling");
+            }
+
+            @Override
+            public int read(char[] buffer, int offset, int length) throws IOException {
+                inputStarted.tryEmitEmpty();
+                try {
+                    releaseRead.await();
+                    return -1;
+                } catch (InterruptedException error) {
+                    Thread.currentThread().interrupt();
+                    throw new IOException("Console read interrupted", error);
+                }
+            }
+
+            @Override
+            public void close() {
+                throw new AssertionError("Standard input must not be closed");
+            }
+        };
+        try {
+            StepVerifier
+                .create(Mono.<Void>fromRunnable(() -> runInteractiveConversation(async, idleInput))
+                    .subscribeOn(Schedulers.boundedElastic()))
+                .expectErrorMatches(
+                    error -> error instanceof IllegalStateException && error.getMessage().contains("content_filter"))
+                .verify(TIMEOUT);
+        } finally {
+            releaseRead.countDown();
+        }
+    }
+
+    @Test
+    public void consoleReadFailuresPropagate() {
+        Reader input = new StringReader("") {
+            @Override
+            public int read(char[] buffer, int offset, int length) throws IOException {
+                throw new IOException("Console unavailable");
+            }
+        };
+        StepVerifier.create(GptLiveTextConversationAsyncSample.readPromptAsync(input))
+            .expectErrorMatches(
+                error -> error instanceof IOException && "Console unavailable".equals(error.getMessage()))
+            .verify(TIMEOUT);
+    }
+
+    @Test
+    public void consoleInputIsSubmittedOnlyAfterEnterWithoutLosingCharacters() throws Exception {
+        try (PipedReader input = new PipedReader(); PipedWriter keyboard = new PipedWriter(input)) {
+            CompletableFuture<String> prompt = GptLiveTextConversationAsyncSample.readPromptAsync(input).toFuture();
+            try {
+                keyboard.write("testtesttes testing");
+                keyboard.flush();
+                assertThrows(TimeoutException.class, () -> prompt.get(200, TimeUnit.MILLISECONDS));
+                keyboard.write("\r\n");
+                keyboard.flush();
+                assertEquals("testtesttes testing", prompt.get(5, TimeUnit.SECONDS));
+            } finally {
+                prompt.cancel(true);
+            }
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    @ResourceLock("java.lang.System.out")
+    public void greetingIsPrintedAndPlayedBeforeReadingInput(boolean async) throws Exception {
+        Sinks.Empty<Void> allowGreeting = Sinks.empty();
+        CountDownLatch greetingRequested = new CountDownLatch(1);
+        CountDownLatch inputStarted = new CountDownLatch(1);
+        startTextServer(false, false, Mono.fromRunnable(greetingRequested::countDown).then(allowGreeting.asMono()));
+        CountDownLatch greetingPlayed = new CountDownLatch(1);
+        CountDownLatch replyPlayed = new CountDownLatch(1);
+        CountDownLatch drainStarted = new CountDownLatch(1);
+        CountDownLatch allowDrain = new CountDownLatch(1);
+        AtomicBoolean drained = new AtomicBoolean();
+        AtomicInteger played = new AtomicInteger();
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PipedReader pipe = new PipedReader();
+            PipedWriter keyboard = new PipedWriter(pipe);
+            PrintStream capture = new PrintStream(output)) {
+            Reader input = new FilterReader(pipe) {
+                @Override
+                public int read(char[] buffer, int offset, int length) throws IOException {
+                    assertTrue(drained.get(), "Queued greeting audio must finish before input begins");
+                    inputStarted.countDown();
+                    return super.read(buffer, offset, length);
+                }
+            };
+            System.setOut(capture);
+            CompletableFuture<Void> conversation
+                = Mono.<Void>fromRunnable(() -> runInteractiveConversation(async, input, pcm -> {
+                    if (played.incrementAndGet() == 1) {
+                        greetingPlayed.countDown();
+                    } else {
+                        replyPlayed.countDown();
+                    }
+                }, () -> {
+                    drainStarted.countDown();
+                    try {
+                        assertTrue(allowDrain.await(5, TimeUnit.SECONDS));
+                    } catch (InterruptedException error) {
+                        Thread.currentThread().interrupt();
+                        throw new AssertionError(error);
+                    }
+                    drained.set(true);
+                })).subscribeOn(Schedulers.boundedElastic()).toFuture();
+            try {
+                assertTrue(greetingRequested.await(5, TimeUnit.SECONDS));
+                assertFalse(inputStarted.await(200, TimeUnit.MILLISECONDS));
+                allowGreeting.tryEmitEmpty();
+                assertTrue(greetingPlayed.await(5, TimeUnit.SECONDS));
+                assertFalse(inputStarted.await(200, TimeUnit.MILLISECONDS),
+                    "The quiet period must elapse before prompting");
+                assertTrue(drainStarted.await(5, TimeUnit.SECONDS));
+                assertFalse(inputStarted.await(200, TimeUnit.MILLISECONDS),
+                    "The first prompt must wait for queued speaker playback");
+                allowDrain.countDown();
+                assertTrue(inputStarted.await(5, TimeUnit.SECONDS));
+                String whileTyping = new String(output.toByteArray(), StandardCharsets.UTF_8);
+                assertTrue(whileTyping.endsWith("You: "));
+                assertTrue(whileTyping.contains("Assistant: Welcome." + System.lineSeparator() + "You: "));
+                keyboard.write("testing\n");
+                keyboard.flush();
+                assertTrue(replyPlayed.await(5, TimeUnit.SECONDS));
+                keyboard.write("exit\n");
+                keyboard.flush();
+                conversation.get(5, TimeUnit.SECONDS);
+                String transcript = new String(output.toByteArray(), StandardCharsets.UTF_8);
+                assertTrue(transcript.indexOf("Assistant: Welcome.") < transcript.indexOf("You: "));
+                assertTrue(transcript.contains("Spoken reply."));
+                assertFalse(transcript.contains(System.lineSeparator() + System.lineSeparator()));
+            } finally {
+                allowDrain.countDown();
+                conversation.cancel(true);
+            }
+        } finally {
+            System.setOut(original);
+        }
+    }
+
+    @Test
+    public void greetingWaitsForBothOutputsAndRestartsQuietPeriodForEachChunk() {
+        AtomicReference<GptLiveSampleUtils.Greeting> greeting = new AtomicReference<>();
+        AtomicBoolean drained = new AtomicBoolean();
+        StepVerifier.withVirtualTime(() -> {
+            GptLiveSampleUtils.Greeting pending = new GptLiveSampleUtils.Greeting();
+            greeting.set(pending);
+            return pending.awaitPlaybackAsync(() -> drained.set(true));
+        })
+            .expectSubscription()
+            .then(() -> greeting.get().onTranscript())
+            .expectNoEvent(Duration.ofSeconds(2))
+            .then(() -> greeting.get().onAudio(new byte[] { 1, 2 }))
+            .expectNoEvent(Duration.ofMillis(750))
+            .then(() -> greeting.get().onAudio(new byte[] { 1, 2 }))
+            .expectNoEvent(Duration.ofMillis(750))
+            .then(() -> greeting.get().onTranscript())
+            .expectNoEvent(Duration.ofMillis(999))
+            .then(() -> assertFalse(drained.get()))
+            .thenAwait(Duration.ofMillis(1))
+            .verifyComplete();
+        assertTrue(drained.get());
+    }
+
+    @ParameterizedTest
+    @ValueSource(strings = { "session.output_transcript.delta", "session.output_audio.delta" })
+    public void missingGreetingOutputTimesOutInsteadOfStartingInput(String type) {
+        AtomicBoolean drained = new AtomicBoolean();
+        StepVerifier.withVirtualTime(() -> {
+            GptLiveSampleUtils.Greeting greeting = new GptLiveSampleUtils.Greeting();
+            if ("session.output_audio.delta".equals(type)) {
+                greeting.onAudio(new byte[] { 1, 2 });
+            } else {
+                greeting.onTranscript();
+            }
+            return greeting.awaitPlaybackAsync(() -> drained.set(true));
+        }).expectSubscription().thenAwait(GptLiveSampleUtils.TIMEOUT).expectError(TimeoutException.class).verify();
+        assertFalse(drained.get());
+    }
+
+    @Test
+    public void greetingDrainFailureIsReported() {
+        StepVerifier.withVirtualTime(() -> {
+            GptLiveSampleUtils.Greeting greeting = new GptLiveSampleUtils.Greeting();
+            greeting.onAudio(new byte[] { 1, 2 });
+            greeting.onTranscript();
+            return greeting.awaitPlaybackAsync(() -> {
+                throw new IllegalStateException("Speaker drain failed");
+            });
+        }).expectSubscription().thenAwait(Duration.ofSeconds(1)).expectErrorMessage("Speaker drain failed").verify();
+    }
+
+    @Test
+    public void continuousSilentOutputDoesNotKeepTheGreetingOpen() {
+        AtomicBoolean drained = new AtomicBoolean();
+        StepVerifier.withVirtualTime(() -> {
+            GptLiveSampleUtils.Greeting greeting = new GptLiveSampleUtils.Greeting();
+            greeting.onAudio(new byte[] { 1, 2 });
+            greeting.onTranscript();
+            Mono<Void> silence = Flux.interval(Duration.ofMillis(20))
+                .take(50)
+                .doOnNext(tick -> greeting.onAudio(new byte[960]))
+                .then();
+            return Mono.when(silence, greeting.awaitPlaybackAsync(() -> drained.set(true)));
+        }).expectSubscription().thenAwait(Duration.ofSeconds(1)).verifyComplete();
+        assertTrue(drained.get());
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    @ResourceLock("java.lang.System.out")
+    public void continuousSilentAudioStillAllowsInputAfterTheGreeting(boolean async) {
+        startTextServer(false, false, Mono.empty(), true);
+        AtomicInteger silentFrames = new AtomicInteger();
+        AtomicBoolean readingInput = new AtomicBoolean();
+        CountDownLatch silenceWhileReading = new CountDownLatch(1);
+        Reader input = new StringReader("exit\n") {
+            @Override
+            public int read(char[] buffer, int offset, int length) throws IOException {
+                assertTrue(silentFrames.get() > 0, "Silent output must arrive before input begins");
+                readingInput.set(true);
+                try {
+                    assertTrue(silenceWhileReading.await(5, TimeUnit.SECONDS),
+                        "Silent output must continue while reading input");
+                    return super.read(buffer, offset, length);
+                } catch (InterruptedException error) {
+                    Thread.currentThread().interrupt();
+                    throw new IOException("Console read interrupted", error);
+                } finally {
+                    readingInput.set(false);
+                }
+            }
+        };
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            runInteractiveConversation(async, input, pcm -> {
+                if (pcm.length == 960) {
+                    assertArrayEquals(new byte[960], pcm);
+                    silentFrames.incrementAndGet();
+                    if (readingInput.get()) {
+                        silenceWhileReading.countDown();
+                    }
+                }
+            }, () -> {
+            });
+        } finally {
+            System.setOut(original);
+        }
+        String transcript = new String(output.toByteArray(), StandardCharsets.UTF_8);
+        assertTrue(transcript.contains("Assistant: Welcome." + System.lineSeparator() + "You: "),
+            () -> "Expected greeting followed by input prompt (async=" + async + "). Actual transcript: "
+                + transcript.replace("\r", "\\r").replace("\n", "\\n"));
+        assertEquals(Arrays.asList("session.commentary.append", "session.close"), commandsWithoutInputAudio());
+    }
+
+    @ParameterizedTest
+    @ValueSource(ints = { 0, 256, -256, 257, -257, 32767, -32768 })
+    public void greetingSpeechDetectionHonorsSignedPcm16PeakThreshold(int peak) {
+        boolean audible = Math.abs(peak) > GptLiveSampleUtils.Greeting.SILENCE_PEAK_THRESHOLD;
+        AtomicBoolean drained = new AtomicBoolean();
+        StepVerifier.Step<Void> verification = StepVerifier.withVirtualTime(() -> {
+            GptLiveSampleUtils.Greeting greeting = new GptLiveSampleUtils.Greeting();
+            greeting.onTranscript();
+            greeting.onAudio(new byte[] { (byte) peak, (byte) (peak >> 8) });
+            return greeting.awaitPlaybackAsync(() -> drained.set(true));
+        }).expectSubscription().thenAwait(audible ? Duration.ofSeconds(1) : GptLiveSampleUtils.TIMEOUT);
+        if (audible) {
+            verification.verifyComplete();
+        } else {
+            verification.expectError(TimeoutException.class).verify();
+        }
+        assertEquals(audible, drained.get());
+    }
+
+    @ParameterizedTest
+    @ValueSource(strings = { "", "\r\n", "exit\n", "quit\n" })
+    public void consoleEofBlankAndExitProduceNoPrompt(String input) {
+        StepVerifier.create(GptLiveTextConversationAsyncSample.readPromptAsync(new StringReader(input)))
+            .verifyComplete();
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void interactiveTextPlaybackFailureTerminatesTheConversation(boolean async) {
+        startTextServer(false, false);
+        StepVerifier.create(
+            Mono.<Void>fromRunnable(() -> runInteractiveConversation(async, new StringReader("testing\n"), pcm -> {
+                throw new IllegalStateException("Speaker failed");
+            }, () -> {
+            })).subscribeOn(Schedulers.boundedElastic()))
+            .expectErrorMatches(
+                error -> error instanceof IllegalStateException && "Speaker failed".equals(error.getMessage()))
+            .verify(TIMEOUT);
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    @ResourceLock("java.lang.System.out")
+    public void interactiveTextPlaysGreetingAndRepliesWithoutPrintingBackendNotes(boolean async) {
+        startTextServer(false, false);
+        List<byte[]> played = new CopyOnWriteArrayList<>();
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            runInteractiveConversation(async, new StringReader("testing\nexit\n"), played::add, () -> {
+            });
+        } finally {
+            System.setOut(original);
+        }
+        assertEquals(2, played.size());
+        assertArrayEquals(new byte[] { 1, 2 }, played.get(0));
+        assertArrayEquals(new byte[] { 1, 2 }, played.get(1));
+        String transcript = new String(output.toByteArray(), StandardCharsets.UTF_8);
+        assertTrue(transcript.contains("Assistant: Welcome."));
+        assertTrue(transcript.contains("Spoken reply."));
+        assertFalse(transcript.contains("Hello"), "Backend text must not be printed as the spoken answer");
+        assertFalse(transcript.contains("[GPT Live diagnostics]"));
+        assertFalse(transcript.contains("\"type\":\"session.closed\""));
+        Map<?, ?> greeting = commands.stream()
+            .filter(command -> "session.commentary.append".equals(command.get("type")))
+            .findFirst()
+            .get();
+        assertEquals("session.commentary.append", greeting.get("type"));
+        assertEquals("Hi, how can I help you today?", greeting.get("content"));
+        assertTrue(greeting.containsKey("delegation_id"));
+        assertEquals(null, greeting.get("delegation_id"));
+        assertEquals("session.input_audio.append", commands.get(0).get("type"));
+        assertEquals("session.close", commands.get(commands.size() - 1).get("type"));
+    }
+
+    @Test
+    public void silentAudioFramesArePacedAtRealTimePcmRate() {
+        StepVerifier.withVirtualTime(() -> GptLiveSampleUtils.silenceFramesAsync().take(3))
+            .expectSubscription()
+            .thenAwait(Duration.ZERO)
+            .assertNext(this::assertSilentAudioFrame)
+            .expectNoEvent(Duration.ofMillis(19))
+            .thenAwait(Duration.ofMillis(1))
+            .assertNext(this::assertSilentAudioFrame)
+            .expectNoEvent(Duration.ofMillis(19))
+            .thenAwait(Duration.ofMillis(1))
+            .assertNext(this::assertSilentAudioFrame)
+            .verifyComplete();
+    }
+
+    @Test
+    public void silentAudioFramesWaitForDemandWithoutTimerOverflow() {
+        StepVerifier.withVirtualTime(() -> GptLiveSampleUtils.silenceFramesAsync().take(3), 0)
+            .expectSubscription()
+            .expectNoEvent(Duration.ofSeconds(40))
+            .thenRequest(1)
+            .assertNext(this::assertSilentAudioFrame)
+            .expectNoEvent(Duration.ofSeconds(40))
+            .thenRequest(1)
+            .thenAwait(Duration.ofMillis(20))
+            .assertNext(this::assertSilentAudioFrame)
+            .expectNoEvent(Duration.ofSeconds(40))
+            .thenRequest(1)
+            .thenAwait(Duration.ofMillis(20))
+            .assertNext(this::assertSilentAudioFrame)
+            .verifyComplete();
+    }
+
+    @Test
+    public void silentAudioToleratesSendsSlowerThanItsFrameRate() {
+        StepVerifier
+            .withVirtualTime(() -> GptLiveSampleUtils.silenceFramesAsync()
+                .concatMap(frame -> Mono.delay(Duration.ofMillis(75)).thenReturn(frame), 1)
+                .take(500))
+            .expectSubscription()
+            .thenAwait(Duration.ofSeconds(40))
+            .expectNextCount(500)
+            .verifyComplete();
+    }
+
+    private void assertSilentAudioFrame(ClientEvent frame) {
+        assertTrue(frame.isSessionInputAudioAppend());
+        assertArrayEquals(new byte[960], Base64.getDecoder().decode(frame.asSessionInputAudioAppend().audio()));
+    }
+
+    @ParameterizedTest
+    @MethodSource("interactiveClosureCases")
+    public void interactiveTextPreservesServerClosureReason(boolean async, String reason) {
+        String closed = "{\"type\":\"session.closed\",\"reason\":\"" + reason + "\",\"event_id\":\"closed-1\"}";
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request, response) -> response.sendWebsocket((inbound, outbound) -> outbound
+                .sendString(Flux.concat(Mono.just(STARTED), inbound.receive().asString().concatMap(json -> {
+                    Map<?, ?> command = GptLiveFunctionToolSample.object(BinaryData.fromString(json));
+                    commands.add(command);
+                    if ("session.commentary.append".equals(command.get("type"))) {
+                        return Flux.just("{\"type\":\"session.output_transcript.delta\",\"delta\":\"Welcome.\"}",
+                            "{\"type\":\"session.output_audio.delta\",\"delta\":\"AQI=\"}");
+                    }
+                    return "response.create".equals(command.get("type")) ? Mono.just(closed) : Mono.empty();
+                })))
+                .then()))
+            .bindNow();
+        if ("remote_hangup".equals(reason)) {
+            runInteractiveConversation(async, new StringReader("testing\n"));
+        } else {
+            IllegalStateException error = assertThrows(IllegalStateException.class,
+                () -> runInteractiveConversation(async, new StringReader("testing\n")));
+            assertTrue(error.getMessage().contains(reason));
+            assertTrue(error.getMessage().contains("closed-1"));
+        }
+        assertFalse(commandTypes().contains("session.close"));
+    }
+
+    private static Stream<Arguments> interactiveClosureCases() {
+        return Stream.of(false, true)
+            .flatMap(async -> Stream.of("remote_hangup", "expired", "content", "connection_lost")
+                .map(reason -> Arguments.of(async, reason)));
+    }
+
+    @Test
+    public void synchronousConsoleReadFailuresPropagateAndReleaseTheSession() {
+        startTextServer(false, false);
+        IOException failure = new IOException("Console unavailable");
+        Reader input = new Reader() {
+            @Override
+            public int read(char[] buffer, int offset, int length) throws IOException {
+                throw failure;
+            }
+
+            @Override
+            public void close() {
+                throw new AssertionError("Standard input must not be closed");
+            }
+        };
+        try (BetaVoiceAgentsLiveWebSocketSessionClient session
+            = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+            IllegalStateException error = assertThrows(IllegalStateException.class,
+                () -> GptLiveTextConversationSample.runInteractiveConversation(session, input, pcm -> {
+                }, () -> {
+                }));
+            assertEquals("Unable to read console input.", error.getMessage());
+            assertEquals(failure, error.getCause());
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void serviceErrorsFailBothTextSamples(boolean async) {
+        startTextServer(false, true);
+        if (async) {
+            StepVerifier
+                .create(Mono.usingWhen(
+                    builder().beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient().openWebSocketSession("agent"),
+                    session -> GptLiveTextConversationAsyncSample.runConversation(session,
+                        Collections.singletonList("one")),
+                    BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync))
+                .expectErrorMatches(error -> error instanceof IllegalStateException
+                    && error.getMessage().contains("GPT Live service error"))
+                .verify(TIMEOUT);
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+                assertThrows(IllegalStateException.class,
+                    () -> GptLiveTextConversationSample.runConversation(session, Collections.singletonList("one")));
+            }
+        }
+        assertFalse(commandTypes().contains("session.close"));
+    }
+
+    @Test
+    public void toolsUseGranularEventsAndReturnResultsBeforeContinuation() {
+        startTextServer(true, false);
+        try (BetaVoiceAgentsLiveWebSocketSessionClient session
+            = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+            GptLiveFunctionToolSample.runConversation(session, Collections.singletonList("Weather in Seattle?"),
+                GptLiveFunctionToolSample::toolResult);
+        }
+        assertEquals(Arrays.asList("response.item.create", "response.create", "response.item.create", "response.create",
+            "session.close"), commandTypes());
+        Map<?, ?> item = GptLiveFunctionToolSample.object(commands.get(2).get("item"));
+        assertEquals("function_call_output", item.get("type"));
+        assertEquals("call-1", item.get("call_id"));
+        Map<?, ?> result = GptLiveFunctionToolSample.object(BinaryData.fromString((String) item.get("output")));
+        assertEquals("Seattle", result.get("city"));
+        assertEquals(true, result.get("simulated"));
+        assertFalse(item.containsKey("delegation_id"));
+    }
+
+    @Test
+    public void toolHandlerFailureStopsConversationBeforeContinuation() {
+        startTextServer(true, false);
+        IllegalStateException failure = new IllegalStateException("Tool execution failed");
+        try (BetaVoiceAgentsLiveWebSocketSessionClient session
+            = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+            IllegalStateException error = assertThrows(IllegalStateException.class, () -> GptLiveFunctionToolSample
+                .runConversation(session, Collections.singletonList("Weather in Seattle?"), call -> {
+                    throw failure;
+                }));
+            assertEquals(failure, error);
+        }
+        assertEquals(Arrays.asList("response.item.create", "response.create"), commandTypes());
+    }
+
+    @Test
+    public void toolSampleHandlesMultipleTurns() {
+        startTextServer(true, false);
+        try (BetaVoiceAgentsLiveWebSocketSessionClient session
+            = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+            GptLiveFunctionToolSample.runConversation(session, Arrays.asList("Weather in Seattle?", "Thanks!"),
+                GptLiveFunctionToolSample::toolResult);
+        }
+        assertEquals(Arrays.asList("response.item.create", "response.create", "response.item.create", "response.create",
+            "response.item.create", "response.create", "session.close"), commandTypes());
+        Map<?, ?> followUp = GptLiveFunctionToolSample.object(commands.get(4).get("item"));
+        assertEquals("user", followUp.get("role"));
+        assertEquals("Thanks!",
+            GptLiveFunctionToolSample.object(((List<?>) followUp.get("content")).get(0)).get("text"));
+    }
+
+    @Test
+    public void toolSchemaAndArgumentsAreValidated() {
+        Map<?, ?> tool
+            = GptLiveFunctionToolSample.object(OpenAIJsonHelper.toBinaryData(GptLiveFunctionToolSample.weatherTool()));
+        assertEquals("function", tool.get("type"));
+        assertEquals("get_weather", tool.get("name"));
+        assertEquals(true, tool.get("strict"));
+        assertEquals(false, GptLiveFunctionToolSample.object(tool.get("parameters")).get("additionalProperties"));
+        ResponseFunctionToolCall unknown
+            = ResponseFunctionToolCall.builder().name("unknown").callId("c").arguments("{}").build();
+        assertThrows(IllegalArgumentException.class, () -> GptLiveFunctionToolSample.toolResult(unknown));
+        ResponseFunctionToolCall invalid
+            = ResponseFunctionToolCall.builder().name("get_weather").callId("c").arguments("{}").build();
+        assertThrows(IllegalArgumentException.class, () -> GptLiveFunctionToolSample.toolResult(invalid));
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void prematureClosureDoesNotReportSuccessfulConversation(boolean async) {
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request, response) -> response.sendWebsocket(
+                (inbound, outbound) -> outbound.sendString(Flux.just(STARTED, CLOSED)).then(inbound.receive().then())))
+            .bindNow();
+        if (async) {
+            StepVerifier
+                .create(Mono.usingWhen(
+                    builder().beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient().openWebSocketSession("agent"),
+                    session -> GptLiveTextConversationAsyncSample.runConversation(session,
+                        Collections.singletonList("one")),
+                    BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync))
+                .expectError(IllegalStateException.class)
+                .verify(TIMEOUT);
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+                assertThrows(IllegalStateException.class,
+                    () -> GptLiveTextConversationSample.runConversation(session, Collections.singletonList("one")));
+            }
+        }
+    }
+
+    @Test
+    public void typedCommentaryPreservesExplicitNullDelegationId() throws IOException {
+        ClientEvent event = GptLiveSampleUtils.commentary("Hello");
+        assertTrue(event.isSessionCommentaryAppend());
+        BinaryData data = OpenAIJsonHelper.toBinaryData(event);
+        Map<?, ?> command = GptLiveFunctionToolSample.object(data);
+        assertEquals("session.commentary.append", command.get("type"));
+        assertEquals("Hello", command.get("content"));
+        assertTrue(command.containsKey("delegation_id"));
+        assertEquals(null, command.get("delegation_id"));
+        assertEquals(command, data.toObject(Map.class));
+        assertEquals(command, GptLiveFunctionToolSample.object(BinaryData.fromBytes(data.toBytes())));
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        try (com.azure.json.JsonWriter writer = com.azure.json.JsonProviders.createWriter(output)) {
+            data.writeTo(writer);
+        }
+        assertEquals(command, GptLiveFunctionToolSample.object(BinaryData.fromBytes(output.toByteArray())));
+    }
+
+    @Test
+    public void nativeAudioEncodingAndDecodingPreservePcmBytes() {
+        byte[] pcm = new byte[] { 0, 1, -1, 127 };
+        ClientEvent command = GptLiveSampleUtils.audio(pcm);
+        assertTrue(command.isSessionInputAudioAppend());
+        assertArrayEquals(pcm, Base64.getDecoder().decode(command.asSessionInputAudioAppend().audio()));
+        ServerEvent event = typedEvent(
+            GptLiveSampleUtils.event("session.output_audio.delta", "delta", Base64.getEncoder().encodeToString(pcm)));
+        assertArrayEquals(pcm, GptLiveSampleUtils.decodeAudio(event));
+        assertThrows(IllegalArgumentException.class, () -> GptLiveSampleUtils
+            .decodeAudio(typedEvent(GptLiveSampleUtils.event("session.output_audio.delta", "delta", "%%%"))));
+        assertThrows(IllegalArgumentException.class, () -> GptLiveSampleUtils
+            .decodeAudio(typedEvent(GptLiveSampleUtils.event("session.output_audio.delta", "delta", "AA=="))));
+    }
+
+    private static ServerEvent typedEvent(BinaryData data) {
+        return OpenAIJsonHelper.fromBinaryData(data, ServerEvent.class);
+    }
+
+    private static Stream<Arguments> audioSessionCases() {
+        return Stream.of(false, true)
+            .flatMap(moderated -> Stream.of(false, true).map(store -> Arguments.of(moderated, store)));
+    }
+
+    @ParameterizedTest
+    @MethodSource("audioSessionCases")
+    public void audioSampleGreetsCapturesPlaysAndReleasesDevices(boolean moderated, boolean store) {
+        AtomicBoolean captured = new AtomicBoolean();
+        AtomicInteger closed = new AtomicInteger();
+        CountDownLatch unblockRead = new CountDownLatch(1);
+        AtomicReference<byte[]> played = new AtomicReference<>();
+        AtomicBoolean firstRead = new AtomicBoolean(true);
+        TargetDataLine microphone = (TargetDataLine) Proxy.newProxyInstance(getClass().getClassLoader(),
+            new Class<?>[] { TargetDataLine.class }, (proxy, method, args) -> {
+                if ("read".equals(method.getName())) {
+                    if (firstRead.compareAndSet(true, false)) {
+                        byte[] bytes = (byte[]) args[0];
+                        bytes[0] = 1;
+                        bytes[1] = 2;
+                        return 2;
+                    }
+                    unblockRead.await(5, TimeUnit.SECONDS);
+                    return 0;
+                } else if ("close".equals(method.getName())) {
+                    closed.incrementAndGet();
+                    unblockRead.countDown();
+                }
+                return null;
+            });
+        SourceDataLine speaker = (SourceDataLine) Proxy.newProxyInstance(getClass().getClassLoader(),
+            new Class<?>[] { SourceDataLine.class }, (proxy, method, args) -> {
+                if ("write".equals(method.getName())) {
+                    played.set(((byte[]) args[0]).clone());
+                    return args[2];
+                } else if ("close".equals(method.getName())) {
+                    closed.incrementAndGet();
+                }
+                return null;
+            });
+        AtomicReference<String> requestUri = new AtomicReference<>();
+        String started = store
+            ? "{\"type\":\"session.started\",\"conversation_id\":\"conversation-1\",\"session\":{\"id\":\"live-1\"}}"
+            : STARTED;
+        server = VoiceAgentWebSocketSessionTests.tlsServer().host("localhost").port(0).handle((request, response) -> {
+            requestUri.set(request.uri());
+            return response
+                .sendWebsocket(
+                    (inbound,
+                        outbound) -> outbound.sendString(Flux.concat(
+                            Flux.just(started, "{\"type\":\"session.output_audio.delta\",\"delta\":\"AQI=\"}"),
+                            inbound.receive().asString().concatMap(json -> {
+                                Map<?, ?> command = GptLiveFunctionToolSample.object(BinaryData.fromString(json));
+                                commands.add(command);
+                                if ("session.input_audio.append".equals(command.get("type"))) {
+                                    captured.set(true);
+                                }
+                                if (moderated && "response.create".equals(command.get("type"))) {
+                                    return Mono.just(MODERATED);
+                                }
+                                return "session.close".equals(command.get("type")) ? Mono.just(CLOSED) : Mono.empty();
+                            }))).then());
+        }).bindNow();
+        BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = builder().beta()
+            .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+            .openWebSocketSession("agent", new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store))
+            .block(TIMEOUT);
+        assertNotNull(session);
+        assertTrue(requestUri.get().contains("store=" + store), requestUri.get());
+        InputStream enterAfterAudio = new InputStream() {
+            @Override
+            public int available() {
+                return captured.get() && played.get() != null && commandTypes().contains("response.create") ? 1 : 0;
+            }
+
+            @Override
+            public int read() {
+                return '\n';
+            }
+        };
+        try {
+            GptLiveSampleUtils.AudioProcessor processor = new GptLiveSampleUtils.AudioProcessor(microphone, speaker,
+                pcm -> session.sendEvent(GptLiveSampleUtils.audio(pcm.toBytes())));
+            Mono<Void> conversation
+                = GptLiveAudioConversationAsyncSample.runAudioConversationAsync(session, processor, enterAfterAudio);
+            if (moderated) {
+                IllegalStateException error
+                    = assertThrows(IllegalStateException.class, () -> conversation.block(TIMEOUT));
+                assertTrue(error.getMessage().contains("content_filter"));
+                assertTrue(error.getMessage().contains("moderated-1"));
+            } else {
+                conversation.block(TIMEOUT);
+                assertTrue(captured.get());
+                assertArrayEquals(new byte[] { 1, 2 }, played.get());
+                assertTrue(commandTypes().contains("session.close"));
+            }
+            assertEquals(2, closed.get());
+            List<String> greetingCommands = commandTypes().stream()
+                .filter(type -> "response.item.create".equals(type) || "response.create".equals(type))
+                .collect(java.util.stream.Collectors.toList());
+            assertEquals(Arrays.asList("response.item.create", "response.create"), greetingCommands);
+            Map<?, ?> greeting = commands.stream()
+                .filter(command -> "response.item.create".equals(command.get("type")))
+                .findFirst()
+                .get();
+            Map<?, ?> item = GptLiveFunctionToolSample.object(greeting.get("item"));
+            assertEquals("Greet me briefly with: Hi, how can I help you today?",
+                GptLiveFunctionToolSample.object(((List<?>) item.get("content")).get(0)).get("text"));
+        } finally {
+            session.closeAsync().block(TIMEOUT);
+        }
+    }
+
+    private List<String> commandTypes() {
+        return commands.stream()
+            .map(command -> GptLiveFunctionToolSample.string(command, "type"))
+            .collect(java.util.stream.Collectors.toList());
+    }
+
+    private AgentsClientBuilder builder() {
+        return new AgentsClientBuilder().endpoint("https://localhost:" + server.port())
+            .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))))
+            .configuration(Configuration.NONE);
+    }
+
+    private void startTextServer(boolean tools, boolean fail) {
+        startTextServer(tools, fail, Mono.empty());
+    }
+
+    private void startTextServer(boolean tools, boolean fail, Mono<Void> beforeGreeting) {
+        startTextServer(tools, fail, beforeGreeting, false);
+    }
+
+    private void startTextServer(boolean tools, boolean fail, Mono<Void> beforeGreeting, boolean continuousSilence) {
+        AtomicInteger responses = new AtomicInteger();
+        AtomicInteger silentInputs = new AtomicInteger();
+        String silentOutput = "{\"type\":\"session.output_audio.delta\",\"delta\":\""
+            + Base64.getEncoder().encodeToString(new byte[960]) + "\"}";
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request,
+                response) -> response.sendWebsocket((inbound, outbound) -> outbound
+                    .sendString(Flux.concat(Mono.just(STARTED).delayElement(Duration.ofMillis(50)),
+                        inbound.receive().asString().concatMap(json -> {
+                            Map<?, ?> command = GptLiveFunctionToolSample.object(BinaryData.fromString(json));
+                            commands.add(command);
+                            if ("session.commentary.append".equals(command.get("type"))) {
+                                return beforeGreeting.thenMany(
+                                    Flux.just("{\"type\":\"session.output_transcript.delta\",\"delta\":\"Welcome.\"}",
+                                        "{\"type\":\"session.output_audio.delta\",\"delta\":\"AQI=\"}"));
+                            }
+                            if ("response.create".equals(command.get("type"))) {
+                                int responseIndex = responses.incrementAndGet();
+                                if (fail) {
+                                    return Flux.just("{\"type\":\"error\",\"error\":{\"message\":\"failed\"}}");
+                                }
+                                if (tools && responseIndex == 1) {
+                                    return Flux.just("{\"type\":\"response.event\",\"delegation_id\":\"del-1\","
+                                        + "\"event\":{\"type\":\"response.output_item.done\",\"item\":"
+                                        + "{\"type\":\"function_call\",\"call_id\":\"call-1\",\"name\":\"get_weather\","
+                                        + "\"arguments\":\"{\\\"city\\\":\\\"Seattle\\\"}\"}}}", COMPLETED);
+                                }
+                                return Flux.just(
+                                    "{\"type\":\"response.event\",\"event\":"
+                                        + "{\"type\":\"response.output_text.delta\",\"delta\":\"Hello\"}}",
+                                    "{\"type\":\"session.output_transcript.delta\",\"delta\":\"Spoken reply.\"}",
+                                    "{\"type\":\"session.output_audio.delta\",\"delta\":\"AQI=\"}", COMPLETED);
+                            }
+                            if (continuousSilence && "session.input_audio.append".equals(command.get("type"))) {
+                                return silentInputs.getAndIncrement() % 5 == 0 ? Flux.just(silentOutput) : Flux.empty();
+                            }
+                            return "session.close".equals(command.get("type")) ? Flux.just(CLOSED) : Flux.empty();
+                        })))
+                    .then()))
+            .bindNow();
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentConversationsAsyncTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentConversationsAsyncTests.java
index 6d684658132ab..c16daa0a8a0f1 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentConversationsAsyncTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentConversationsAsyncTests.java
@@ -7,7 +7,7 @@
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.BetaVoiceAgentsConversationsAsyncClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionAsyncClient;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
 import com.azure.ai.agents.models.RealtimeResponseDoneEvent;
 import com.azure.ai.agents.models.RealtimeSessionCreatedEvent;
@@ -105,7 +105,7 @@ public void readLivePersistedConversation() {
         try {
             agents.createAgentVersion(agentName, new CreateAgentVersionInput(definition)).block(TIMEOUT);
             created = true;
-            Mono.usingWhen(builder.beta().buildBetaVoiceAgentWebSocketAsyncClient().openWebSocketSession(agentName),
+            Mono.usingWhen(builder.beta().buildBetaVoiceAgentsWebSocketAsyncClient().openWebSocketSession(agentName),
                 session -> session.receiveEvents().index().concatMap(indexed -> {
                     if (indexed.getT1() == 0) {
                         assertTrue(indexed.getT2() instanceof RealtimeSessionCreatedEvent,
@@ -123,8 +123,8 @@ public void readLivePersistedConversation() {
                     .switchIfEmpty(Mono.error(new AssertionError("Session ended without response.done.")))
                     .timeout(Duration.ofSeconds(45))
                     .then(),
-                BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync, (session, error) -> session.closeAsync(),
-                BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync).block(Duration.ofSeconds(90));
+                BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync, (session, error) -> session.closeAsync(),
+                BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync).block(Duration.ofSeconds(90));
             Mono.delay(Duration.ofSeconds(30)).block(Duration.ofSeconds(35));
             reading = true;
             assertPersistedConversation(conversations, agentName, conversationId.get());
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentConversationsTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentConversationsTests.java
index 590ed1b4cceaf..d80518c0c5a52 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentConversationsTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentConversationsTests.java
@@ -6,7 +6,7 @@
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
 import com.azure.ai.agents.BetaVoiceAgentsConversationsClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionClient;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
 import com.azure.ai.agents.models.RealtimeServerEvent;
 import com.azure.ai.agents.models.RealtimeResponseDoneEvent;
@@ -107,8 +107,8 @@ public void readLivePersistedConversation() throws InterruptedException {
         try {
             agents.createAgentVersion(agentName, new CreateAgentVersionInput(definition));
             created = true;
-            try (BetaVoiceAgentWebSocketSessionClient session
-                = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession(agentName)) {
+            try (BetaVoiceAgentsWebSocketSessionClient session
+                = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession(agentName)) {
                 Iterator<RealtimeServerEvent> events = session.receiveEvents(TIMEOUT).iterator();
                 assertTrue(events.hasNext(), "Expected session.created.");
                 RealtimeServerEvent first = events.next();
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationSampleTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationSampleTests.java
new file mode 100644
index 0000000000000..65068289eb980
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentLiveTextConversationSampleTests.java
@@ -0,0 +1,185 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.core.exception.HttpResponseException;
+import com.azure.core.http.HttpClient;
+import com.azure.core.http.HttpHeaderName;
+import com.azure.core.http.HttpHeaders;
+import com.azure.core.http.HttpMethod;
+import com.azure.core.http.HttpRequest;
+import com.azure.core.http.HttpResponse;
+import com.azure.core.http.policy.ExponentialBackoffOptions;
+import com.azure.core.http.policy.RetryOptions;
+import com.azure.core.test.http.MockHttpResponse;
+import com.azure.core.test.utils.MockTokenCredential;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.Configuration;
+import com.azure.core.util.Context;
+import java.util.ArrayDeque;
+import java.util.Deque;
+import java.util.function.Function;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.ValueSource;
+import reactor.core.publisher.Mono;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertSame;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+public class VoiceAgentLiveTextConversationSampleTests {
+    private static final String NAME = "sample-live-text-conversation-agent-java";
+    private static final String GENERATE = "/agents:generate";
+    private static final String AGENT = "/agents/" + NAME;
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void createdAgentIsDeletedOnNormalExitAndFailure(boolean failConversation) {
+        ScriptedTransport transport = new ScriptedTransport();
+        transport.expect(HttpMethod.POST, GENERATE, 200);
+        transport.expect(HttpMethod.DELETE, AGENT, 200);
+        AgentsClientBuilder builder = builder(transport);
+        IllegalStateException failure = new IllegalStateException("Conversation failed");
+        Runnable conversation = () -> {
+            try (VoiceAgentLiveTextConversationSample.SampleAgent agent = VoiceAgentLiveTextConversationSample
+                .createAgent(builder.buildAgentsClient(), builder.beta().buildBetaAgentsClient(), NAME)) {
+                assertNotNull(agent.details);
+                if (failConversation) {
+                    throw failure;
+                }
+            }
+        };
+        if (failConversation) {
+            assertSame(failure, assertThrows(IllegalStateException.class, conversation::run));
+        } else {
+            conversation.run();
+        }
+        transport.assertConsumed();
+    }
+
+    @Test
+    public void conflictDeletesExistingAgentRetriesOnceAndDeletesReplacement() {
+        ScriptedTransport transport = new ScriptedTransport();
+        transport.expect(HttpMethod.POST, GENERATE, 409);
+        transport.expect(HttpMethod.DELETE, AGENT, 200);
+        transport.expect(HttpMethod.POST, GENERATE, 200);
+        transport.expect(HttpMethod.DELETE, AGENT, 200);
+        AgentsClientBuilder builder = builder(transport);
+        try (VoiceAgentLiveTextConversationSample.SampleAgent agent = VoiceAgentLiveTextConversationSample
+            .createAgent(builder.buildAgentsClient(), builder.beta().buildBetaAgentsClient(), NAME)) {
+            assertNotNull(agent.details);
+        }
+        transport.assertConsumed();
+    }
+
+    @ParameterizedTest
+    @ValueSource(ints = { 400, 403, 412 })
+    public void nonConflictCreationFailureDoesNotDeleteAnAgent(int status) {
+        ScriptedTransport transport = new ScriptedTransport();
+        transport.expect(HttpMethod.POST, GENERATE, status);
+        AgentsClientBuilder builder = builder(transport);
+        HttpResponseException error
+            = assertThrows(HttpResponseException.class, () -> VoiceAgentLiveTextConversationSample
+                .createAgent(builder.buildAgentsClient(), builder.beta().buildBetaAgentsClient(), NAME));
+        assertEquals(status, error.getResponse().getStatusCode());
+        transport.assertConsumed();
+    }
+
+    @Test
+    public void replacementDeletionFailureStopsWithoutRetryingCreation() {
+        ScriptedTransport transport = new ScriptedTransport();
+        transport.expect(HttpMethod.POST, GENERATE, 409);
+        transport.expect(HttpMethod.DELETE, AGENT, 403);
+        AgentsClientBuilder builder = builder(transport);
+        HttpResponseException error
+            = assertThrows(HttpResponseException.class, () -> VoiceAgentLiveTextConversationSample
+                .createAgent(builder.buildAgentsClient(), builder.beta().buildBetaAgentsClient(), NAME));
+        assertEquals(403, error.getResponse().getStatusCode());
+        transport.assertConsumed();
+    }
+
+    @Test
+    public void repeatedConflictIsNotRetriedOrDeletedAgain() {
+        ScriptedTransport transport = new ScriptedTransport();
+        transport.expect(HttpMethod.POST, GENERATE, 409);
+        transport.expect(HttpMethod.DELETE, AGENT, 200);
+        transport.expect(HttpMethod.POST, GENERATE, 409);
+        AgentsClientBuilder builder = builder(transport);
+        HttpResponseException error
+            = assertThrows(HttpResponseException.class, () -> VoiceAgentLiveTextConversationSample
+                .createAgent(builder.buildAgentsClient(), builder.beta().buildBetaAgentsClient(), NAME));
+        assertEquals(409, error.getResponse().getStatusCode());
+        transport.assertConsumed();
+    }
+
+    @Test
+    public void cleanupFailureIsPreservedAlongsideConversationFailure() {
+        ScriptedTransport transport = new ScriptedTransport();
+        transport.expect(HttpMethod.POST, GENERATE, 200);
+        transport.expect(HttpMethod.DELETE, AGENT, 403);
+        AgentsClientBuilder builder = builder(transport);
+        IllegalStateException failure = new IllegalStateException("Conversation failed");
+        IllegalStateException error = assertThrows(IllegalStateException.class, () -> {
+            try (VoiceAgentLiveTextConversationSample.SampleAgent agent = VoiceAgentLiveTextConversationSample
+                .createAgent(builder.buildAgentsClient(), builder.beta().buildBetaAgentsClient(), NAME)) {
+                assertNotNull(agent.details);
+                throw failure;
+            }
+        });
+        assertSame(failure, error);
+        assertEquals(1, error.getSuppressed().length);
+        assertTrue(error.getSuppressed()[0] instanceof HttpResponseException);
+        transport.assertConsumed();
+    }
+
+    private static AgentsClientBuilder builder(HttpClient transport) {
+        return new AgentsClientBuilder().endpoint("https://localhost")
+            .credential(new MockTokenCredential())
+            .configuration(Configuration.NONE)
+            .httpClient(transport)
+            .retryOptions(new RetryOptions(new ExponentialBackoffOptions().setMaxRetries(0)))
+            .allowPreview(true);
+    }
+
+    private static final class ScriptedTransport implements HttpClient {
+        private final Deque<Function<HttpRequest, HttpResponse>> requests = new ArrayDeque<>();
+
+        void expect(HttpMethod method, String path, int status) {
+            requests.add(request -> {
+                assertEquals(method, request.getHttpMethod());
+                assertEquals(path, request.getUrl().getPath());
+                if (method == HttpMethod.POST) {
+                    assertEquals(NAME, request.getBodyAsBinaryData().toObject(java.util.Map.class).get("name"));
+                }
+                String body = status >= 400
+                    ? "{\"error\":{\"code\":\"" + (status == 409 ? "conflict" : "failed")
+                        + "\",\"message\":\"failed\"}}"
+                    : "{}";
+                return new MockHttpResponse(request, status,
+                    new HttpHeaders().set(HttpHeaderName.CONTENT_TYPE, "application/json"),
+                    BinaryData.fromString(body).toBytes());
+            });
+        }
+
+        @Override
+        public Mono<HttpResponse> send(HttpRequest request) {
+            throw new AssertionError("The sync sample must not use asynchronous HTTP.");
+        }
+
+        @Override
+        public HttpResponse sendSync(HttpRequest request, Context context) {
+            assertFalse(requests.isEmpty(), "Unexpected request: " + request.getUrl());
+            return requests.removeFirst().apply(request);
+        }
+
+        void assertConsumed() {
+            assertTrue(requests.isEmpty(), "Expected HTTP requests were not sent");
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentLiveWebSocketTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentLiveWebSocketTests.java
new file mode 100644
index 0000000000000..88526d703823c
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentLiveWebSocketTests.java
@@ -0,0 +1,644 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionClient;
+import com.azure.ai.agents.implementation.OpenAIJsonHelper;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.ai.agents.models.VoiceAgentWebSocketConnectionOptions;
+import com.azure.core.credential.AccessToken;
+import com.azure.core.exception.ResourceNotFoundException;
+import com.azure.core.util.BinaryData;
+import com.azure.core.util.ClientOptions;
+import com.azure.core.util.Configuration;
+import com.azure.core.util.Header;
+import com.openai.core.JsonValue;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ResponseCreateEvent;
+import com.openai.models.live.ServerEvent;
+import io.netty.handler.codec.http.HttpHeaderNames;
+import java.net.URI;
+import java.net.URLDecoder;
+import java.nio.charset.StandardCharsets;
+import java.time.Duration;
+import java.time.OffsetDateTime;
+import java.util.Arrays;
+import java.util.Iterator;
+import java.util.List;
+import java.util.concurrent.CopyOnWriteArrayList;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.atomic.AtomicReference;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.Timeout;
+import org.junit.jupiter.api.parallel.ResourceLock;
+import org.junit.jupiter.params.ParameterizedTest;
+import org.junit.jupiter.params.provider.ValueSource;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+import reactor.netty.DisposableServer;
+import reactor.netty.http.server.WebsocketServerSpec;
+import reactor.test.StepVerifier;
+
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertThrows;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+@ResourceLock("voice-agent-websocket-tls")
+@Timeout(20)
+public class VoiceAgentLiveWebSocketTests {
+    private static final Duration TIMEOUT = Duration.ofSeconds(5);
+    private static final String STARTED
+        = "{\"type\":\"session.started\",\"conversation_id\":\"conversation-1\",\"session\":{\"id\":\"live-1\"}}";
+    private static final String RESPONSE = "{\"type\":\"response.done\",\"future_field\":{\"native\":true}}";
+    private static final String FUTURE = "{\"type\":\"future.live.event\",\"unknown\":[1,2,3]}";
+    private static final String ERROR
+        = "{\"type\":\"error\",\"error\":{\"type\":\"server_error\",\"message\":\"native Live error\"}}";
+    private static final String COMMAND = "{\"type\":\"session.update\",\"session\":{\"future_setting\":true}}";
+    private DisposableServer server;
+
+    @BeforeAll
+    static void installTlsCertificate() {
+        VoiceAgentWebSocketSessionTests.installTlsCertificate();
+    }
+
+    @AfterAll
+    static void restoreTlsConfiguration() {
+        VoiceAgentWebSocketSessionTests.restoreTlsConfiguration();
+    }
+
+    @AfterEach
+    void stopServer() {
+        if (server != null) {
+            server.disposeNow();
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void handshakeUsesLiveRouteWithoutRealtimeSubprotocol(boolean async) throws Exception {
+        AtomicReference<String> requestUri = new AtomicReference<>();
+        AtomicReference<io.netty.handler.codec.http.HttpHeaders> headers = new AtomicReference<>();
+        server = VoiceAgentWebSocketSessionTests.tlsServer().host("localhost").port(0).handle((request, response) -> {
+            requestUri.set(request.uri());
+            headers.set(request.requestHeaders().copy());
+            return response.sendWebsocket((inbound, outbound) -> inbound.receive().then());
+        }).bindNow();
+        AgentsClientBuilder builder
+            = builder().endpoint("https://localhost:" + server.port() + "/api/projects/project/")
+                .clientOptions(new ClientOptions().setApplicationId("live-app")
+                    .setHeaders(Arrays.asList(new Header("X-Custom", "value"), new Header("Authorization", "override"),
+                        new Header("Foundry-Features", "override"), new Header("Sec-WebSocket-Protocol", "realtime"))));
+        String inputs = "{\"name\":\"a & b/\u4f60\u597d\"}";
+        VoiceAgentLiveWebSocketConnectionOptions options
+            = new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(true)
+                .setAgentVersionOverride("version 1")
+                .setStructuredInputs(inputs);
+        if (async) {
+            Mono<BetaVoiceAgentsLiveWebSocketSessionAsyncClient> connection = builder.beta()
+                .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession("agent /name", options);
+            options.setStoreEnabled(false).setAgentVersionOverride("changed").setStructuredInputs("{}");
+            BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = connection.block(TIMEOUT);
+            assertNotNull(session);
+            assertTrue(session.isOpen());
+            session.closeAsync().block(TIMEOUT);
+            assertFalse(session.isOpen());
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session = builder.beta()
+                .buildBetaVoiceAgentsLiveWebSocketClient()
+                .openWebSocketSession("agent /name", options)) {
+                assertTrue(session.isOpen());
+            }
+        }
+
+        URI uri = URI.create(requestUri.get());
+        assertEquals("/api/projects/project/agents/agent%20%2Fname/endpoint/protocols/voice/live/sessions",
+            uri.getRawPath());
+        String query = URLDecoder.decode(uri.getRawQuery(), StandardCharsets.UTF_8.name());
+        assertTrue(query.contains("api-version=v1"), query);
+        assertTrue(query.contains("store=true"), query);
+        assertTrue(query.contains("x-agent-version-override=version 1"), query);
+        assertTrue(query.contains("structured_inputs=" + inputs), query);
+        assertFalse(query.contains("transport="), query);
+        assertFalse(query.contains("agent_session_id="), query);
+        assertNull(headers.get().get(HttpHeaderNames.SEC_WEBSOCKET_PROTOCOL));
+        assertNull(headers.get().get("x-ms-voice-structured-inputs"));
+        assertEquals("VoiceAgents=V1Preview", headers.get().get("Foundry-Features"));
+        assertEquals("value", headers.get().get("X-Custom"));
+        assertTrue(headers.get().get(HttpHeaderNames.USER_AGENT).startsWith("live-app azsdk-java-"));
+        assertFalse("override".equals(headers.get().get(HttpHeaderNames.AUTHORIZATION)));
+    }
+
+    @Test
+    public void syncNativeEventsAreLosslessAndSessionIsBidirectional() {
+        List<String> sent = new CopyOnWriteArrayList<>();
+        startEchoServer(sent);
+        BetaVoiceAgentsLiveWebSocketSessionClient session
+            = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent");
+        try {
+            Iterator<BinaryData> events = session.receiveRawEvents(TIMEOUT).iterator();
+            assertEquals(STARTED, events.next().toString());
+            assertEquals(RESPONSE, events.next().toString());
+            assertEquals(FUTURE, events.next().toString());
+            assertEquals(ERROR, events.next().toString());
+            assertThrows(IllegalStateException.class, session::receiveRawEvents);
+            assertThrows(IllegalStateException.class, session::receiveEvents);
+            assertThrows(IllegalArgumentException.class, () -> session.sendEvent(BinaryData.fromString("[]")));
+            session.sendEvent(BinaryData.fromString(COMMAND));
+            assertEquals(COMMAND, events.next().toString());
+            assertEquals(Arrays.asList(COMMAND), sent);
+            session.close(1000, "done");
+            assertFalse(session.isOpen());
+            assertThrows(IllegalStateException.class, () -> session.sendEvent(BinaryData.fromString(COMMAND)));
+        } finally {
+            session.close();
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void rawReceptionDoesNotRequireTypedDecoding(boolean async) {
+        String message = "not-json";
+        String unusualPayload = "{\"type\":\"session.started\",\"session\":7}";
+        AtomicInteger malformed = new AtomicInteger();
+        VoiceAgentLiveWebSocketConnectionOptions options = new VoiceAgentLiveWebSocketConnectionOptions()
+            .setMalformedEventHandler(error -> malformed.incrementAndGet());
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request, response) -> response.sendWebsocket((inbound,
+                outbound) -> outbound.sendString(Flux.just(message, unusualPayload)).then(inbound.receive().then())))
+            .bindNow();
+        if (async) {
+            BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = builder().beta()
+                .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession("agent", options)
+                .block(TIMEOUT);
+            assertNotNull(session);
+            try {
+                StepVerifier.create(session.receiveRawEvents().take(2))
+                    .assertNext(event -> assertEquals(message, event.toString()))
+                    .assertNext(event -> assertEquals(unusualPayload, event.toString()))
+                    .verifyComplete();
+            } finally {
+                session.closeAsync().block(TIMEOUT);
+            }
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent", options)) {
+                Iterator<BinaryData> events = session.receiveRawEvents(TIMEOUT).iterator();
+                assertEquals(message, events.next().toString());
+                assertEquals(unusualPayload, events.next().toString());
+            }
+        }
+        assertEquals(0, malformed.get());
+    }
+
+    @Test
+    public void asyncNativeEventsAreLosslessAndSessionIsBidirectional() {
+        List<String> sent = new CopyOnWriteArrayList<>();
+        startEchoServer(sent);
+        BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = builder().beta()
+            .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+            .openWebSocketSession("agent")
+            .block(TIMEOUT);
+        assertNotNull(session);
+        try {
+            StepVerifier.create(session.sendEvent(BinaryData.fromString("[]")))
+                .expectError(IllegalArgumentException.class)
+                .verify(TIMEOUT);
+            StepVerifier
+                .create(session.sendEvent(BinaryData.fromString(COMMAND))
+                    .thenMany(session.receiveRawEvents())
+                    .map(BinaryData::toString))
+                .expectNext(STARTED, RESPONSE, FUTURE, ERROR)
+                .expectNext(COMMAND)
+                .thenCancel()
+                .verify(TIMEOUT);
+            assertEquals(Arrays.asList(COMMAND), sent);
+            StepVerifier.create(session.receiveRawEvents()).expectError(IllegalStateException.class).verify(TIMEOUT);
+            StepVerifier.create(session.receiveEvents()).expectError(IllegalStateException.class).verify(TIMEOUT);
+            session.closeAsync(1000, "done").block(TIMEOUT);
+            assertFalse(session.isOpen());
+            StepVerifier.create(session.sendEvent(BinaryData.fromString(COMMAND)))
+                .expectError(IllegalStateException.class)
+                .verify(TIMEOUT);
+        } finally {
+            session.closeAsync().block(TIMEOUT);
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void sameBuilderKeepsLiveAndRealtimeHandshakesIndependent(boolean async) {
+        List<String> requestUris = new CopyOnWriteArrayList<>();
+        List<io.netty.handler.codec.http.HttpHeaders> headers = new CopyOnWriteArrayList<>();
+        server = VoiceAgentWebSocketSessionTests.tlsServer().host("localhost").port(0).handle((request, response) -> {
+            requestUris.add(request.uri());
+            headers.add(request.requestHeaders().copy());
+            return response.sendWebsocket((inbound, outbound) -> inbound.receive().then(),
+                WebsocketServerSpec.builder().protocols("realtime").build());
+        }).bindNow();
+        AgentsClientBuilder builder = builder();
+        String inputs = "{\"name\":\"value\"}";
+        VoiceAgentLiveWebSocketConnectionOptions liveOptions
+            = new VoiceAgentLiveWebSocketConnectionOptions().setStructuredInputs(inputs);
+        VoiceAgentWebSocketConnectionOptions realtimeOptions
+            = new VoiceAgentWebSocketConnectionOptions().setStructuredInputs(inputs);
+        if (async) {
+            try (BetaVoiceAgentsLiveWebSocketSessionAsyncClient live = builder.beta()
+                .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession("agent", liveOptions)
+                .block(TIMEOUT)) {
+                assertNotNull(live);
+                assertTrue(live.isOpen());
+            }
+            try (BetaVoiceAgentsWebSocketSessionAsyncClient realtime = builder.beta()
+                .buildBetaVoiceAgentsWebSocketAsyncClient()
+                .openWebSocketSession("agent", realtimeOptions)
+                .block(TIMEOUT)) {
+                assertNotNull(realtime);
+                assertTrue(realtime.isOpen());
+            }
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient live
+                = builder.beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent", liveOptions)) {
+                assertTrue(live.isOpen());
+            }
+            try (BetaVoiceAgentsWebSocketSessionClient realtime
+                = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent", realtimeOptions)) {
+                assertTrue(realtime.isOpen());
+            }
+        }
+        assertEquals(2, requestUris.size());
+        assertEquals("/agents/agent/endpoint/protocols/voice/live/sessions", URI.create(requestUris.get(0)).getPath());
+        assertTrue(requestUris.get(0).contains("structured_inputs="));
+        assertFalse(requestUris.get(0).contains("transport="));
+        assertNull(headers.get(0).get(HttpHeaderNames.SEC_WEBSOCKET_PROTOCOL));
+        assertNull(headers.get(0).get("x-ms-voice-structured-inputs"));
+        assertEquals("/agents/agent/endpoint/protocols/voice", URI.create(requestUris.get(1)).getPath());
+        assertTrue(requestUris.get(1).contains("transport=websocket"));
+        assertFalse(requestUris.get(1).contains("structured_inputs="));
+        assertEquals("realtime", headers.get(1).get(HttpHeaderNames.SEC_WEBSOCKET_PROTOCOL));
+        assertEquals(inputs, headers.get(1).get("x-ms-voice-structured-inputs"));
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void typedEventsRoundTripWithoutLosingUnknownFields(boolean async) {
+        List<String> sent = new CopyOnWriteArrayList<>();
+        String audio = "{\"type\":\"session.output_audio.delta\",\"delta\":\"AAA=\",\"future_field\":true}";
+        String backend = "{\"type\":\"response.event\",\"event_id\":\"backend-1\","
+            + "\"event\":{\"type\":\"response.completed\",\"response\":{\"id\":\"response-1\",\"future_field\":true}}}";
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request,
+                response) -> response.sendWebsocket((inbound,
+                    outbound) -> outbound.sendString(Flux.concat(Flux.just(STARTED, audio, backend, FUTURE, ERROR),
+                        inbound.receive().asString().doOnNext(sent::add))).then()))
+            .bindNow();
+        ClientEvent command = ClientEvent.ofResponseCreate(ResponseCreateEvent.builder()
+            .eventId("command-1")
+            .putAdditionalProperty("future_setting", JsonValue.from(true))
+            .build());
+        String commandJson = OpenAIJsonHelper.toBinaryData(command).toString();
+        if (async) {
+            BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = builder().beta()
+                .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession("agent")
+                .block(TIMEOUT);
+            assertNotNull(session);
+            try {
+                assertThrows(NullPointerException.class, () -> session.sendEvent((ClientEvent) null));
+                StepVerifier.create(session.sendEvent(command).thenMany(session.receiveEvents()))
+                    .assertNext(event -> assertStartedEvent(event))
+                    .assertNext(event -> assertAudioEvent(event, audio))
+                    .assertNext(event -> assertBackendEvent(event, backend))
+                    .assertNext(event -> assertEventJson(event, FUTURE))
+                    .assertNext(event -> {
+                        assertTrue(event.isErrorEvent());
+                        assertEventJson(event, ERROR);
+                    })
+                    .assertNext(event -> assertEventJson(event, commandJson))
+                    .thenCancel()
+                    .verify(TIMEOUT);
+                StepVerifier.create(session.receiveRawEvents())
+                    .expectError(IllegalStateException.class)
+                    .verify(TIMEOUT);
+            } finally {
+                session.closeAsync().block(TIMEOUT);
+            }
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+                assertThrows(NullPointerException.class, () -> session.sendEvent((ClientEvent) null));
+                assertThrows(IllegalArgumentException.class, () -> session.receiveEvents(Duration.ZERO));
+                Iterator<ServerEvent> events = session.receiveEvents(TIMEOUT).iterator();
+                assertStartedEvent(events.next());
+                assertAudioEvent(events.next(), audio);
+                assertBackendEvent(events.next(), backend);
+                assertEventJson(events.next(), FUTURE);
+                ServerEvent error = events.next();
+                assertTrue(error.isErrorEvent());
+                assertEventJson(error, ERROR);
+                session.sendEvent(command);
+                assertEventJson(events.next(), commandJson);
+                assertThrows(IllegalStateException.class, session::receiveRawEvents);
+            }
+        }
+        assertEquals(Arrays.asList(commandJson), sent);
+    }
+
+    private static void assertStartedEvent(ServerEvent event) {
+        assertTrue(event.isSessionStarted());
+        assertEquals(JsonValue.from("conversation-1"),
+            event.asSessionStarted()._additionalProperties().get("conversation_id"));
+        assertEventJson(event, STARTED);
+    }
+
+    private static void assertAudioEvent(ServerEvent event, String json) {
+        assertTrue(event.isSessionOutputAudioDelta());
+        assertEquals("AAA=", event.asSessionOutputAudioDelta().delta());
+        assertEventJson(event, json);
+    }
+
+    private static void assertBackendEvent(ServerEvent event, String json) {
+        assertTrue(event.isResponseEvent());
+        assertEquals("backend-1", event.asResponseEvent().eventId());
+        assertEventJson(event, json);
+    }
+
+    private static void assertEventJson(ServerEvent event, String json) {
+        assertEquals(BinaryData.fromString(json).toObject(Object.class),
+            OpenAIJsonHelper.toBinaryData(event).toObject(Object.class));
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void handshakeFailuresSurfaceAsAzureExceptions(boolean async) {
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request, response) -> response.status(404).send())
+            .bindNow();
+        if (async) {
+            StepVerifier
+                .create(builder().beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient().openWebSocketSession("missing"))
+                .expectError(ResourceNotFoundException.class)
+                .verify(TIMEOUT);
+        } else {
+            assertThrows(ResourceNotFoundException.class,
+                () -> builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("missing"));
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void malformedJsonTerminatesReception(boolean async) {
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request, response) -> response.sendWebsocket(
+                (inbound, outbound) -> outbound.sendString(Mono.just("[]")).then(inbound.receive().then())))
+            .bindNow();
+        if (async) {
+            BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = builder().beta()
+                .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession("agent")
+                .block(TIMEOUT);
+            assertNotNull(session);
+            try {
+                StepVerifier.create(session.receiveEvents())
+                    .expectError(IllegalArgumentException.class)
+                    .verify(TIMEOUT);
+            } finally {
+                session.closeAsync().block(TIMEOUT);
+            }
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+                assertThrows(IllegalArgumentException.class, () -> session.receiveEvents(TIMEOUT).iterator().hasNext());
+            }
+        }
+    }
+
+    @Test
+    public void connectionOptionsValidateBoundsAndCopyAllSettings() {
+        VoiceAgentLiveWebSocketConnectionOptions options = new VoiceAgentLiveWebSocketConnectionOptions();
+        assertEquals(256, options.getReceiveBufferCapacity());
+        assertEquals(32 * 1024 * 1024, options.getMaxMessageSize());
+        assertThrows(IllegalArgumentException.class, () -> options.setReceiveBufferCapacity(0));
+        assertThrows(IllegalArgumentException.class, () -> options.setReceiveBufferCapacity(65537));
+        assertThrows(IllegalArgumentException.class, () -> options.setMaxMessageSize(0));
+        assertThrows(IllegalArgumentException.class, () -> options.setHandshakeTimeout(Duration.ZERO));
+        assertThrows(IllegalArgumentException.class, () -> options.setCloseTimeout(Duration.ofSeconds(-1)));
+        options.setReceiveBufferCapacity(1)
+            .setMaxMessageSize(1024)
+            .setStoreEnabled(true)
+            .setHandshakeTimeout(TIMEOUT)
+            .setCloseTimeout(TIMEOUT)
+            .setAgentVersionOverride("1")
+            .setStructuredInputs("{\"name\":\"value\"}");
+        VoiceAgentLiveWebSocketConnectionOptions copy = new VoiceAgentLiveWebSocketConnectionOptions(options);
+        options.setReceiveBufferCapacity(65536).setStoreEnabled(false).setStructuredInputs("{}");
+        assertEquals(1, copy.getReceiveBufferCapacity());
+        assertEquals(1024, copy.getMaxMessageSize());
+        assertEquals(true, copy.isStoreEnabled());
+        assertEquals(TIMEOUT, copy.getHandshakeTimeout());
+        assertEquals(TIMEOUT, copy.getCloseTimeout());
+        assertEquals("1", copy.getAgentVersionOverride());
+        assertEquals("{\"name\":\"value\"}", copy.getStructuredInputs());
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void throwingMalformedEventCallbackTerminatesTypedReception(boolean async) {
+        IllegalStateException failure = new IllegalStateException("Malformed event callback failed.");
+        VoiceAgentLiveWebSocketConnectionOptions options
+            = new VoiceAgentLiveWebSocketConnectionOptions().setMalformedEventHandler(error -> {
+                throw failure;
+            });
+        server
+            = VoiceAgentWebSocketSessionTests.tlsServer()
+                .host("localhost")
+                .port(0)
+                .handle((request, response) -> response.sendWebsocket((inbound,
+                    outbound) -> outbound.sendString(Flux.just("not-json", STARTED)).then(inbound.receive().then())))
+                .bindNow();
+        if (async) {
+            BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = builder().beta()
+                .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession("agent", options)
+                .block(TIMEOUT);
+            assertNotNull(session);
+            try {
+                StepVerifier.create(session.receiveEvents())
+                    .expectErrorMatches(error -> error == failure)
+                    .verify(TIMEOUT);
+                assertFalse(session.isOpen());
+            } finally {
+                session.closeAsync().block(TIMEOUT);
+            }
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent", options)) {
+                Iterator<ServerEvent> events = session.receiveEvents(TIMEOUT).iterator();
+                assertEquals(failure, assertThrows(IllegalStateException.class, events::hasNext));
+                assertFalse(events.hasNext());
+                assertFalse(session.isOpen());
+            }
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void peerClosurePreservesEventsAndCloseMetadata(boolean async) {
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request,
+                response) -> response.sendWebsocket((inbound, outbound) -> outbound.sendString(Mono.just(STARTED))
+                    .then(outbound.sendClose(1000, "finished"))))
+            .bindNow();
+        if (async) {
+            BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = builder().beta()
+                .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession("agent")
+                .block(TIMEOUT);
+            assertNotNull(session);
+            try {
+                StepVerifier.create(session.receiveRawEvents().map(BinaryData::toString))
+                    .expectNext(STARTED)
+                    .expectComplete()
+                    .verify(TIMEOUT);
+                assertEquals(1000, session.getCloseCode());
+                assertEquals("finished", session.getCloseReason());
+                assertFalse(session.isOpen());
+            } finally {
+                session.closeAsync().block(TIMEOUT);
+            }
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+                Iterator<BinaryData> events = session.receiveRawEvents(TIMEOUT).iterator();
+                assertEquals(STARTED, events.next().toString());
+                assertFalse(events.hasNext());
+                assertEquals(1000, session.getCloseCode());
+                assertEquals("finished", session.getCloseReason());
+                assertFalse(session.isOpen());
+            }
+        }
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void malformedEventCallbackCanSkipInvalidJson(boolean async) {
+        AtomicInteger malformed = new AtomicInteger();
+        VoiceAgentLiveWebSocketConnectionOptions options = new VoiceAgentLiveWebSocketConnectionOptions()
+            .setMalformedEventHandler(error -> malformed.incrementAndGet());
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request, response) -> response.sendWebsocket((inbound,
+                outbound) -> outbound.sendString(Flux.just("[]", "not-json", STARTED)).then(inbound.receive().then())))
+            .bindNow();
+        if (async) {
+            BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = builder().beta()
+                .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession("agent", options)
+                .block(TIMEOUT);
+            assertNotNull(session);
+            try {
+                StepVerifier.create(session.receiveEvents())
+                    .assertNext(VoiceAgentLiveWebSocketTests::assertStartedEvent)
+                    .thenCancel()
+                    .verify(TIMEOUT);
+            } finally {
+                session.closeAsync().block(TIMEOUT);
+            }
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent", options)) {
+                assertStartedEvent(session.receiveEvents(TIMEOUT).iterator().next());
+            }
+        }
+        assertEquals(2, malformed.get());
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void oversizedEventsFailEvenWhenMalformedCallbackIsConfigured(boolean async) {
+        AtomicInteger malformed = new AtomicInteger();
+        VoiceAgentLiveWebSocketConnectionOptions options
+            = new VoiceAgentLiveWebSocketConnectionOptions().setMaxMessageSize(32)
+                .setMalformedEventHandler(error -> malformed.incrementAndGet());
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request, response) -> response.sendWebsocket(
+                (inbound, outbound) -> outbound.sendString(Mono.just(STARTED)).then(inbound.receive().then())))
+            .bindNow();
+        if (async) {
+            BetaVoiceAgentsLiveWebSocketSessionAsyncClient session = builder().beta()
+                .buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession("agent", options)
+                .block(TIMEOUT);
+            assertNotNull(session);
+            try {
+                StepVerifier.create(session.receiveRawEvents()).expectError().verify(TIMEOUT);
+            } finally {
+                session.closeAsync().block(TIMEOUT);
+            }
+        } else {
+            try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent", options)) {
+                assertThrows(IllegalArgumentException.class,
+                    () -> session.receiveRawEvents(TIMEOUT).iterator().hasNext());
+            }
+        }
+        assertEquals(0, malformed.get());
+    }
+
+    @ParameterizedTest
+    @ValueSource(booleans = { false, true })
+    public void unsupportedHttpSettingsAreRejected(boolean async) {
+        AgentsClientBuilder builder = new AgentsClientBuilder().endpoint("https://example.com")
+            .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))))
+            .httpClient(com.azure.core.http.HttpClient.createDefault());
+        if (async) {
+            assertThrows(IllegalStateException.class,
+                () -> builder.beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient());
+        } else {
+            assertThrows(IllegalStateException.class, () -> builder.beta().buildBetaVoiceAgentsLiveWebSocketClient());
+        }
+    }
+
+    private AgentsClientBuilder builder() {
+        return new AgentsClientBuilder().endpoint("https://localhost:" + server.port())
+            .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))))
+            .configuration(Configuration.NONE);
+    }
+
+    private void startEchoServer(List<String> sent) {
+        server = VoiceAgentWebSocketSessionTests.tlsServer()
+            .host("localhost")
+            .port(0)
+            .handle((request,
+                response) -> response.sendWebsocket((inbound,
+                    outbound) -> outbound.sendString(Flux.concat(Flux.just(STARTED, RESPONSE, FUTURE, ERROR),
+                        inbound.receive().asString().doOnNext(sent::add))).then()))
+            .bindNow();
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentRealtimeLiveTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentRealtimeLiveTests.java
index 9b05562145d25..613b92cc46172 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentRealtimeLiveTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentRealtimeLiveTests.java
@@ -6,8 +6,8 @@
 import com.azure.ai.agents.AgentsAsyncClient;
 import com.azure.ai.agents.AgentsClient;
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionAsyncClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionClient;
 import com.azure.ai.agents.models.CreateAgentVersionInput;
 import com.azure.ai.agents.models.RealtimeClientEvent;
 import com.azure.ai.agents.models.RealtimeConversationItemCreateEvent;
@@ -87,8 +87,8 @@ public void realtimeLive(Scenario scenario) {
         try {
             agents.createAgentVersion(agentName, new CreateAgentVersionInput(definition(scenario)));
             created = true;
-            try (BetaVoiceAgentWebSocketSessionClient session
-                = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession(agentName)) {
+            try (BetaVoiceAgentsWebSocketSessionClient session
+                = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession(agentName)) {
                 Turn turn = new Turn(scenario);
                 Iterator<RealtimeServerEvent> events = session.receiveEvents(EVENT_TIMEOUT).iterator();
                 turn.accept(events.next()).forEach(session::sendEvent);
@@ -118,7 +118,7 @@ public void realtimeLiveAsync(Scenario scenario) {
                 .block(EVENT_TIMEOUT);
             created = true;
             Turn turn = new Turn(scenario);
-            Mono.usingWhen(builder.beta().buildBetaVoiceAgentWebSocketAsyncClient().openWebSocketSession(agentName),
+            Mono.usingWhen(builder.beta().buildBetaVoiceAgentsWebSocketAsyncClient().openWebSocketSession(agentName),
                 session -> session.receiveEvents()
                     .timeout(EVENT_TIMEOUT)
                     .concatMap(event -> Flux.fromIterable(turn.accept(event))
@@ -130,8 +130,8 @@ public void realtimeLiveAsync(Scenario scenario) {
                     .timeout(RESPONSE_TIMEOUT)
                     .doOnNext(ignored -> turn.assertComplete())
                     .then(),
-                BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync, (session, error) -> session.closeAsync(),
-                BetaVoiceAgentWebSocketSessionAsyncClient::closeAsync).block(Duration.ofSeconds(90));
+                BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync, (session, error) -> session.closeAsync(),
+                BetaVoiceAgentsWebSocketSessionAsyncClient::closeAsync).block(Duration.ofSeconds(90));
         } finally {
             if (created) {
                 agents.deleteAgent(agentName).block(EVENT_TIMEOUT);
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentWebSocketSessionAsyncTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentWebSocketSessionAsyncTests.java
index 225f80c03e38b..0e7fa4bfa9d31 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentWebSocketSessionAsyncTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentWebSocketSessionAsyncTests.java
@@ -4,8 +4,8 @@
 package com.azure.ai.agents.voice;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketAsyncClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketAsyncClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionAsyncClient;
 import com.azure.ai.agents.implementation.realtime.VoiceAgentWebSocketHttpResponse;
 import com.azure.ai.agents.models.RawRealtimeServerEvent;
 import com.azure.ai.agents.models.RealtimeResponseCreateEvent;
@@ -51,6 +51,7 @@
 import org.junit.jupiter.api.AfterEach;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Test;
+import org.junit.jupiter.api.parallel.Isolated;
 import org.junit.jupiter.api.parallel.ResourceLock;
 import reactor.core.publisher.Flux;
 import reactor.core.publisher.Mono;
@@ -66,6 +67,7 @@
 import static org.junit.jupiter.api.Assertions.assertTimeoutPreemptively;
 import static org.junit.jupiter.api.Assertions.assertTrue;
 
+@Isolated("Virtual-time tests replace the global Reactor schedulers")
 @ResourceLock("voice-agent-websocket-tls")
 public class VoiceAgentWebSocketSessionAsyncTests {
     private DisposableServer server;
@@ -91,8 +93,8 @@ public void handshakeUsesSdkManagedProtocolValues() {
                         new Header("Foundry-Features", "override-feature"),
                         new Header("Sec-WebSocket-Protocol", "override-protocol"))));
 
-        BetaVoiceAgentWebSocketSessionAsyncClient session = builder.beta()
-            .buildBetaVoiceAgentWebSocketAsyncClient()
+        BetaVoiceAgentsWebSocketSessionAsyncClient session = builder.beta()
+            .buildBetaVoiceAgentsWebSocketAsyncClient()
             .openWebSocketSession("agent name")
             .block(Duration.ofSeconds(5));
         session.closeAsync().block(Duration.ofSeconds(5));
@@ -131,8 +133,8 @@ public void handshakeUsesHttpLogApplicationIdFallback() {
                 .httpLogOptions(new HttpLogOptions().setApplicationId("log-app"))
                 .clientOptions(new ClientOptions());
 
-        BetaVoiceAgentWebSocketSessionAsyncClient session = builder.beta()
-            .buildBetaVoiceAgentWebSocketAsyncClient()
+        BetaVoiceAgentsWebSocketSessionAsyncClient session = builder.beta()
+            .buildBetaVoiceAgentsWebSocketAsyncClient()
             .openWebSocketSession("agent")
             .block(Duration.ofSeconds(5));
         session.closeAsync().block(Duration.ofSeconds(5));
@@ -166,8 +168,8 @@ public void typedStringAndMappingSendsRejectInvalidJson() {
         AgentsClientBuilder builder = builder(server.port());
         String raw = "{\"type\": \"response.create\"}";
         BinaryData mapping = BinaryData.fromObject(Collections.singletonMap("type", "response.cancel"));
-        BetaVoiceAgentWebSocketSessionAsyncClient session = builder.beta()
-            .buildBetaVoiceAgentWebSocketAsyncClient()
+        BetaVoiceAgentsWebSocketSessionAsyncClient session = builder.beta()
+            .buildBetaVoiceAgentsWebSocketAsyncClient()
             .openWebSocketSession("agent", tlsOptions())
             .block(Duration.ofSeconds(5));
         try {
@@ -194,7 +196,7 @@ public void pingPongFramesAreNotApplicationEvents() {
             new TextWebSocketFrame("{\"type\":\"session.created\",\"session\":{}}"),
             new TextWebSocketFrame("{\"type\":\"future.event\",\"foo\":\"bar\"}")));
         server = frameWebSocketServer(frames, false);
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", tlsOptions()).block(Duration.ofSeconds(5));
         List<RealtimeServerEvent> events;
         try {
@@ -217,7 +219,7 @@ public void malformedEventsCanBeReportedAndSkipped() {
             new TextWebSocketFrame(warningJson()))), true);
         VoiceAgentWebSocketConnectionOptions options
             = tlsOptions().setMalformedEventHandler(error -> failures.incrementAndGet());
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", options).block(Duration.ofSeconds(5));
         StepVerifier.create(session.receiveEvents())
             .assertNext(this::assertWarningEvent)
@@ -234,7 +236,7 @@ public void boundedQueuesHonorOverflowPolicies() {
                 .map(index -> new TextWebSocketFrame("{\"type\":\"future.event\",\"index\":" + index + "}")), true);
             VoiceAgentWebSocketConnectionOptions options
                 = tlsOptions().setReceiveBufferCapacity(2).setOverflowStrategy(strategy);
-            BetaVoiceAgentWebSocketSessionAsyncClient session
+            BetaVoiceAgentsWebSocketSessionAsyncClient session
                 = createAsyncClient(server.port()).openWebSocketSession("agent", options).block(Duration.ofSeconds(5));
             boolean overflowError = strategy == VoiceAgentWebSocketOverflowStrategy.ERROR;
             List<RealtimeServerEvent> received = new ArrayList<>();
@@ -271,7 +273,7 @@ public void messageSizeLimitCannotBeBypassedByRecoveryHandler() {
         VoiceAgentWebSocketConnectionOptions options
             = tlsOptions().setMaxMessageSize(16).setMalformedEventHandler(error -> recovered.set(true));
         StepVerifier.create(createAsyncClient(server.port()).openWebSocketSession("agent", options)
-            .flatMapMany(BetaVoiceAgentWebSocketSessionAsyncClient::receiveEvents)).expectError().verify();
+            .flatMapMany(BetaVoiceAgentsWebSocketSessionAsyncClient::receiveEvents)).expectError().verify();
         assertFalse(recovered.get());
     }
 
@@ -282,7 +284,7 @@ public void rawEventRoundTripsAndOptionsValidateBounds() throws Exception {
         RawRealtimeServerEvent copy = BinaryData.fromObject(event).toObject(RawRealtimeServerEvent.class);
         assertEquals(payload.toObject(Map.class), copy.getRawEvent().toObject(Map.class));
         server = oneShotWebSocketServer("{\"type\":42,\"value\":1}");
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", tlsOptions()).block(Duration.ofSeconds(5));
         try {
             StepVerifier.create(session.receiveEvents())
@@ -312,7 +314,7 @@ public void insecureEndpointsAreRejectedBeforeAuthentication() {
             "https://example.com/#fragment" }) {
             AgentsClientBuilder clientBuilder = new AgentsClientBuilder().endpoint(endpoint).credential(credential);
             StepVerifier
-                .create(clientBuilder.beta().buildBetaVoiceAgentWebSocketAsyncClient().openWebSocketSession("agent"))
+                .create(clientBuilder.beta().buildBetaVoiceAgentsWebSocketAsyncClient().openWebSocketSession("agent"))
                 .expectError(IllegalArgumentException.class)
                 .verify();
         }
@@ -330,7 +332,7 @@ public void rawEventsUseCustomizedTlsTransport() {
                 WebsocketServerSpec.builder().protocols("realtime").build()))
             .bindNow();
         BinaryData payload = BinaryData.fromString("{\"type\":\"future.event\",\"value\":42}");
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", tlsOptions()).block(Duration.ofSeconds(5));
         StepVerifier.create(session.sendEvent(BinaryData.fromString("[]")))
             .expectError(IllegalArgumentException.class)
@@ -348,7 +350,7 @@ public void rawEventsUseCustomizedTlsTransport() {
     public void customCloseFrame() {
         server = startServer(new CopyOnWriteArrayList<>(), new AtomicReference<>(), new AtomicReference<>(),
             new AtomicReference<>(), new AtomicReference<>(), new AtomicReference<>(), false);
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", tlsOptions()).block(Duration.ofSeconds(5));
         assertNotNull(session);
         StepVerifier.create(session.closeAsync(1006, "invalid")).expectError(IllegalArgumentException.class).verify();
@@ -374,18 +376,18 @@ public void asyncSessionNegotiatesHandshakeAndExchangesTypedEvents() {
         };
         VoiceAgentWebSocketConnectionOptions options
             = tlsOptions().setStoreEnabled(true).setAgentVersionOverride("version 2");
-        BetaVoiceAgentWebSocketAsyncClient client
+        BetaVoiceAgentsWebSocketAsyncClient client
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(credential)
                 .configuration(Configuration.NONE)
                 .clientOptions(new ClientOptions().setApplicationId("test-app")
                     .setHeaders(Collections.singletonList(new Header("X-Test-Header", "test-value"))))
                 .beta()
-                .buildBetaVoiceAgentWebSocketAsyncClient();
-        Mono<BetaVoiceAgentWebSocketSessionAsyncClient> sessionMono
+                .buildBetaVoiceAgentsWebSocketAsyncClient();
+        Mono<BetaVoiceAgentsWebSocketSessionAsyncClient> sessionMono
             = client.openWebSocketSession("agent name", options);
         options.setStoreEnabled(false).setAgentVersionOverride("mutated");
-        BetaVoiceAgentWebSocketSessionAsyncClient session = sessionMono.block();
+        BetaVoiceAgentsWebSocketSessionAsyncClient session = sessionMono.block();
         assertTrue(session.isOpen());
         StepVerifier.create(session.receiveEvents().take(4))
             .then(() -> session.sendText("hello").block())
@@ -426,12 +428,12 @@ public void tokenFailureOccursBeforeNetworkAccess() {
             return response.send();
         }).bindNow();
         TokenCredential credential = request -> Mono.error(new IllegalStateException("token unavailable"));
-        BetaVoiceAgentWebSocketAsyncClient client
+        BetaVoiceAgentsWebSocketAsyncClient client
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(credential)
                 .configuration(Configuration.NONE)
                 .beta()
-                .buildBetaVoiceAgentWebSocketAsyncClient();
+                .buildBetaVoiceAgentsWebSocketAsyncClient();
         StepVerifier.create(client.openWebSocketSession("agent", tlsOptions()))
             .expectErrorMatches(
                 error -> error instanceof IllegalStateException && error.getMessage().contains("token unavailable"))
@@ -445,12 +447,12 @@ public void tokenAcquisitionDoesNotUseHandshakeTimeout() {
             new AtomicReference<>(), new AtomicReference<>(), new AtomicReference<>(), false);
         TokenCredential credential = request -> Mono.delay(Duration.ofMillis(1500))
             .map(ignored -> new AccessToken("test-token", OffsetDateTime.now().plusHours(1)));
-        BetaVoiceAgentWebSocketAsyncClient client
+        BetaVoiceAgentsWebSocketAsyncClient client
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(credential)
                 .configuration(Configuration.NONE)
                 .beta()
-                .buildBetaVoiceAgentWebSocketAsyncClient();
+                .buildBetaVoiceAgentsWebSocketAsyncClient();
         VoiceAgentWebSocketConnectionOptions options = tlsOptions().setHandshakeTimeout(Duration.ofSeconds(1));
         StepVerifier.withVirtualTime(() -> client.openWebSocketSession("agent", options).flatMap(session -> {
             assertTrue(session.isOpen());
@@ -488,11 +490,11 @@ public void cancellingAsyncConnectCancelsTokenRequest() {
         AtomicBoolean tokenRequestCancelled = new AtomicBoolean();
         TokenCredential credential
             = request -> Mono.<AccessToken>never().doOnCancel(() -> tokenRequestCancelled.set(true));
-        BetaVoiceAgentWebSocketAsyncClient client = new AgentsClientBuilder().endpoint("https://example.com")
+        BetaVoiceAgentsWebSocketAsyncClient client = new AgentsClientBuilder().endpoint("https://example.com")
             .credential(credential)
             .configuration(Configuration.NONE)
             .beta()
-            .buildBetaVoiceAgentWebSocketAsyncClient();
+            .buildBetaVoiceAgentsWebSocketAsyncClient();
         StepVerifier.create(client.openWebSocketSession("agent", tlsOptions())).thenCancel().verify();
         assertTrue(tokenRequestCancelled.get());
     }
@@ -500,7 +502,7 @@ public void cancellingAsyncConnectCancelsTokenRequest() {
     @Test
     public void unknownEventFallsBackToRealtimeServerEvent() {
         server = oneShotWebSocketServer("{\"type\":\"future.event\",\"value\":42}");
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", tlsOptions()).block();
         StepVerifier.create(session.receiveEvents()).assertNext(event -> {
             assertEquals("future.event", event.getType().toString());
@@ -516,7 +518,7 @@ public void fragmentedTextFrameIsAggregated() {
         int split = message.length() / 2;
         server = frameWebSocketServer(Flux.just(new TextWebSocketFrame(false, 0, message.substring(0, split)),
             new ContinuationWebSocketFrame(true, 0, message.substring(split))), true);
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", tlsOptions()).block();
         StepVerifier.create(session.receiveEvents()).assertNext(this::assertWarningEvent).verifyComplete();
         session.close();
@@ -526,7 +528,7 @@ public void fragmentedTextFrameIsAggregated() {
     public void binaryJsonFrameIsParsed() {
         server = frameWebSocketServer(
             Mono.just(new BinaryWebSocketFrame(Unpooled.copiedBuffer(warningJson(), StandardCharsets.UTF_8))), true);
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", tlsOptions()).block();
         StepVerifier.create(session.receiveEvents()).assertNext(this::assertWarningEvent).verifyComplete();
         session.close();
@@ -535,7 +537,7 @@ public void binaryJsonFrameIsParsed() {
     @Test
     public void malformedJsonTerminatesReceiveStream() {
         server = oneShotWebSocketServer("{not-json");
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", tlsOptions()).block();
         StepVerifier.create(session.receiveEvents()).expectError().verify();
         assertFalse(session.isOpen());
@@ -545,7 +547,7 @@ public void malformedJsonTerminatesReceiveStream() {
     public void closeIsIdempotentAndSendAfterCloseFails() {
         server = startServer(new CopyOnWriteArrayList<>(), new AtomicReference<>(), new AtomicReference<>(),
             new AtomicReference<>(), new AtomicReference<>(), new AtomicReference<>(), false);
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("agent", tlsOptions()).block();
         StepVerifier.create(session.closeAsync().then(session.closeAsync())).verifyComplete();
         StepVerifier.create(session.sendText("after close"))
@@ -557,7 +559,7 @@ public void closeIsIdempotentAndSendAfterCloseFails() {
     @Test
     public void secureSessionUsesWssAndReceivesTypedEvent() throws Exception {
         server = oneShotWebSocketServer(warningJson());
-        BetaVoiceAgentWebSocketSessionAsyncClient session
+        BetaVoiceAgentsWebSocketSessionAsyncClient session
             = createAsyncClient(server.port()).openWebSocketSession("secure-agent", tlsOptions())
                 .block(Duration.ofSeconds(5));
         assertEquals("wss", URI.create(session.getEndpoint()).getScheme());
@@ -570,8 +572,8 @@ private AgentsClientBuilder builder(int port) {
             .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))));
     }
 
-    private BetaVoiceAgentWebSocketAsyncClient createAsyncClient(int port) {
-        return builder(port).configuration(Configuration.NONE).beta().buildBetaVoiceAgentWebSocketAsyncClient();
+    private BetaVoiceAgentsWebSocketAsyncClient createAsyncClient(int port) {
+        return builder(port).configuration(Configuration.NONE).beta().buildBetaVoiceAgentsWebSocketAsyncClient();
     }
 
     private static VoiceAgentWebSocketConnectionOptions tlsOptions() {
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentWebSocketSessionTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentWebSocketSessionTests.java
index b4acb9796b16a..e7d60fc6d7744 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentWebSocketSessionTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/VoiceAgentWebSocketSessionTests.java
@@ -4,8 +4,8 @@
 package com.azure.ai.agents.voice;
 
 import com.azure.ai.agents.AgentsClientBuilder;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketClient;
-import com.azure.ai.agents.BetaVoiceAgentWebSocketSessionClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketClient;
+import com.azure.ai.agents.BetaVoiceAgentsWebSocketSessionClient;
 import com.azure.ai.agents.models.RawRealtimeServerEvent;
 import com.azure.ai.agents.models.RealtimeResponseCreateEvent;
 import com.azure.ai.agents.models.RealtimeSessionCreatedEvent;
@@ -111,8 +111,8 @@ public void handshakeUsesSdkManagedProtocolValues() {
                         new Header("Foundry-Features", "override-feature"),
                         new Header("Sec-WebSocket-Protocol", "override-protocol"))));
 
-        BetaVoiceAgentWebSocketSessionClient session
-            = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent name");
+        BetaVoiceAgentsWebSocketSessionClient session
+            = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent name");
         session.close();
         assertFalse(session.isOpen());
 
@@ -149,8 +149,8 @@ public void handshakeUsesHttpLogApplicationIdFallback() {
                 .httpLogOptions(new HttpLogOptions().setApplicationId("log-app"))
                 .clientOptions(new ClientOptions());
 
-        BetaVoiceAgentWebSocketSessionClient session
-            = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent");
+        BetaVoiceAgentsWebSocketSessionClient session
+            = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent");
         session.close();
 
         assertTrue(userAgent.get().startsWith("log-app azsdk-java-azure-ai-agents/"), userAgent.get());
@@ -167,8 +167,8 @@ public void typedStringAndMappingSendsRejectInvalidJson() {
             .configuration(Configuration.NONE);
         String raw = "{\"type\": \"response.create\"}";
         BinaryData mapping = BinaryData.fromObject(Collections.singletonMap("type", "response.cancel"));
-        try (BetaVoiceAgentWebSocketSessionClient session
-            = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent", tlsOptions())) {
+        try (BetaVoiceAgentsWebSocketSessionClient session
+            = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent", tlsOptions())) {
             assertThrows(IllegalArgumentException.class,
                 () -> session.sendEvent(BinaryData.fromString("not valid json")));
             session.sendEvent(new RealtimeResponseCreateEvent());
@@ -200,8 +200,8 @@ public void pingPongFramesAreNotApplicationEvents() {
             .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))))
             .configuration(Configuration.NONE);
         List<RealtimeServerEvent> events = new ArrayList<>();
-        try (BetaVoiceAgentWebSocketSessionClient session
-            = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent", tlsOptions())) {
+        try (BetaVoiceAgentsWebSocketSessionClient session
+            = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent", tlsOptions())) {
             Iterator<RealtimeServerEvent> iterator = session.receiveEvents(Duration.ofSeconds(5)).iterator();
             events.add(iterator.next());
             events.add(iterator.next());
@@ -224,8 +224,8 @@ public void malformedEventsCanBeReportedAndSkipped() {
         AgentsClientBuilder builder = new AgentsClientBuilder().endpoint("https://localhost:" + server.port())
             .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))))
             .configuration(Configuration.NONE);
-        try (BetaVoiceAgentWebSocketSessionClient session
-            = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent", options)) {
+        try (BetaVoiceAgentsWebSocketSessionClient session
+            = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent", options)) {
             Iterator<RealtimeServerEvent> events = session.receiveEvents(Duration.ofSeconds(5)).iterator();
             assertWarningEvent(events.next());
             assertWarningEvent(events.next());
@@ -246,8 +246,8 @@ public void boundedQueuesHonorOverflowPolicies() {
                 .configuration(Configuration.NONE);
             List<RealtimeServerEvent> received = new ArrayList<>();
             boolean overflowError = strategy == VoiceAgentWebSocketOverflowStrategy.ERROR;
-            try (BetaVoiceAgentWebSocketSessionClient session
-                = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent", options)) {
+            try (BetaVoiceAgentsWebSocketSessionClient session
+                = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent", options)) {
                 assertTimeoutPreemptively(Duration.ofSeconds(5), () -> {
                     while (session.isOpen()) {
                         Thread.yield();
@@ -282,8 +282,8 @@ public void messageSizeLimitCannotBeBypassedByRecoveryHandler() {
             .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))))
             .configuration(Configuration.NONE);
         assertThrows(RuntimeException.class, () -> {
-            try (BetaVoiceAgentWebSocketSessionClient session
-                = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent", options)) {
+            try (BetaVoiceAgentsWebSocketSessionClient session
+                = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent", options)) {
                 session.receiveEvents(Duration.ofSeconds(5)).iterator().next();
             }
         });
@@ -304,7 +304,7 @@ public void insecureEndpointsAreRejectedBeforeAuthentication() {
             "https://example.com/#fragment" }) {
             AgentsClientBuilder builder = new AgentsClientBuilder().endpoint(endpoint).credential(credential);
             assertThrows(IllegalArgumentException.class,
-                () -> builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent"));
+                () -> builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent"));
         }
         assertFalse(requested.get());
     }
@@ -322,13 +322,13 @@ private static VoiceAgentWebSocketConnectionOptions tlsOptions() {
     public void syncReceiveStreamRejectsSecondIterator() {
         server = startServer(new CopyOnWriteArrayList<>(), new AtomicReference<>(), new AtomicReference<>(),
             new AtomicReference<>(), new AtomicReference<>(), new AtomicReference<>(), false);
-        BetaVoiceAgentWebSocketClient client
+        BetaVoiceAgentsWebSocketClient client
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))))
                 .beta()
-                .buildBetaVoiceAgentWebSocketClient();
+                .buildBetaVoiceAgentsWebSocketClient();
 
-        try (BetaVoiceAgentWebSocketSessionClient session = client.openWebSocketSession("agent", tlsOptions())) {
+        try (BetaVoiceAgentsWebSocketSessionClient session = client.openWebSocketSession("agent", tlsOptions())) {
             Iterable<RealtimeServerEvent> events = session.receiveEvents(Duration.ofSeconds(5));
             events.iterator();
             IllegalStateException exception = assertThrows(IllegalStateException.class, events::iterator);
@@ -349,8 +349,8 @@ public void rawEventsUseCustomizedTlsTransport() {
             .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))))
             .configuration(Configuration.NONE);
         BinaryData payload = BinaryData.fromString("{\"type\":\"future.event\",\"value\":42}");
-        try (BetaVoiceAgentWebSocketSessionClient session
-            = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent", tlsOptions())) {
+        try (BetaVoiceAgentsWebSocketSessionClient session
+            = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent", tlsOptions())) {
             assertThrows(IllegalArgumentException.class, () -> session.sendEvent(BinaryData.fromString("[]")));
             assertThrows(IllegalArgumentException.class, () -> session.sendEvent(BinaryData.fromString("{} {}")));
             session.sendEvent(payload);
@@ -368,8 +368,8 @@ public void customCloseFrameAndReceiveTimeout() {
         AgentsClientBuilder builder
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1))));
-        try (BetaVoiceAgentWebSocketSessionClient session
-            = builder.beta().buildBetaVoiceAgentWebSocketClient().openWebSocketSession("agent", tlsOptions())) {
+        try (BetaVoiceAgentsWebSocketSessionClient session
+            = builder.beta().buildBetaVoiceAgentsWebSocketClient().openWebSocketSession("agent", tlsOptions())) {
             Iterator<RealtimeServerEvent> iterator = session.receiveEvents(Duration.ofMillis(20)).iterator();
             IllegalStateException timeout = assertThrows(IllegalStateException.class, iterator::hasNext);
             assertInstanceOf(TimeoutException.class, timeout.getCause());
@@ -400,12 +400,12 @@ static void restoreTlsConfiguration() {
     public void syncConnectRejectsNullArguments() {
         TokenCredential credential
             = request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1)));
-        BetaVoiceAgentWebSocketClient client
+        BetaVoiceAgentsWebSocketClient client
             = new AgentsClientBuilder().endpoint("https://localhost/api/projects/project")
                 .credential(credential)
                 .configuration(Configuration.NONE)
                 .beta()
-                .buildBetaVoiceAgentWebSocketClient();
+                .buildBetaVoiceAgentsWebSocketClient();
 
         NullPointerException agentNameException
             = assertThrows(NullPointerException.class, () -> client.openWebSocketSession(null, tlsOptions()));
@@ -424,12 +424,12 @@ public void syncTokenFailureOccursBeforeNetworkAccess() {
             return response.send();
         }).bindNow();
         TokenCredential credential = request -> Mono.error(new IllegalStateException("token unavailable"));
-        BetaVoiceAgentWebSocketClient client
+        BetaVoiceAgentsWebSocketClient client
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(credential)
                 .configuration(Configuration.NONE)
                 .beta()
-                .buildBetaVoiceAgentWebSocketClient();
+                .buildBetaVoiceAgentsWebSocketClient();
 
         IllegalStateException exception
             = assertThrows(IllegalStateException.class, () -> client.openWebSocketSession("agent", tlsOptions()));
@@ -446,12 +446,12 @@ public void syncRejectedHandshakeMapsConflictToAzureException() {
             .bindNow();
         TokenCredential credential
             = request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1)));
-        BetaVoiceAgentWebSocketClient client
+        BetaVoiceAgentsWebSocketClient client
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(credential)
                 .configuration(Configuration.NONE)
                 .beta()
-                .buildBetaVoiceAgentWebSocketClient();
+                .buildBetaVoiceAgentsWebSocketClient();
 
         ResourceModifiedException exception = assertThrows(ResourceModifiedException.class,
             () -> client.openWebSocketSession("disabled-agent", tlsOptions()));
@@ -463,11 +463,11 @@ public void syncRejectedHandshakeMapsConflictToAzureException() {
     public void syncClientRejectsEmptyAgentName() {
         TokenCredential credential
             = request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1)));
-        BetaVoiceAgentWebSocketClient client = new AgentsClientBuilder().endpoint("https://example.com")
+        BetaVoiceAgentsWebSocketClient client = new AgentsClientBuilder().endpoint("https://example.com")
             .credential(credential)
             .configuration(Configuration.NONE)
             .beta()
-            .buildBetaVoiceAgentWebSocketClient();
+            .buildBetaVoiceAgentsWebSocketClient();
 
         IllegalArgumentException exception
             = assertThrows(IllegalArgumentException.class, () -> client.openWebSocketSession("", tlsOptions()));
@@ -480,14 +480,14 @@ public void syncReceiveBufferOverflowFailsTheEventStream() {
         server = frameWebSocketServer(frames);
         TokenCredential credential
             = request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1)));
-        BetaVoiceAgentWebSocketClient client
+        BetaVoiceAgentsWebSocketClient client
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(credential)
                 .configuration(Configuration.NONE)
                 .beta()
-                .buildBetaVoiceAgentWebSocketClient();
+                .buildBetaVoiceAgentsWebSocketClient();
 
-        try (BetaVoiceAgentWebSocketSessionClient session = client.openWebSocketSession("agent", tlsOptions())) {
+        try (BetaVoiceAgentsWebSocketSessionClient session = client.openWebSocketSession("agent", tlsOptions())) {
             assertTimeoutPreemptively(Duration.ofSeconds(5), () -> {
                 while (session.isOpen()) {
                     Thread.yield();
@@ -505,14 +505,14 @@ public void syncOrderlyClosePreservesFullReceiveBuffer() {
         server = frameWebSocketServer(frames);
         TokenCredential credential
             = request -> Mono.just(new AccessToken("test-token", OffsetDateTime.now().plusHours(1)));
-        BetaVoiceAgentWebSocketClient client
+        BetaVoiceAgentsWebSocketClient client
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(credential)
                 .configuration(Configuration.NONE)
                 .beta()
-                .buildBetaVoiceAgentWebSocketClient();
+                .buildBetaVoiceAgentsWebSocketClient();
 
-        try (BetaVoiceAgentWebSocketSessionClient session = client.openWebSocketSession("agent", tlsOptions())) {
+        try (BetaVoiceAgentsWebSocketSessionClient session = client.openWebSocketSession("agent", tlsOptions())) {
             assertTimeoutPreemptively(Duration.ofSeconds(5), () -> {
                 Iterator<RealtimeServerEvent> events = session.receiveEvents().iterator();
                 int eventCount = 0;
@@ -536,14 +536,14 @@ public void syncSessionReceivesTypedEventAndCloses() {
             new AtomicReference<>(), true);
         TokenCredential credential
             = request -> Mono.just(new AccessToken("sync-token", OffsetDateTime.now().plusHours(1)));
-        BetaVoiceAgentWebSocketClient client
+        BetaVoiceAgentsWebSocketClient client
             = new AgentsClientBuilder().endpoint("https://localhost:" + server.port() + "/api/projects/project")
                 .credential(credential)
                 .configuration(Configuration.NONE)
                 .beta()
-                .buildBetaVoiceAgentWebSocketClient();
+                .buildBetaVoiceAgentsWebSocketClient();
 
-        try (BetaVoiceAgentWebSocketSessionClient session = client.openWebSocketSession("sync-agent", tlsOptions())) {
+        try (BetaVoiceAgentsWebSocketSessionClient session = client.openWebSocketSession("sync-agent", tlsOptions())) {
             Iterator<RealtimeServerEvent> events = session.receiveEvents().iterator();
             assertWarningEvent(events.next());
             session.sendFunctionCallOutput("call-1", "{\"temperature\":72}");

From 03a3803d73aaf7bb2dcc38c890be05339be240b6 Mon Sep 17 00:00:00 2001
From: Mike Guo <myguo@microsoft.com>
Date: Sat, 7 Nov 2026 05:47:17 +0800
Subject: [PATCH 29/29] Simplify GPT Live text samples and separate advanced
 voice flows (#51129)

---
 sdk/ai/azure-ai-agents/CHANGELOG.md           |   8 +-
 sdk/ai/azure-ai-agents/README.md              |  43 ++-
 .../GptLiveAudioConversationAsyncSample.java  | 150 +++-------
 ...nteractiveTextConversationAsyncSample.java | 195 ++++++++++++
 ...LiveInteractiveTextConversationSample.java | 217 ++++++++++++++
 .../ai/agents/voice/GptLiveSampleUtils.java   | 123 --------
 .../GptLiveTextConversationAsyncSample.java   | 260 ++++------------
 .../voice/GptLiveTextConversationSample.java  | 282 ++++--------------
 .../ai/agents/voice/GptLiveSamplesTests.java  | 207 +++----------
 9 files changed, 652 insertions(+), 833 deletions(-)
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationAsyncSample.java
 create mode 100644 sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationSample.java

diff --git a/sdk/ai/azure-ai-agents/CHANGELOG.md b/sdk/ai/azure-ai-agents/CHANGELOG.md
index 7075ee9c7bf27..768869a84a8bf 100644
--- a/sdk/ai/azure-ai-agents/CHANGELOG.md
+++ b/sdk/ai/azure-ai-agents/CHANGELOG.md
@@ -33,9 +33,11 @@
   Model deployment names default to `gpt-live-1` and `gpt-5.6-terra` when their environment variables are unset.
   The audio sample requests an opening greeting, labels spoken transcripts without duplicating backend text,
   reports moderation failures explicitly, and shuts down shared Reactor schedulers when its standalone main exits.
-  Both text samples support interactive terminal input with blank-line, `exit`, and `quit` termination,
-  preserve scripted command-line prompts, and shut down shared Reactor schedulers when their standalone mains exit.
-  Both interactive text modes request a spoken greeting, play frontend audio and print spoken transcripts
+  The primary text samples show agent/delegation configuration, typed sends, event handling, and graceful closure
+  directly, processing command-line prompts or one default question without console input or audio playback.
+  Separate advanced interactive text samples support terminal input with blank-line, `exit`, and `quit` termination.
+  The standalone sample mains shut down shared Reactor schedulers on exit.
+  Both advanced interactive samples request a spoken greeting, play frontend audio and print spoken transcripts
   instead of backend working notes. It preserves server closure diagnostics and handles remote hangup normally.
   Interactive voice mode streams paced silent PCM input while typing (consuming voice-session usage), uses
   blocking console line reads instead of readiness polling, and uses the native console reader when attached.
diff --git a/sdk/ai/azure-ai-agents/README.md b/sdk/ai/azure-ai-agents/README.md
index e3fff2b159dc4..415ab279f71e2 100644
--- a/sdk/ai/azure-ai-agents/README.md
+++ b/sdk/ai/azure-ai-agents/README.md
@@ -1189,13 +1189,14 @@ an existing agent. Set these environment variables before running a sample's `ma
 Each sample reads, defaults, and validates these settings and configures its client builder directly in its own `main` method.
 Shared helpers receive explicit values rather than reading environment variables.
 Override the model variables if your deployment names differ from these defaults. Explicitly blank values are invalid.
-Generated agent names use `gpt-live-<scenario>-<UUID>` and are at most 57 characters for these scenarios,
-leaving headroom below the service's 63-character limit.
+Generated agent names use `gpt-live-<scenario>-<UUID>` and fit the service's 63-character limit.
 
 | Scenario | Runnable sample |
 |---|---|
 | Synchronous multi-turn text | [GptLiveTextConversationSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java) |
 | Asynchronous multi-turn text | [GptLiveTextConversationAsyncSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java) |
+| Advanced synchronous console input and speaker | [GptLiveInteractiveTextConversationSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationSample.java) |
+| Advanced asynchronous console input and speaker | [GptLiveInteractiveTextConversationAsyncSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationAsyncSample.java) |
 | Asynchronous microphone and speaker | [GptLiveAudioConversationAsyncSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java) |
 | Responses backend function tool | [GptLiveFunctionToolSample.java](src/samples/java/com/azure/ai/agents/voice/GptLiveFunctionToolSample.java) |
 
@@ -1215,7 +1216,7 @@ Use an agent/session configured with `store=true` and retain the agent. With eit
 microphone/speaker example, set
 both `FOUNDRY_GPT_LIVE_STORE=true` and `FOUNDRY_KEEP_GPT_LIVE_AGENT=true`. The first sets the session persistence
 override; the second prevents sample cleanup from deleting the agent. Keeping the agent alone does **not** enable
-persistence. Both interactive and scripted modes print the Foundry `conversation_id` from `session.started`
+persistence. The text, advanced interactive, and microphone examples print the Foundry `conversation_id` from `session.started`
 when provided. If absent, startup output explicitly reports that no persisted conversation ID was provided;
 it never substitutes the native session ID.
 Use `session.started.conversation_id`, not the native session ID. Set:
@@ -1243,18 +1244,25 @@ BYOS metadata is reported without calling Foundry content endpoints; use the met
 Azure Storage credentials to download BYOS audio. The current generated Live REST builder methods require explicit
 preview opt-in, so these samples add `Foundry-Features: VoiceAgents=V1Preview` using an HTTP pipeline header policy.
 
-#### Using the interactive WebSocket samples
+#### Using the text WebSocket samples
 
-Both text examples read terminal input interactively when no arguments are supplied. After each reply,
-they prompt for another message; submit a blank line or enter `exit` or `quit` to close the session.
-With arguments, they instead process each argument as a prompt and exit after the last reply.
+The primary synchronous and asynchronous text examples show agent and Responses-delegation configuration,
+connection, typed sends, event handling, and graceful closure directly. Each command-line argument is a prompt;
+with no arguments, they send `What can you help me with?` and exit after the reply.
 They wait for `session.started`, send `response.item.create` followed by `response.create`, and wait for the
-nested `response.completed` before advancing to the next turn. Scripted mode prints backend text without
-speaker playback. Both interactive examples instead request a spoken opening greeting with
+nested `response.completed` before advancing to the next turn. They print backend text without console input,
+speaker playback, microphone capture, or silent audio uploads.
+
+#### Using the advanced interactive WebSocket samples
+
+The separate synchronous and asynchronous interactive examples read terminal input. After each reply,
+they prompt for another message; submit a blank line or enter `exit` or `quit` to close the session.
+Each example owns its conversation flow; shared helpers provide audio-device plumbing and transcript rendering.
+Both request a spoken opening greeting with
 `session.commentary.append`, play the voice frontend's 24-kHz PCM16 audio, and print its spoken transcript
-rather than backend working notes. The synchronous example uses synchronous session send/receive calls on
-workers and shares the asynchronous example's voice-loop coordination.
-Before displaying the first `You:` prompt, it waits for both greeting audio and transcript, one second without
+rather than backend working notes. The synchronous example uses synchronous session send/receive calls,
+with workers for receiving events and reading console input.
+Before displaying the first `You:` prompt, each waits for both greeting audio and transcript, one second without
 speech activity, and completion of queued speaker playback. Continuous silent audio does not restart the timer.
 For this heuristic, PCM16 frames with peak sample magnitude at most 256 (about -42 dBFS) are treated as silence.
 The quiet period is a heuristic because native GPT Live
@@ -1293,6 +1301,8 @@ See [GPT-Live audio and transcript events](https://learn.microsoft.com/azure/fou
 Server `remote_hangup` closes the conversation normally. Other unexpected closures remain failures and include
 the complete `session.closed` event, including its reason, rather than hiding the service diagnostic.
 
+#### Using the microphone and tool samples
+
 The audio example requires a Java Sound-compatible microphone and speaker supporting raw, mono PCM16LE at
 24 kHz. After `session.started`, it sends a greeting request followed by `response.create` so the agent can
 open the conversation. It labels spoken transcript fragments as `You:` or `Assistant:` and omits backend
@@ -1316,10 +1326,11 @@ with the original `call_id` before requesting continuation. Its weather results
 data**, not live weather. It does not assume lifecycle snapshots contain output items, and does not add
 Foundry-managed-agent tool-result routing.
 
-All four scenarios request `session.close` and wait for `session.closed` before normal transport cleanup.
-The asynchronous text example waits for terminal input without a timeout, while applying a 60-second timeout to
-startup, each response, and finalization. The synchronous text and tool examples use a 60-second event-wait timeout;
-the audio example uses a 60-second startup/finalization timeout.
+All WebSocket scenarios request `session.close` and wait for `session.closed` before normal transport cleanup.
+The asynchronous text examples apply a 60-second timeout to startup, each response, and finalization;
+the advanced interactive example waits for terminal input without a timeout.
+The synchronous text and tool examples use a 60-second event-wait timeout;
+the microphone example uses a 60-second startup/finalization timeout.
 An unexpected disconnect or native service error fails the sample rather than being reported as success.
 
 ### Service API versions
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java
index 0a59abaffd26a..0052dc75718ba 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveAudioConversationAsyncSample.java
@@ -10,16 +10,9 @@
 import com.azure.identity.DefaultAzureCredentialBuilder;
 import reactor.core.publisher.Mono;
 import reactor.core.scheduler.Schedulers;
-import com.openai.models.live.ClientEvent;
 import com.openai.models.live.ServerEvent;
-import com.openai.models.responses.ResponseStreamEvent;
 import java.io.InputStream;
-import java.util.concurrent.atomic.AtomicReference;
-import java.util.function.Consumer;
-import java.util.function.Function;
-import java.util.function.Predicate;
-import java.util.function.Supplier;
-import reactor.core.publisher.Flux;
+import java.util.concurrent.atomic.AtomicBoolean;
 import reactor.core.publisher.Sinks;
 
 
@@ -92,11 +85,8 @@ static Mono<Void> runAudioConversationAsync(BetaVoiceAgentsLiveWebSocketSessionA
     static Mono<Void> runAudioConversationAsync(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session,
         GptLiveSampleUtils.AudioProcessor processor, InputStream input) {
         return Mono.usingWhen(Mono.just(processor),
-            audio -> Mono.firstWithSignal(runConversationAsync(session.receiveEvents(), session::sendEvent,
-                () -> "transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason(),
-                transcripts -> VoiceAgentLiveAudioConversationAsyncSample.waitForEnter(input)
-                    .then(closeAudioAsync(audio)).then(Mono.<String>empty()),
-                audio::queueAudio, () -> { }, true, audio), audio.failureSignalAsync()), GptLiveAudioConversationAsyncSample::closeAudioAsync,
+            audio -> Mono.firstWithSignal(runAudioSession(session, audio, input), audio.failureSignalAsync()),
+            GptLiveAudioConversationAsyncSample::closeAudioAsync,
             (audio, error) -> closeAudioAsync(audio), GptLiveAudioConversationAsyncSample::closeAudioAsync);
     }
 
@@ -104,112 +94,50 @@ private static Mono<Void> closeAudioAsync(GptLiveSampleUtils.AudioProcessor audi
         return Mono.<Void>fromRunnable(audio::close).subscribeOn(Schedulers.boundedElastic());
     }
 
-    private static Mono<Void> runConversationAsync(Flux<ServerEvent> events,
-        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails,
-        Function<GptLiveSampleUtils.AudioTranscriptPrinter, Mono<String>> nextPrompt,
-        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken, GptLiveSampleUtils.AudioProcessor microphone) {
-        Mono<Void> opening = microphone == null ? Mono.empty()
-            : Mono.defer(() -> sendEvent.apply(GptLiveSampleUtils.userMessage("Greet me briefly with: Hi, how can I help you today?"))
-                .then(sendEvent.apply(GptLiveSampleUtils.responseCreate()))
-                .then(Mono.fromRunnable(() -> System.out.println(
-                    "Opening greeting requested. Speak into the microphone. Press Enter to end the call."))));
-        return runConversationCoreAsync(events, sendEvent, closeDetails, nextPrompt, playAudio, drainAudio, spoken,
-            spoken && microphone == null, microphone == null && System.console() != null,
-            () -> Mono.fromRunnable(() -> {
-                if (microphone != null) {
-                    microphone.start();
-                }
-            }), opening, backend -> Mono.just(false), reason -> microphone != null);
-    }
-
-    static Mono<Void> runConversationCoreAsync(Flux<ServerEvent> events,
-        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails,
-        Function<GptLiveSampleUtils.AudioTranscriptPrinter, Mono<String>> nextPrompt,
-        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken, boolean interactive, boolean inputEchoed,
-        Supplier<Mono<Void>> onStarted, Mono<Void> opening,
-        Function<ResponseStreamEvent, Mono<Boolean>> handleResponse, Predicate<String> acceptClose) {
+    private static Mono<Void> runAudioSession(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session,
+        GptLiveSampleUtils.AudioProcessor audio, InputStream input) {
         return Mono.defer(() -> {
-            GptLiveSampleUtils.AudioTranscriptPrinter transcripts = new GptLiveSampleUtils.AudioTranscriptPrinter(inputEchoed, interactive);
-            GptLiveSampleUtils.Greeting greeting = new GptLiveSampleUtils.Greeting();
+            GptLiveSampleUtils.AudioTranscriptPrinter transcripts = new GptLiveSampleUtils.AudioTranscriptPrinter(false, false);
             Sinks.Empty<Void> ready = Sinks.empty();
             Sinks.Empty<Void> closed = Sinks.empty();
-            Sinks.Empty<Void> audioStarted = Sinks.empty();
-            Sinks.Empty<Void> stopAudio = Sinks.empty();
-            Sinks.Empty<Void> audioStopped = Sinks.empty();
-            AtomicReference<Sinks.Empty<Void>> responseCompleted = new AtomicReference<>();
-            GptLiveSampleUtils.ConversationEventHandler<Mono<Void>> handler
-                = new GptLiveSampleUtils.ConversationEventHandler<Mono<Void>>(spoken, closeDetails, acceptClose) {
-                    @Override
-                    Mono<Void> onStarted() {
-                        return Mono.defer(onStarted).doOnSuccess(ignored -> ready.tryEmitEmpty());
-                    }
-
-                    @Override
-                    Mono<Void> onResponse(ResponseStreamEvent event) {
-                        return Mono.defer(() -> handleResponse.apply(event)).defaultIfEmpty(false)
-                            .doOnNext(continuation -> {
-                                if (event.isCompleted() && completeResponse(continuation)) {
-                                    responseCompleted.getAndSet(null).tryEmitEmpty();
-                                }
-                            }).then();
-                    }
-
-                    @Override
-                    Mono<Void> onClosed() {
-                        return Mono.fromRunnable(() -> closed.tryEmitEmpty());
-                    }
-
-                    @Override
-                    Mono<Void> ignored() {
-                        return Mono.empty();
-                    }
-                };
-            Mono<Void> receive = events
+            AtomicBoolean started = new AtomicBoolean();
+            AtomicBoolean finalized = new AtomicBoolean();
+            Mono<Void> receive = session.receiveEvents()
                 .publishOn(Schedulers.boundedElastic(), 1)
                 .takeUntil(ServerEvent::isSessionClosed)
-                .concatMap(event -> Mono.defer(() -> {
-                    if (spoken) {
-                        transcripts.print(event);
-                        if (event.isSessionOutputAudioDelta()) {
-                            byte[] pcm = GptLiveSampleUtils.decodeAudio(event);
-                            playAudio.accept(pcm);
-                            greeting.onAudio(pcm);
-                        } else if (event.isSessionOutputTranscriptDelta()
-                            && !event.asSessionOutputTranscriptDelta().delta().trim().isEmpty()) {
-                            greeting.onTranscript();
+                .doOnNext(event -> {
+                    transcripts.print(event);
+                    if (event.isSessionOutputAudioDelta()) {
+                        audio.queueAudio(GptLiveSampleUtils.decodeAudio(event));
+                    }
+                    if (event.isSessionStarted()) {
+                        if (!started.compareAndSet(false, true)) {
+                            throw new IllegalStateException("Duplicate session.started event.");
                         }
-                    } else {
-                        GptLiveSampleUtils.printEvent(event);
+                        audio.start();
+                        ready.tryEmitEmpty();
+                    } else if (event.isResponseEvent() && !started.get()
+                        && GptLiveSampleUtils.backendEvent(event).isCompleted()) {
+                        throw new IllegalStateException("Unexpected GPT Live response lifecycle event.");
+                    } else if (event.isSessionClosed()) {
+                        finalized.set(true);
+                        System.out.println("Live session closed (" + event.asSessionClosed().reason() + ").");
+                        closed.tryEmitEmpty();
                     }
-                    return handler.process(event);
-                }), 1)
-                .then(Mono.defer(() -> handler.awaitConversationAfterReceive() ? Mono.never() : Mono.empty()));
-            Mono<Void> audio = ready.asMono()
-                .thenMany(GptLiveSampleUtils.silenceFramesAsync().takeUntilOther(stopAudio.asMono())
-                    .concatMap(frame -> sendEvent.apply(frame).doOnSuccess(ignored -> audioStarted.tryEmitEmpty()), 1))
-                .then()
-                .doOnSuccess(ignored -> audioStopped.tryEmitEmpty())
-                .then(Mono.never());
-            Mono<Void> renderTranscripts = greeting.quietPeriodsAsync()
-                .doOnNext(ignored -> transcripts.endUtterance()).then();
+                }).then(Mono.defer(() -> finalized.get() ? Mono.empty()
+                    : Mono.error(new IllegalStateException("GPT Live disconnected without session.closed."))));
             Mono<Void> conversation = ready.asMono().timeout(GptLiveSampleUtils.TIMEOUT)
-                .then(Mono.defer(() -> interactive ? audioStarted.asMono().timeout(GptLiveSampleUtils.TIMEOUT) : Mono.empty()))
-                .then(Mono.defer(() -> interactive
-                    ? sendEvent.apply(GptLiveSampleUtils.commentary("Hi, how can I help you today?"))
-                        .timeout(GptLiveSampleUtils.TIMEOUT)
-                        .then(greeting.awaitPlaybackAsync(drainAudio))
-                        .then(Mono.fromRunnable(transcripts::endUtterance))
-                    : opening))
-                .then(Mono.defer(() -> GptLiveSampleUtils.promptAsync(sendEvent, nextPrompt, responseCompleted, spoken, transcripts, handler)))
-                .then(Mono.defer(() -> {
-                    handler.requestClose();
-                    stopAudio.tryEmitEmpty();
-                    return (interactive ? audioStopped.asMono() : Mono.<Void>empty())
-                        .then(sendEvent.apply(GptLiveSampleUtils.closeSession()))
-                        .then(closed.asMono()).timeout(GptLiveSampleUtils.TIMEOUT);
-                }));
-            return interactive ? Mono.firstWithSignal(receive, audio, renderTranscripts, conversation)
-                : Mono.firstWithSignal(receive, conversation);
+                .then(Mono.defer(() -> session.sendEvent(GptLiveSampleUtils.userMessage(
+                    "Greet me briefly with: Hi, how can I help you today?"))
+                    .then(session.sendEvent(GptLiveSampleUtils.responseCreate()))
+                    .timeout(GptLiveSampleUtils.TIMEOUT)))
+                .then(Mono.fromRunnable(() -> System.out.println(
+                    "Opening greeting requested. Speak into the microphone. Press Enter to end the call.")))
+                .then(VoiceAgentLiveAudioConversationAsyncSample.waitForEnter(input))
+                .then(closeAudioAsync(audio))
+                .then(Mono.defer(() -> session.sendEvent(GptLiveSampleUtils.closeSession())
+                    .then(closed.asMono()).timeout(GptLiveSampleUtils.TIMEOUT)));
+            return Mono.firstWithSignal(receive, conversation);
         });
     }
 
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationAsyncSample.java
new file mode 100644
index 0000000000000..73bace02e2a3b
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationAsyncSample.java
@@ -0,0 +1,195 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionAsyncClient;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ServerEvent;
+import com.openai.models.responses.ResponseStreamEvent;
+import java.io.BufferedReader;
+import java.io.Console;
+import java.io.InputStreamReader;
+import java.io.Reader;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Consumer;
+import java.util.function.Function;
+import java.util.function.Supplier;
+import reactor.core.publisher.Flux;
+import reactor.core.publisher.Mono;
+import reactor.core.publisher.Sinks;
+import reactor.core.scheduler.Schedulers;
+
+/**
+ * Advanced asynchronous console conversation with speaker playback and frontend transcripts.
+ * Uses the same settings as {@link GptLiveTextConversationAsyncSample}. Blocking device and console work runs
+ * off the WebSocket thread. Silent PCM input while typing consumes voice-session usage.
+ * Greeting completion uses a one-second speech-inactivity heuristic and speaker drain.
+ * Blank input, EOF, exit, or quit requests graceful closure. A noninterruptible console read may require Enter
+ * after remote closure. Standard input is not closed. The standalone main shuts down shared Reactor schedulers.
+ */
+public class GptLiveInteractiveTextConversationAsyncSample {
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_PROJECT_ENDPOINT");
+        String model = configuration.get("FOUNDRY_GPT_LIVE_MODEL");
+        String backendModel = configuration.get("FOUNDRY_GPT_LIVE_BACKEND_MODEL");
+        if (model == null) {
+            model = "gpt-live-1";
+        } else if (model.trim().isEmpty()) {
+            throw new IllegalArgumentException("FOUNDRY_GPT_LIVE_MODEL must not be blank.");
+        }
+        if (backendModel == null) {
+            backendModel = "gpt-5.6-terra";
+        } else if (backendModel.trim().isEmpty()) {
+            throw new IllegalArgumentException("FOUNDRY_GPT_LIVE_BACKEND_MODEL must not be blank.");
+        }
+        boolean keepAgent = Boolean.parseBoolean(configuration.get("FOUNDRY_KEEP_GPT_LIVE_AGENT", "false"));
+        boolean store = Boolean.parseBoolean(configuration.get("FOUNDRY_GPT_LIVE_STORE", "false"));
+        AgentsClientBuilder builder = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build()).allowPreview(true);
+        Console console = System.console();
+        try (GptLiveSampleUtils.AgentResource agent
+            = GptLiveSampleUtils.createAgent(builder, model, backendModel, "interactive-async", false, keepAgent)) {
+            Mono.usingWhen(builder.beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession(agent.name, new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store)),
+                session -> Mono.usingWhen(
+                    Mono.fromCallable(VoiceAgentRealtimeSampleUtils.SpeakerPlayer::new)
+                        .subscribeOn(Schedulers.boundedElastic()),
+                    player -> runInteractiveConversationAsync(session,
+                        console == null ? new InputStreamReader(System.in) : console.reader(), player::play, player::drain),
+                    player -> Mono.<Void>fromRunnable(player::close).subscribeOn(Schedulers.boundedElastic())),
+                BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync,
+                (session, error) -> session.closeAsync(),
+                BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync).block();
+        } finally {
+            Schedulers.shutdownNow();
+        }
+    }
+
+    static Mono<Void> runInteractiveConversationAsync(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session, Reader input,
+        Consumer<byte[]> playAudio, Runnable drainAudio) {
+        return Mono.defer(() -> runInteractiveConversationAsync(session.receiveEvents(), session::sendEvent,
+            () -> "transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason(),
+            input, playAudio, drainAudio));
+    }
+
+    static Mono<Void> runInteractiveConversationAsync(Flux<ServerEvent> events,
+        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails, Reader input,
+        Consumer<byte[]> playAudio, Runnable drainAudio) {
+        return Mono.defer(() -> {
+            System.out.println("Type a message and press Enter. Blank line, 'exit' or 'quit' ends the session.");
+            System.out.println("Interactive voice streams silent audio while you type; voice usage is billable.");
+            BufferedReader console = input instanceof BufferedReader ? (BufferedReader) input : new BufferedReader(input);
+            GptLiveSampleUtils.AudioTranscriptPrinter transcripts
+                = new GptLiveSampleUtils.AudioTranscriptPrinter(System.console() != null, true);
+            GptLiveSampleUtils.Greeting greeting = new GptLiveSampleUtils.Greeting();
+            Sinks.Empty<Void> ready = Sinks.empty();
+            Sinks.Empty<Void> closed = Sinks.empty();
+            Sinks.Empty<Void> audioStarted = Sinks.empty();
+            Sinks.Empty<Void> stopAudio = Sinks.empty();
+            Sinks.Empty<Void> audioStopped = Sinks.empty();
+            AtomicBoolean started = new AtomicBoolean();
+            AtomicBoolean closing = new AtomicBoolean();
+            AtomicBoolean finalized = new AtomicBoolean();
+            AtomicBoolean remoteHangup = new AtomicBoolean();
+            AtomicReference<Sinks.Empty<Void>> responseCompleted = new AtomicReference<>();
+            Mono<Void> receive = events.publishOn(Schedulers.boundedElastic(), 1)
+                .takeUntil(ServerEvent::isSessionClosed)
+                .doOnNext(event -> {
+                    transcripts.print(event);
+                    if (event.isSessionOutputAudioDelta()) {
+                        byte[] pcm = GptLiveSampleUtils.decodeAudio(event);
+                        playAudio.accept(pcm);
+                        greeting.onAudio(pcm);
+                    } else if (event.isSessionOutputTranscriptDelta()
+                        && !event.asSessionOutputTranscriptDelta().delta().trim().isEmpty()) {
+                        greeting.onTranscript();
+                    }
+                    if (event.isSessionStarted()) {
+                        if (!started.compareAndSet(false, true)) {
+                            throw new IllegalStateException("Duplicate session.started event.");
+                        }
+                        ready.tryEmitEmpty();
+                    } else if (event.isResponseEvent()) {
+                        ResponseStreamEvent response = GptLiveSampleUtils.backendEvent(event);
+                        if (response.isCompleted()) {
+                            Sinks.Empty<Void> completion = responseCompleted.getAndSet(null);
+                            if (!started.get() || (completion != null && closing.get())) {
+                                throw new IllegalStateException("Unexpected GPT Live response lifecycle event.");
+                            }
+                            if (completion != null) {
+                                completion.tryEmitEmpty();
+                            }
+                        }
+                    } else if (event.isSessionClosed()) {
+                        String reason = event.asSessionClosed().reason().toString();
+                        remoteHangup.set(started.get() && "remote_hangup".equals(reason));
+                        if (!remoteHangup.get() && !(closing.get() && "close_requested".equals(reason))) {
+                            throw new IllegalStateException("GPT Live closed before all turns completed. Event: "
+                                + event + "; " + closeDetails.get());
+                        }
+                        finalized.set(true);
+                        System.out.println("Live session closed (" + reason + ").");
+                        closed.tryEmitEmpty();
+                    }
+                })
+                .then(Mono.defer(() -> {
+                    if (!finalized.get()) {
+                        return Mono.error(new IllegalStateException("GPT Live disconnected without session.closed."));
+                    }
+                    return remoteHangup.get() ? Mono.empty() : Mono.<Void>never();
+                }));
+            Mono<Void> audio = ready.asMono()
+                .thenMany(GptLiveSampleUtils.silenceFramesAsync().takeUntilOther(stopAudio.asMono())
+                    .concatMap(frame -> sendEvent.apply(frame).doOnSuccess(ignored -> audioStarted.tryEmitEmpty()), 1))
+                .then().doOnSuccess(ignored -> audioStopped.tryEmitEmpty()).then(Mono.never());
+            Mono<Void> renderTranscripts = greeting.quietPeriodsAsync()
+                .doOnNext(ignored -> transcripts.endUtterance()).then();
+            Mono<Void> conversation = ready.asMono().timeout(GptLiveSampleUtils.TIMEOUT)
+                .then(audioStarted.asMono().timeout(GptLiveSampleUtils.TIMEOUT))
+                .then(Mono.defer(() -> sendEvent.apply(GptLiveSampleUtils.commentary("Hi, how can I help you today?"))))
+                .timeout(GptLiveSampleUtils.TIMEOUT)
+                .then(greeting.awaitPlaybackAsync(drainAudio))
+                .then(Mono.fromRunnable(transcripts::endUtterance))
+                .then(Mono.defer(() -> readTurns(console, transcripts, sendEvent, responseCompleted)))
+                .then(Mono.defer(() -> {
+                    closing.set(true);
+                    stopAudio.tryEmitEmpty();
+                    return audioStopped.asMono().then(sendEvent.apply(GptLiveSampleUtils.closeSession()))
+                        .then(closed.asMono()).timeout(GptLiveSampleUtils.TIMEOUT);
+                }));
+            return Mono.firstWithSignal(receive, audio, renderTranscripts, conversation)
+                .doFinally(ignored -> transcripts.endInput());
+        });
+    }
+
+    static Mono<String> readPromptAsync(Reader input) {
+        return readPromptAsync(input, new GptLiveSampleUtils.AudioTranscriptPrinter());
+    }
+
+    private static Mono<String> readPromptAsync(Reader input, GptLiveSampleUtils.AudioTranscriptPrinter transcripts) {
+        return Mono.defer(() -> {
+            BufferedReader reader = input instanceof BufferedReader ? (BufferedReader) input : new BufferedReader(input);
+            return Mono.fromCallable(() -> GptLiveSampleUtils.readPromptBlocking(reader, transcripts))
+                .subscribeOn(Schedulers.boundedElastic()).doOnCancel(transcripts::endInput);
+        });
+    }
+
+    private static Mono<Void> readTurns(Reader input, GptLiveSampleUtils.AudioTranscriptPrinter transcripts,
+        Function<ClientEvent, Mono<Void>> sendEvent, AtomicReference<Sinks.Empty<Void>> responseCompleted) {
+        return readPromptAsync(input, transcripts).flatMap(text -> {
+            Sinks.Empty<Void> completion = Sinks.empty();
+            responseCompleted.set(completion);
+            return sendEvent.apply(GptLiveSampleUtils.userMessage(text))
+                .then(sendEvent.apply(GptLiveSampleUtils.responseCreate()))
+                .then(completion.asMono()).timeout(GptLiveSampleUtils.TIMEOUT)
+                .then(Mono.defer(() -> readTurns(input, transcripts, sendEvent, responseCompleted)));
+        });
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationSample.java
new file mode 100644
index 0000000000000..4a7c0790e43e2
--- /dev/null
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveInteractiveTextConversationSample.java
@@ -0,0 +1,217 @@
+// Copyright (c) Microsoft Corporation. All rights reserved.
+// Licensed under the MIT License.
+
+package com.azure.ai.agents.voice;
+
+import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionClient;
+import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
+import com.azure.core.util.Configuration;
+import com.azure.identity.DefaultAzureCredentialBuilder;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ServerEvent;
+import com.openai.models.responses.ResponseStreamEvent;
+import java.io.BufferedReader;
+import java.io.Console;
+import java.io.InputStreamReader;
+import java.io.Reader;
+import java.util.concurrent.BlockingQueue;
+import java.util.concurrent.ExecutionException;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.concurrent.LinkedBlockingQueue;
+import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicBoolean;
+import java.util.concurrent.atomic.AtomicReference;
+import java.util.function.Consumer;
+import reactor.core.scheduler.Schedulers;
+
+/**
+ * Advanced synchronous console conversation with spoken greetings, speaker playback, and frontend transcripts.
+ * Uses the same environment variables as {@link GptLiveTextConversationSample}.
+ * Silent PCM input keeps the voice session active while typing and consumes voice-session usage.
+ * Greeting and transcript boundaries use a one-second speech-inactivity heuristic, not a service completion event.
+ * Blank input, EOF, exit, or quit requests graceful closure. A noninterruptible console read may require Enter
+ * after remote closure. Standard input is not closed. The standalone main shuts down shared Reactor schedulers.
+ */
+public class GptLiveInteractiveTextConversationSample {
+    public static void main(String[] args) {
+        Configuration configuration = Configuration.getGlobalConfiguration();
+        String endpoint = GptLiveSampleUtils.requireSetting(configuration, "FOUNDRY_PROJECT_ENDPOINT");
+        String model = configuration.get("FOUNDRY_GPT_LIVE_MODEL");
+        String backendModel = configuration.get("FOUNDRY_GPT_LIVE_BACKEND_MODEL");
+        if (model == null) {
+            model = "gpt-live-1";
+        } else if (model.trim().isEmpty()) {
+            throw new IllegalArgumentException("FOUNDRY_GPT_LIVE_MODEL must not be blank.");
+        }
+        if (backendModel == null) {
+            backendModel = "gpt-5.6-terra";
+        } else if (backendModel.trim().isEmpty()) {
+            throw new IllegalArgumentException("FOUNDRY_GPT_LIVE_BACKEND_MODEL must not be blank.");
+        }
+        boolean keepAgent = Boolean.parseBoolean(configuration.get("FOUNDRY_KEEP_GPT_LIVE_AGENT", "false"));
+        boolean store = Boolean.parseBoolean(configuration.get("FOUNDRY_GPT_LIVE_STORE", "false"));
+        AgentsClientBuilder builder = new AgentsClientBuilder().endpoint(endpoint)
+            .credential(new DefaultAzureCredentialBuilder().build()).allowPreview(true);
+        Console console = System.console();
+        try (GptLiveSampleUtils.AgentResource agent
+            = GptLiveSampleUtils.createAgent(builder, model, backendModel, "interactive", false, keepAgent);
+            BetaVoiceAgentsLiveWebSocketSessionClient session = builder.beta()
+                .buildBetaVoiceAgentsLiveWebSocketClient()
+                .openWebSocketSession(agent.name, new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store));
+            VoiceAgentRealtimeSampleUtils.SpeakerPlayer player = new VoiceAgentRealtimeSampleUtils.SpeakerPlayer()) {
+            runInteractiveConversation(session, console == null ? new InputStreamReader(System.in) : console.reader(),
+                player::play, player::drain);
+            player.drain();
+        } finally {
+            Schedulers.shutdownNow();
+        }
+    }
+
+    static void runInteractiveConversation(BetaVoiceAgentsLiveWebSocketSessionClient session, Reader input,
+        Consumer<byte[]> playAudio, Runnable drainAudio) {
+        System.out.println("Type a message and press Enter. Blank line, 'exit' or 'quit' ends the session.");
+        System.out.println("Interactive voice streams silent audio while you type; voice usage is billable.");
+        BufferedReader console = input instanceof BufferedReader ? (BufferedReader) input : new BufferedReader(input);
+        ExecutorService workers = Executors.newFixedThreadPool(2, task -> {
+            Thread thread = new Thread(task, "gpt-live-interactive-text");
+            thread.setDaemon(true);
+            return thread;
+        });
+        BlockingQueue<ServerEvent> pending = new LinkedBlockingQueue<>(256);
+        AtomicReference<RuntimeException> receiveFailure = new AtomicReference<>();
+        AtomicBoolean receiveEnded = new AtomicBoolean();
+        GptLiveSampleUtils.AudioTranscriptPrinter transcripts
+            = new GptLiveSampleUtils.AudioTranscriptPrinter(System.console() != null, true);
+        Future<?> receiver = workers.submit(() -> {
+            try {
+                for (ServerEvent event : session.receiveEvents(GptLiveSampleUtils.TIMEOUT)) {
+                    pending.put(event);
+                    if (event.isSessionClosed()) {
+                        break;
+                    }
+                }
+            } catch (InterruptedException error) {
+                Thread.currentThread().interrupt();
+            } catch (RuntimeException error) {
+                receiveFailure.set(error);
+            } finally {
+                receiveEnded.set(true);
+            }
+        });
+        Future<String> prompt = null;
+        boolean started = false;
+        boolean awaitingResponse = false;
+        boolean closing = false;
+        boolean greetingComplete = false;
+        boolean greetingAudio = false;
+        boolean greetingTranscript = false;
+        long deadline = System.nanoTime() + GptLiveSampleUtils.TIMEOUT.toNanos();
+        long nextAudio = 0;
+        long quietSince = 0;
+        ClientEvent silence = GptLiveSampleUtils.audio(new byte[960]);
+        try {
+            while (true) {
+                ServerEvent event = pending.poll(20, TimeUnit.MILLISECONDS);
+                long now = System.nanoTime();
+                if (event != null) {
+                    transcripts.print(event);
+                    if (event.isSessionOutputAudioDelta()) {
+                        byte[] pcm = GptLiveSampleUtils.decodeAudio(event);
+                        playAudio.accept(pcm);
+                        if (GptLiveSampleUtils.hasSpeech(pcm)) {
+                            greetingAudio = true;
+                            quietSince = now;
+                        }
+                    } else if (event.isSessionOutputTranscriptDelta()
+                        && !event.asSessionOutputTranscriptDelta().delta().trim().isEmpty()) {
+                        greetingTranscript = true;
+                        quietSince = now;
+                    }
+                    if (event.isSessionStarted()) {
+                        if (started) {
+                            throw new IllegalStateException("Duplicate session.started event.");
+                        }
+                        started = true;
+                        session.sendEvent(silence);
+                        nextAudio = now + TimeUnit.MILLISECONDS.toNanos(20);
+                        session.sendEvent(GptLiveSampleUtils.commentary("Hi, how can I help you today?"));
+                    } else if (event.isResponseEvent()) {
+                        ResponseStreamEvent response = GptLiveSampleUtils.backendEvent(event);
+                        if (response.isCompleted()) {
+                            if (!started || (awaitingResponse && closing)) {
+                                throw new IllegalStateException("Unexpected GPT Live response lifecycle event.");
+                            }
+                            awaitingResponse = false;
+                        }
+                    } else if (event.isSessionClosed()) {
+                        String reason = event.asSessionClosed().reason().toString();
+                        if (!(started && "remote_hangup".equals(reason))
+                            && !(closing && "close_requested".equals(reason))) {
+                            throw new IllegalStateException("GPT Live closed before all turns completed. Event: "
+                                + event + "; transport close code=" + session.getCloseCode()
+                                + ", reason=" + session.getCloseReason());
+                        }
+                        System.out.println("Live session closed (" + reason + ").");
+                        return;
+                    }
+                } else if (receiveEnded.get()) {
+                    if (receiveFailure.get() != null) {
+                        throw receiveFailure.get();
+                    }
+                    throw new IllegalStateException("GPT Live disconnected without session.closed.");
+                }
+                if (started && !closing && now >= nextAudio) {
+                    session.sendEvent(silence);
+                    nextAudio = System.nanoTime() + TimeUnit.MILLISECONDS.toNanos(20);
+                }
+                if (greetingAudio && greetingTranscript && quietSince != 0
+                    && now - quietSince >= TimeUnit.SECONDS.toNanos(1)) {
+                    transcripts.endUtterance();
+                    quietSince = 0;
+                    if (!greetingComplete) {
+                        drainAudio.run();
+                        greetingComplete = true;
+                    }
+                }
+                boolean canReadPrompt = started && greetingComplete && !awaitingResponse && !closing;
+                if (canReadPrompt && prompt == null) {
+                    prompt = workers.submit(() -> GptLiveSampleUtils.readPromptBlocking(console, transcripts));
+                }
+                if (prompt != null && prompt.isDone()) {
+                    String text = prompt.get();
+                    prompt = null;
+                    deadline = System.nanoTime() + GptLiveSampleUtils.TIMEOUT.toNanos();
+                    if (text == null) {
+                        closing = true;
+                        session.sendEvent(GptLiveSampleUtils.closeSession());
+                    } else {
+                        awaitingResponse = true;
+                        session.sendEvent(GptLiveSampleUtils.userMessage(text));
+                        session.sendEvent(GptLiveSampleUtils.responseCreate());
+                    }
+                }
+                if (!canReadPrompt && now >= deadline) {
+                    throw new IllegalStateException("Timed out waiting for the GPT Live conversation.");
+                }
+            }
+        } catch (InterruptedException error) {
+            Thread.currentThread().interrupt();
+            throw new IllegalStateException("GPT Live conversation interrupted.", error);
+        } catch (ExecutionException error) {
+            if (error.getCause() instanceof RuntimeException) {
+                throw (RuntimeException) error.getCause();
+            }
+            throw new IllegalStateException("Unable to read console input.", error.getCause());
+        } finally {
+            receiver.cancel(true);
+            if (prompt != null) {
+                prompt.cancel(true);
+            }
+            transcripts.endInput();
+            workers.shutdownNow();
+        }
+    }
+}
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveSampleUtils.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveSampleUtils.java
index 41697c5bd6af7..aed920db6ea89 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveSampleUtils.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveSampleUtils.java
@@ -35,10 +35,7 @@
 import java.util.concurrent.BlockingQueue;
 import java.util.concurrent.LinkedBlockingQueue;
 import java.util.concurrent.atomic.AtomicBoolean;
-import java.util.concurrent.atomic.AtomicReference;
 import java.util.function.Function;
-import java.util.function.Predicate;
-import java.util.function.Supplier;
 import javax.sound.sampled.AudioFormat;
 import javax.sound.sampled.AudioSystem;
 import javax.sound.sampled.LineUnavailableException;
@@ -77,28 +74,6 @@ static String readPromptBlocking(BufferedReader reader, AudioTranscriptPrinter t
         }
     }
 
-    static Mono<Void> promptAsync(Function<ClientEvent, Mono<Void>> sendEvent,
-        Function<AudioTranscriptPrinter, Mono<String>> nextPrompt,
-        AtomicReference<Sinks.Empty<Void>> responseCompleted, boolean spoken,
-        AudioTranscriptPrinter transcripts, ConversationEventHandler<?> handler) {
-        return nextPrompt.apply(transcripts).flatMap(text -> {
-            Sinks.Empty<Void> completion = Sinks.empty();
-            responseCompleted.set(completion);
-            handler.beginResponse();
-            if (!spoken) {
-                System.out.print("Assistant: ");
-                System.out.flush();
-            }
-            return sendEvent.apply(userMessage(text))
-                .then(sendEvent.apply(responseCreate()))
-                .then(completion.asMono()).timeout(TIMEOUT)
-                .thenReturn(true);
-        }).defaultIfEmpty(false)
-            .flatMap(keepGoing -> keepGoing
-                ? Mono.defer(() -> promptAsync(sendEvent, nextPrompt, responseCompleted, spoken, transcripts, handler))
-                : Mono.empty());
-    }
-
     static Flux<ClientEvent> silenceFramesAsync() {
         // Twenty milliseconds of 24-kHz mono PCM16LE.
         ClientEvent silence = audio(new byte[960]);
@@ -137,104 +112,6 @@ Flux<Long> quietPeriodsAsync() {
         }
     }
 
-    abstract static class ConversationEventHandler<T> {
-        private final boolean spoken;
-        private final Supplier<String> closeDetails;
-        private final Predicate<String> acceptClose;
-        private volatile boolean started;
-        private volatile boolean awaitingResponse;
-        private volatile boolean closing;
-        private volatile boolean finalized;
-        private volatile boolean remoteHangup;
-
-        ConversationEventHandler(boolean spoken, Supplier<String> closeDetails, Predicate<String> acceptClose) {
-            this.spoken = spoken;
-            this.closeDetails = closeDetails;
-            this.acceptClose = acceptClose;
-        }
-
-        final boolean canStreamAudio() {
-            return spoken && started && !closing;
-        }
-
-        final boolean canReadPrompt(boolean greetingComplete) {
-            return started && greetingComplete && !awaitingResponse && !closing;
-        }
-
-        final void beginResponse() {
-            awaitingResponse = true;
-        }
-
-        final void requestClose() {
-            closing = true;
-        }
-
-        final boolean awaitConversationAfterReceive() {
-            if (!finalized) {
-                throw new IllegalStateException("GPT Live disconnected without session.closed.");
-            }
-            return !remoteHangup;
-        }
-
-        final T process(ServerEvent event) {
-            if (event.isSessionStarted()) {
-                if (started) {
-                    throw new IllegalStateException("Duplicate session.started event.");
-                }
-                started = true;
-                return onStarted();
-            }
-            ResponseStreamEvent backend = backendEvent(event);
-            if (backend != null) {
-                if (backend.isCompleted()) {
-                    // Spoken greetings or unsolicited responses have no pending prompt, even during closure.
-                    if (spoken && started && !awaitingResponse) {
-                        return ignored();
-                    }
-                    // Otherwise, completion requires a pending response in a started session that is not closing.
-                    if (!started || !awaitingResponse || closing) {
-                        throw new IllegalStateException("Unexpected GPT Live response lifecycle event.");
-                    }
-                }
-                return onResponse(backend);
-            }
-            if (event.isSessionClosed()) {
-                String reason = event.asSessionClosed().reason().toString();
-                boolean remote = started && "remote_hangup".equals(reason);
-                boolean accepted = acceptClose.test(reason);
-                // Allow a remote hangup after startup, a caller-accepted reason, or acknowledgment of our close request.
-                if (!remote && !accepted && !(closing && "close_requested".equals(reason))) {
-                    throw new IllegalStateException("GPT Live closed before all turns completed. Event: " + event
-                        + "; " + closeDetails.get());
-                }
-                remoteHangup = remote || accepted;
-                finalized = true;
-                System.out.println("Live session closed (" + reason + ").");
-                return onClosed();
-            }
-            return ignored();
-        }
-
-        final boolean completeResponse(boolean continuation) {
-            if (continuation) {
-                return false;
-            }
-            awaitingResponse = false;
-            if (!spoken) {
-                System.out.println();
-            }
-            return true;
-        }
-
-        abstract T onStarted();
-
-        abstract T onResponse(ResponseStreamEvent event);
-
-        abstract T onClosed();
-
-        abstract T ignored();
-    }
-
     static byte[] decodeAudio(ServerEvent event) {
         byte[] pcm = Base64.getDecoder().decode(event.asSessionOutputAudioDelta().delta());
         if (pcm.length % 2 != 0) {
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java
index d3a19df7d40ba..2837066a826f4 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationAsyncSample.java
@@ -5,14 +5,29 @@
 
 import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionAsyncClient;
 import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.AgentsClient;
+import com.azure.ai.agents.models.CreateAgentVersionInput;
+import com.azure.ai.agents.models.VoiceAgentLiveDefinition;
+import com.azure.ai.agents.models.VoiceAgentLiveResponsesDelegation;
+import com.openai.models.live.ResponsesDelegationConfig;
+import com.openai.models.live.SessionConfig;
+import com.openai.core.JsonValue;
+import com.openai.models.live.ClientEvent;
+import com.openai.models.live.ResponseCreateEvent;
+import com.openai.models.live.ResponseItemCreateEvent;
+import com.openai.models.live.SessionCloseEvent;
+import com.openai.models.responses.EasyInputMessage;
+import com.openai.models.responses.ResponseInputContent;
+import com.openai.models.responses.ResponseInputText;
 import com.azure.core.util.Configuration;
 import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 import com.openai.models.live.ServerEvent;
 import com.openai.models.responses.ResponseStreamEvent;
-import java.io.Console;
-import java.io.InputStreamReader;
 import java.util.Arrays;
+import java.util.Collections;
+import java.util.UUID;
+import java.time.Duration;
 import java.util.List;
 import java.util.concurrent.atomic.AtomicBoolean;
 import java.util.concurrent.atomic.AtomicReference;
@@ -20,30 +35,13 @@
 import reactor.core.publisher.Mono;
 import reactor.core.publisher.Sinks;
 import reactor.core.scheduler.Schedulers;
-import com.openai.models.live.ClientEvent;
-import java.io.BufferedReader;
-import java.io.Reader;
-import java.util.function.Consumer;
-import java.util.function.Function;
-import java.util.function.Predicate;
-import java.util.function.Supplier;
 
 
 /**
  * Runs a nonblocking, multi-turn GPT Live text conversation using Responses delegation.
- * Type messages interactively; a blank line, exit or quit ends the session.
- * Alternatively, pass prompts as command-line arguments for a scripted conversation.
- * Console lines are read on a worker, off the WebSocket thread.
- * After a remote disconnect, a pending console read may require Enter to release the input worker.
- * Interactive mode requests a spoken greeting, plays 24-kHz PCM16 replies, and prints the voice frontend's transcripts.
- * Before the first prompt, it waits for greeting audio and text, one second of speech inactivity, and speaker drain.
- * The quiet-period boundary is a heuristic, not a service speech-completion event.
- * Assistant transcript fragments are assembled into utterances using the speech-inactivity heuristic.
- * Completed utterances wait until Enter if input is active; incomplete text is not flushed by input submission.
- * Audio continues playing while typing on the You: line.
- * It streams real-time silent PCM input instead of a microphone; voice usage continues while you type.
- * Backend completion allows another typed prompt; it does not mean that spoken output has finished.
- * Scripted mode prints backend text without requiring a speaker.
+ * Pass each prompt as a command-line argument, or run without arguments for one example question.
+ * Prints backend text without console input, audio devices, or silent PCM.
+ * See {@link GptLiveInteractiveTextConversationAsyncSample} for the advanced console-and-speaker scenario.
  * Agent creation/deletion run outside the asynchronous session on the main thread.
  * The uniquely named agent is deleted unless FOUNDRY_KEEP_GPT_LIVE_AGENT=true.
  * The standalone main method shuts down shared Reactor schedulers on exit; do not invoke it inside a shared application.
@@ -86,20 +84,32 @@ public static void main(String[] args) {
         AgentsClientBuilder builder = new AgentsClientBuilder().endpoint(endpoint)
             .credential(new DefaultAzureCredentialBuilder().build())
             .allowPreview(true);
-        Console console = System.console();
-        try (GptLiveSampleUtils.AgentResource agent
-            = GptLiveSampleUtils.createAgent(builder, model, backendModel, "text-async", false, keepAgent)) {
-            Mono.usingWhen(agent.builder.beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient()
-                .openWebSocketSession(agent.name, new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store)),
-                session -> args.length == 0
-                    ? runInteractiveConversationAsync(session,
-                        console == null ? new InputStreamReader(System.in) : console.reader())
-                    : runConversation(session, Arrays.asList(args)),
+        VoiceAgentLiveDefinition definition = new VoiceAgentLiveDefinition(model)
+            .setInstructions("You are a helpful voice assistant. Delegate requests to your Responses backend.")
+            .setAudio(SessionConfig.Audio.builder()
+                .audioPcmFormat(com.openai.models.live.AudioFormat.AudioPcm.Rate._24000).build())
+            .setDelegation(new VoiceAgentLiveResponsesDelegation(ResponsesDelegationConfig.builder()
+                .model(backendModel).instructions("Answer the user briefly and helpfully.").build()));
+        String agentName = "gpt-live-text-async-" + UUID.randomUUID();
+        AgentsClient agents = builder.buildAgentsClient();
+        agents.createAgentVersion(agentName, new CreateAgentVersionInput(definition));
+        System.out.println("Created GPT Live agent: " + agentName);
+        try {
+            Mono.usingWhen(builder.beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient()
+                .openWebSocketSession(agentName, new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store)),
+                session -> runConversation(session,
+                    Arrays.asList(args.length == 0 ? new String[] { "What can you help me with?" } : args)),
                 BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync,
                 (session, error) -> session.closeAsync(),
                 BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync).block();
         } finally {
-            Schedulers.shutdownNow();
+            try {
+                if (!keepAgent) {
+                    agents.deleteAgent(agentName);
+                }
+            } finally {
+                Schedulers.shutdownNow();
+            }
         }
     }
 
@@ -116,14 +126,22 @@ static Mono<Void> runConversation(BetaVoiceAgentsLiveWebSocketSessionAsyncClient
                 .publishOn(Schedulers.boundedElastic(), 1)
                 .takeUntil(ServerEvent::isSessionClosed)
                 .doOnNext(event -> {
-                    GptLiveSampleUtils.printEvent(event);
+                    GptLiveSampleUtils.checkError(event);
                     if (event.isSessionStarted()) {
                         if (!started.compareAndSet(false, true)) {
                             throw new IllegalStateException("Duplicate session.started event.");
                         }
+                        JsonValue conversationId = event.asSessionStarted()._additionalProperties().get("conversation_id");
+                        System.out.println(conversationId != null && conversationId.asString().isPresent()
+                            ? "Live session started; conversation_id=" + conversationId.asString().get()
+                            : "Live session started; conversation_id not provided (persistence may be disabled).");
                         ready.tryEmitEmpty();
                     } else if (event.isResponseEvent()) {
-                        ResponseStreamEvent response = GptLiveSampleUtils.backendEvent(event);
+                        ResponseStreamEvent response = JsonValue.from(event.asResponseEvent().event()._additionalProperties())
+                            .convert(ResponseStreamEvent.class);
+                        if (response.isOutputTextDelta()) {
+                            System.out.print(response.asOutputTextDelta().delta());
+                        }
                         if (response.isCompleted()) {
                             Sinks.Empty<Void> completion = responseCompleted.getAndSet(null);
                             if (!started.get() || completion == null || closing.get()) {
@@ -151,180 +169,28 @@ static Mono<Void> runConversation(BetaVoiceAgentsLiveWebSocketSessionAsyncClient
                     }
                     return remoteHangup.get() ? Mono.empty() : Mono.<Void>never();
                 }));
-            Mono<Void> conversation = ready.asMono().timeout(GptLiveSampleUtils.TIMEOUT)
+            Mono<Void> conversation = ready.asMono().timeout(Duration.ofSeconds(60))
                 .thenMany(Flux.fromIterable(prompts).concatMap(prompt -> Mono.defer(() -> {
                     Sinks.Empty<Void> completion = Sinks.empty();
                     responseCompleted.set(completion);
                     System.out.println("You: " + prompt);
                     System.out.print("Assistant: ");
-                    return session.sendEvent(GptLiveSampleUtils.userMessage(prompt))
-                        .then(session.sendEvent(GptLiveSampleUtils.responseCreate()))
-                        .then(completion.asMono()).timeout(GptLiveSampleUtils.TIMEOUT);
+                    return session.sendEvent(ClientEvent.ofResponseItemCreate(ResponseItemCreateEvent.builder()
+                        .item(EasyInputMessage.builder().role(EasyInputMessage.Role.USER)
+                            .type(EasyInputMessage.Type.MESSAGE)
+                            .contentOfResponseInputMessageContentList(Collections.singletonList(
+                                ResponseInputContent.ofInputText(ResponseInputText.builder().text(prompt).build())))
+                            .build()).build()))
+                        .then(session.sendEvent(ClientEvent.ofResponseCreate(ResponseCreateEvent.builder().build())))
+                        .then(completion.asMono()).timeout(Duration.ofSeconds(60));
                 }), 1))
                 .then(Mono.defer(() -> {
                     closing.set(true);
-                    return session.sendEvent(GptLiveSampleUtils.closeSession())
-                        .then(closed.asMono()).timeout(GptLiveSampleUtils.TIMEOUT);
+                    return session.sendEvent(ClientEvent.ofSessionClose(SessionCloseEvent.builder().build()))
+                        .then(closed.asMono()).timeout(Duration.ofSeconds(60));
                 }));
             return Mono.firstWithSignal(receive, conversation);
         });
     }
 
-    static Mono<Void> runInteractiveConversationAsync(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session, Reader input) {
-        return Mono.usingWhen(
-            Mono.fromCallable(VoiceAgentRealtimeSampleUtils.SpeakerPlayer::new)
-                .subscribeOn(Schedulers.boundedElastic()),
-            player -> runInteractiveConversationAsync(session, input, player::play, player::drain),
-            player -> Mono.<Void>fromRunnable(() -> {
-                boolean speakerEnabled = player.isEnabled();
-                try {
-                    player.close();
-                } finally {
-                    System.out.printf("(received %.2fs of reply audio%s)%n",
-                        player.getSecondsReceived(), speakerEnabled ? " and played it" : "");
-                }
-            }).subscribeOn(Schedulers.boundedElastic()));
-    }
-
-    static Mono<Void> runInteractiveConversationAsync(BetaVoiceAgentsLiveWebSocketSessionAsyncClient session, Reader input,
-        Consumer<byte[]> playAudio, Runnable drainAudio) {
-        return Mono.defer(() -> runInteractiveConversationAsync(session.receiveEvents(), session::sendEvent,
-            () -> "transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason(),
-            input, playAudio, drainAudio));
-    }
-
-    static Mono<Void> runInteractiveConversationAsync(Flux<ServerEvent> events,
-        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails, Reader input,
-        Consumer<byte[]> playAudio, Runnable drainAudio) {
-        return Mono.defer(() -> {
-            System.out.println("Type a message and press Enter. Blank line, 'exit' or 'quit' ends the session.");
-            System.out.println("Interactive voice streams silent audio while you type; voice usage is billable.");
-            BufferedReader console = input instanceof BufferedReader ? (BufferedReader) input : new BufferedReader(input);
-            return runConversationAsync(events, sendEvent, closeDetails, transcripts -> readPromptAsync(console, transcripts),
-                playAudio, drainAudio, true, null);
-        });
-    }
-
-    static Mono<String> readPromptAsync(Reader input) {
-        return readPromptAsync(input, new GptLiveSampleUtils.AudioTranscriptPrinter());
-    }
-
-    private static Mono<String> readPromptAsync(Reader input, GptLiveSampleUtils.AudioTranscriptPrinter transcripts) {
-        return Mono.defer(() -> {
-            BufferedReader reader = input instanceof BufferedReader ? (BufferedReader) input : new BufferedReader(input);
-            return Mono.fromCallable(() -> GptLiveSampleUtils.readPromptBlocking(reader, transcripts))
-                .subscribeOn(Schedulers.boundedElastic())
-                .doOnCancel(transcripts::endInput);
-        });
-    }
-
-    private static Mono<Void> runConversationAsync(Flux<ServerEvent> events,
-        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails,
-        Function<GptLiveSampleUtils.AudioTranscriptPrinter, Mono<String>> nextPrompt,
-        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken, GptLiveSampleUtils.AudioProcessor microphone) {
-        Mono<Void> opening = microphone == null ? Mono.empty()
-            : Mono.defer(() -> sendEvent.apply(GptLiveSampleUtils.userMessage("Greet me briefly with: Hi, how can I help you today?"))
-                .then(sendEvent.apply(GptLiveSampleUtils.responseCreate()))
-                .then(Mono.fromRunnable(() -> System.out.println(
-                    "Opening greeting requested. Speak into the microphone. Press Enter to end the call."))));
-        return runConversationCoreAsync(events, sendEvent, closeDetails, nextPrompt, playAudio, drainAudio, spoken,
-            spoken && microphone == null, microphone == null && System.console() != null,
-            () -> Mono.fromRunnable(() -> {
-                if (microphone != null) {
-                    microphone.start();
-                }
-            }), opening, backend -> Mono.just(false), reason -> microphone != null);
-    }
-
-    static Mono<Void> runConversationCoreAsync(Flux<ServerEvent> events,
-        Function<ClientEvent, Mono<Void>> sendEvent, Supplier<String> closeDetails,
-        Function<GptLiveSampleUtils.AudioTranscriptPrinter, Mono<String>> nextPrompt,
-        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken, boolean interactive, boolean inputEchoed,
-        Supplier<Mono<Void>> onStarted, Mono<Void> opening,
-        Function<ResponseStreamEvent, Mono<Boolean>> handleResponse, Predicate<String> acceptClose) {
-        return Mono.defer(() -> {
-            GptLiveSampleUtils.AudioTranscriptPrinter transcripts = new GptLiveSampleUtils.AudioTranscriptPrinter(inputEchoed, interactive);
-            GptLiveSampleUtils.Greeting greeting = new GptLiveSampleUtils.Greeting();
-            Sinks.Empty<Void> ready = Sinks.empty();
-            Sinks.Empty<Void> closed = Sinks.empty();
-            Sinks.Empty<Void> audioStarted = Sinks.empty();
-            Sinks.Empty<Void> stopAudio = Sinks.empty();
-            Sinks.Empty<Void> audioStopped = Sinks.empty();
-            AtomicReference<Sinks.Empty<Void>> responseCompleted = new AtomicReference<>();
-            GptLiveSampleUtils.ConversationEventHandler<Mono<Void>> handler
-                = new GptLiveSampleUtils.ConversationEventHandler<Mono<Void>>(spoken, closeDetails, acceptClose) {
-                    @Override
-                    Mono<Void> onStarted() {
-                        return Mono.defer(onStarted).doOnSuccess(ignored -> ready.tryEmitEmpty());
-                    }
-
-                    @Override
-                    Mono<Void> onResponse(ResponseStreamEvent event) {
-                        return Mono.defer(() -> handleResponse.apply(event)).defaultIfEmpty(false)
-                            .doOnNext(continuation -> {
-                                if (event.isCompleted() && completeResponse(continuation)) {
-                                    responseCompleted.getAndSet(null).tryEmitEmpty();
-                                }
-                            }).then();
-                    }
-
-                    @Override
-                    Mono<Void> onClosed() {
-                        return Mono.fromRunnable(() -> closed.tryEmitEmpty());
-                    }
-
-                    @Override
-                    Mono<Void> ignored() {
-                        return Mono.empty();
-                    }
-                };
-            Mono<Void> receive = events
-                .publishOn(Schedulers.boundedElastic(), 1)
-                .takeUntil(ServerEvent::isSessionClosed)
-                .concatMap(event -> Mono.defer(() -> {
-                    if (spoken) {
-                        transcripts.print(event);
-                        if (event.isSessionOutputAudioDelta()) {
-                            byte[] pcm = GptLiveSampleUtils.decodeAudio(event);
-                            playAudio.accept(pcm);
-                            greeting.onAudio(pcm);
-                        } else if (event.isSessionOutputTranscriptDelta()
-                            && !event.asSessionOutputTranscriptDelta().delta().trim().isEmpty()) {
-                            greeting.onTranscript();
-                        }
-                    } else {
-                        GptLiveSampleUtils.printEvent(event);
-                    }
-                    return handler.process(event);
-                }), 1)
-                .then(Mono.defer(() -> handler.awaitConversationAfterReceive() ? Mono.never() : Mono.empty()));
-            Mono<Void> audio = ready.asMono()
-                .thenMany(GptLiveSampleUtils.silenceFramesAsync().takeUntilOther(stopAudio.asMono())
-                    .concatMap(frame -> sendEvent.apply(frame).doOnSuccess(ignored -> audioStarted.tryEmitEmpty()), 1))
-                .then()
-                .doOnSuccess(ignored -> audioStopped.tryEmitEmpty())
-                .then(Mono.never());
-            Mono<Void> renderTranscripts = greeting.quietPeriodsAsync()
-                .doOnNext(ignored -> transcripts.endUtterance()).then();
-            Mono<Void> conversation = ready.asMono().timeout(GptLiveSampleUtils.TIMEOUT)
-                .then(Mono.defer(() -> interactive ? audioStarted.asMono().timeout(GptLiveSampleUtils.TIMEOUT) : Mono.empty()))
-                .then(Mono.defer(() -> interactive
-                    ? sendEvent.apply(GptLiveSampleUtils.commentary("Hi, how can I help you today?"))
-                        .timeout(GptLiveSampleUtils.TIMEOUT)
-                        .then(greeting.awaitPlaybackAsync(drainAudio))
-                        .then(Mono.fromRunnable(transcripts::endUtterance))
-                    : opening))
-                .then(Mono.defer(() -> GptLiveSampleUtils.promptAsync(sendEvent, nextPrompt, responseCompleted, spoken, transcripts, handler)))
-                .then(Mono.defer(() -> {
-                    handler.requestClose();
-                    stopAudio.tryEmitEmpty();
-                    return (interactive ? audioStopped.asMono() : Mono.<Void>empty())
-                        .then(sendEvent.apply(GptLiveSampleUtils.closeSession()))
-                        .then(closed.asMono()).timeout(GptLiveSampleUtils.TIMEOUT);
-                }));
-            return interactive ? Mono.firstWithSignal(receive, audio, renderTranscripts, conversation)
-                : Mono.firstWithSignal(receive, conversation);
-        });
-    }
-
 }
diff --git a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java
index 5f8f20bedbe41..e04d1ce55b07f 100644
--- a/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java
+++ b/sdk/ai/azure-ai-agents/src/samples/java/com/azure/ai/agents/voice/GptLiveTextConversationSample.java
@@ -5,47 +5,41 @@
 
 import com.azure.ai.agents.BetaVoiceAgentsLiveWebSocketSessionClient;
 import com.azure.ai.agents.AgentsClientBuilder;
+import com.azure.ai.agents.AgentsClient;
+import com.azure.ai.agents.models.CreateAgentVersionInput;
+import com.azure.ai.agents.models.VoiceAgentLiveDefinition;
+import com.azure.ai.agents.models.VoiceAgentLiveResponsesDelegation;
 import com.azure.core.util.Configuration;
 import com.azure.ai.agents.models.VoiceAgentLiveWebSocketConnectionOptions;
 import com.azure.identity.DefaultAzureCredentialBuilder;
 import com.openai.models.live.ClientEvent;
+import com.openai.core.JsonValue;
+import com.openai.models.live.ResponseCreateEvent;
+import com.openai.models.live.ResponseItemCreateEvent;
+import com.openai.models.live.SessionCloseEvent;
+import com.openai.models.responses.EasyInputMessage;
+import com.openai.models.responses.ResponseInputContent;
+import com.openai.models.responses.ResponseInputText;
 import com.openai.models.live.ServerEvent;
+import com.openai.models.live.ResponsesDelegationConfig;
+import com.openai.models.live.SessionConfig;
 import com.openai.models.responses.ResponseStreamEvent;
-import java.io.Console;
-import java.io.InputStreamReader;
 import java.util.Arrays;
+import java.util.Collections;
+import java.util.UUID;
+import java.time.Duration;
 import java.util.Iterator;
 import java.util.List;
 import java.util.function.Consumer;
 import java.util.function.Supplier;
 import reactor.core.scheduler.Schedulers;
-import java.io.BufferedReader;
-import java.io.IOException;
-import java.io.Reader;
-import java.util.concurrent.BlockingQueue;
-import java.util.concurrent.ExecutionException;
-import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
-import java.util.concurrent.Future;
-import java.util.concurrent.LinkedBlockingQueue;
-import java.util.concurrent.TimeUnit;
-import java.util.concurrent.atomic.AtomicBoolean;
-import java.util.concurrent.atomic.AtomicReference;
-import java.util.function.Function;
-import java.util.function.Predicate;
 
 
 /**
  * Runs a synchronous, multi-turn GPT Live text conversation using Responses delegation.
- * Type messages interactively; a blank line, exit or quit ends the session.
- * Alternatively, pass prompts as command-line arguments for a scripted conversation.
- * Interactive mode plays a spoken greeting and replies, and prints frontend transcripts instead of backend notes.
- * It streams silent PCM while typing; voice usage is billable. Greeting completion uses the same speech-inactivity
- * heuristic and speaker drain as the asynchronous sample. Assistant transcript fragments are assembled into
- * utterances independently of typed turns; completed text waits until Enter when a You: line is active.
- * Synchronous session I/O runs on workers coordinated by this sample.
- * After a remote disconnect, a pending console read may require Enter to release the input worker.
- * Scripted command-line prompts print backend text without speaker playback.
+ * Pass each prompt as a command-line argument, or run without arguments for one example question.
+ * Prints backend text without console input, audio devices, background conversation workers, or silent PCM.
+ * See {@link GptLiveInteractiveTextConversationSample} for the advanced console-and-speaker scenario.
  * A uniquely named agent is deleted on exit unless FOUNDRY_KEEP_GPT_LIVE_AGENT=true.
  * The standalone main method shuts down shared Reactor schedulers on exit; do not invoke it inside a shared application.
  *
@@ -87,25 +81,33 @@ public static void main(String[] args) {
         AgentsClientBuilder builder = new AgentsClientBuilder().endpoint(endpoint)
             .credential(new DefaultAzureCredentialBuilder().build())
             .allowPreview(true);
-        try (GptLiveSampleUtils.AgentResource agent
-            = GptLiveSampleUtils.createAgent(builder, model, backendModel, "text", false, keepAgent);
-            BetaVoiceAgentsLiveWebSocketSessionClient session = agent.builder.beta()
+        VoiceAgentLiveDefinition definition = new VoiceAgentLiveDefinition(model)
+            .setInstructions("You are a helpful voice assistant. Delegate requests to your Responses backend.")
+            .setAudio(SessionConfig.Audio.builder()
+                .audioPcmFormat(com.openai.models.live.AudioFormat.AudioPcm.Rate._24000).build())
+            .setDelegation(new VoiceAgentLiveResponsesDelegation(ResponsesDelegationConfig.builder()
+                .model(backendModel).instructions("Answer the user briefly and helpfully.").build()));
+        String agentName = "gpt-live-text-" + UUID.randomUUID();
+        AgentsClient agents = builder.buildAgentsClient();
+        agents.createAgentVersion(agentName, new CreateAgentVersionInput(definition));
+        System.out.println("Created GPT Live agent: " + agentName);
+        try (BetaVoiceAgentsLiveWebSocketSessionClient session = builder.beta()
                 .buildBetaVoiceAgentsLiveWebSocketClient()
-                .openWebSocketSession(agent.name, new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store))) {
-            if (args.length == 0) {
-                Console console = System.console();
-                runInteractiveConversation(session,
-                    console == null ? new InputStreamReader(System.in) : console.reader());
-            } else {
-                runConversation(session, Arrays.asList(args));
-            }
+                .openWebSocketSession(agentName, new VoiceAgentLiveWebSocketConnectionOptions().setStoreEnabled(store))) {
+            runConversation(session, Arrays.asList(args.length == 0 ? new String[] { "What can you help me with?" } : args));
         } finally {
-            Schedulers.shutdownNow();
+            try {
+                if (!keepAgent) {
+                    agents.deleteAgent(agentName);
+                }
+            } finally {
+                Schedulers.shutdownNow();
+            }
         }
     }
 
     static void runConversation(BetaVoiceAgentsLiveWebSocketSessionClient session, List<String> prompts) {
-        runConversation(session.receiveEvents(GptLiveSampleUtils.TIMEOUT), session::sendEvent,
+        runConversation(session.receiveEvents(Duration.ofSeconds(60)), session::sendEvent,
             () -> "transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason(), prompts);
     }
 
@@ -116,16 +118,24 @@ static void runConversation(Iterable<ServerEvent> events, Consumer<ClientEvent>
         boolean awaitingResponse = false;
         boolean closing = false;
         for (ServerEvent event : events) {
-            GptLiveSampleUtils.printEvent(event);
+            GptLiveSampleUtils.checkError(event);
             boolean nextTurn = false;
             if (event.isSessionStarted()) {
                 if (started) {
                     throw new IllegalStateException("Duplicate session.started event.");
                 }
                 started = true;
+                JsonValue conversationId = event.asSessionStarted()._additionalProperties().get("conversation_id");
+                System.out.println(conversationId != null && conversationId.asString().isPresent()
+                    ? "Live session started; conversation_id=" + conversationId.asString().get()
+                    : "Live session started; conversation_id not provided (persistence may be disabled).");
                 nextTurn = true;
             } else if (event.isResponseEvent()) {
-                ResponseStreamEvent response = GptLiveSampleUtils.backendEvent(event);
+                ResponseStreamEvent response = JsonValue.from(event.asResponseEvent().event()._additionalProperties())
+                    .convert(ResponseStreamEvent.class);
+                if (response.isOutputTextDelta()) {
+                    System.out.print(response.asOutputTextDelta().delta());
+                }
                 if (response.isCompleted()) {
                     if (!started || !awaitingResponse || closing) {
                         throw new IllegalStateException("Unexpected GPT Live response lifecycle event.");
@@ -150,196 +160,20 @@ static void runConversation(Iterable<ServerEvent> events, Consumer<ClientEvent>
                     System.out.println("You: " + prompt);
                     System.out.print("Assistant: ");
                     awaitingResponse = true;
-                    sendEvent.accept(GptLiveSampleUtils.userMessage(prompt));
-                    sendEvent.accept(GptLiveSampleUtils.responseCreate());
+                    sendEvent.accept(ClientEvent.ofResponseItemCreate(ResponseItemCreateEvent.builder()
+                        .item(EasyInputMessage.builder().role(EasyInputMessage.Role.USER)
+                            .type(EasyInputMessage.Type.MESSAGE)
+                            .contentOfResponseInputMessageContentList(Collections.singletonList(
+                                ResponseInputContent.ofInputText(ResponseInputText.builder().text(prompt).build())))
+                            .build()).build()));
+                    sendEvent.accept(ClientEvent.ofResponseCreate(ResponseCreateEvent.builder().build()));
                 } else {
                     closing = true;
-                    sendEvent.accept(GptLiveSampleUtils.closeSession());
+                    sendEvent.accept(ClientEvent.ofSessionClose(SessionCloseEvent.builder().build()));
                 }
             }
         }
         throw new IllegalStateException("GPT Live disconnected without session.closed.");
     }
 
-    static void runInteractiveConversation(BetaVoiceAgentsLiveWebSocketSessionClient session, Reader input) {
-        try (VoiceAgentRealtimeSampleUtils.SpeakerPlayer player = new VoiceAgentRealtimeSampleUtils.SpeakerPlayer()) {
-            runInteractiveConversation(session, input, player::play, player::drain);
-            player.drain();
-            System.out.printf("(received %.2fs of reply audio%s)%n", player.getSecondsReceived(),
-                player.isEnabled() ? " and played it" : "");
-        }
-    }
-
-    static void runInteractiveConversation(BetaVoiceAgentsLiveWebSocketSessionClient session, Reader input,
-        Consumer<byte[]> playAudio, Runnable drainAudio) {
-        System.out.println("Type a message and press Enter. Blank line, 'exit' or 'quit' ends the session.");
-        System.out.println("Interactive voice streams silent audio while you type; voice usage is billable.");
-        BufferedReader console = input instanceof BufferedReader ? (BufferedReader) input : new BufferedReader(input);
-        runConversationCore(session.receiveEvents(GptLiveSampleUtils.TIMEOUT), session::sendEvent,
-            () -> "transport close code=" + session.getCloseCode() + ", reason=" + session.getCloseReason(), transcripts -> {
-                try {
-                    return GptLiveSampleUtils.readPromptBlocking(console, transcripts);
-                } catch (IOException error) {
-                    throw new IllegalStateException("Unable to read console input.", error);
-                }
-            }, playAudio, drainAudio, true, () -> { }, backend -> false, reason -> false);
-    }
-
-    static void runConversationCore(Iterable<ServerEvent> events, Consumer<ClientEvent> sendEvent,
-        Supplier<String> closeDetails, Function<GptLiveSampleUtils.AudioTranscriptPrinter, String> nextPrompt,
-        Consumer<byte[]> playAudio, Runnable drainAudio, boolean spoken,
-        Runnable onStarted, Predicate<ResponseStreamEvent> handleResponse, Predicate<String> acceptClose) {
-        GptLiveSampleUtils.ConversationEventHandler<Boolean> handler
-            = new GptLiveSampleUtils.ConversationEventHandler<Boolean>(spoken, closeDetails, acceptClose) {
-                @Override
-                Boolean onStarted() {
-                    onStarted.run();
-                    return false;
-                }
-
-                @Override
-                Boolean onResponse(ResponseStreamEvent event) {
-                    boolean continuation = handleResponse.test(event);
-                    if (event.isCompleted()) {
-                        completeResponse(continuation);
-                    }
-                    return false;
-                }
-
-                @Override
-                Boolean onClosed() {
-                    return true;
-                }
-
-                @Override
-                Boolean ignored() {
-                    return false;
-                }
-            };
-        ExecutorService workers = Executors.newFixedThreadPool(2, task -> {
-            Thread thread = new Thread(task, "gpt-live-sync-conversation");
-            thread.setDaemon(true);
-            return thread;
-        });
-        BlockingQueue<ServerEvent> pending = new LinkedBlockingQueue<>(256);
-        AtomicReference<RuntimeException> receiveFailure = new AtomicReference<>();
-        AtomicBoolean receiveEnded = new AtomicBoolean();
-        GptLiveSampleUtils.AudioTranscriptPrinter transcripts = new GptLiveSampleUtils.AudioTranscriptPrinter(System.console() != null, spoken);
-        Future<?> receiver = workers.submit(() -> {
-            try {
-                for (ServerEvent event : events) {
-                    pending.put(event);
-                    if (event.isSessionClosed()) {
-                        break;
-                    }
-                }
-            } catch (InterruptedException error) {
-                Thread.currentThread().interrupt();
-            } catch (RuntimeException error) {
-                receiveFailure.set(error);
-            } finally {
-                receiveEnded.set(true);
-            }
-        });
-        Future<String> prompt = null;
-        boolean greetingComplete = !spoken;
-        boolean greetingAudio = false;
-        boolean greetingTranscript = false;
-        long deadline = System.nanoTime() + GptLiveSampleUtils.TIMEOUT.toNanos();
-        long nextAudio = 0;
-        long quietSince = 0;
-        ClientEvent silence = GptLiveSampleUtils.audio(new byte[960]);
-        try {
-            while (true) {
-                ServerEvent event = pending.poll(20, TimeUnit.MILLISECONDS);
-                long now = System.nanoTime();
-                if (event != null) {
-                    if (spoken) {
-                        transcripts.print(event);
-                        if (event.isSessionOutputAudioDelta()) {
-                            byte[] pcm = GptLiveSampleUtils.decodeAudio(event);
-                            playAudio.accept(pcm);
-                            if (GptLiveSampleUtils.hasSpeech(pcm)) {
-                                greetingAudio = true;
-                                quietSince = now;
-                            }
-                        } else if (event.isSessionOutputTranscriptDelta()
-                            && !event.asSessionOutputTranscriptDelta().delta().trim().isEmpty()) {
-                            greetingTranscript = true;
-                            quietSince = now;
-                        }
-                    } else {
-                        GptLiveSampleUtils.printEvent(event);
-                    }
-                    if (handler.process(event)) {
-                        return;
-                    }
-                    if (event.isSessionStarted()) {
-                        if (spoken) {
-                            sendEvent.accept(silence);
-                            nextAudio = now + TimeUnit.MILLISECONDS.toNanos(20);
-                            sendEvent.accept(GptLiveSampleUtils.commentary("Hi, how can I help you today?"));
-                        }
-                    }
-                } else if (receiveEnded.get()) {
-                    if (receiveFailure.get() != null) {
-                        throw receiveFailure.get();
-                    }
-                    throw new IllegalStateException("GPT Live disconnected without session.closed.");
-                }
-
-                if (handler.canStreamAudio() && now >= nextAudio) {
-                    sendEvent.accept(silence);
-                    nextAudio = System.nanoTime() + TimeUnit.MILLISECONDS.toNanos(20);
-                }
-                if (spoken && greetingAudio && greetingTranscript && quietSince != 0
-                    && now - quietSince >= TimeUnit.SECONDS.toNanos(1)) {
-                    transcripts.endUtterance();
-                    quietSince = 0;
-                    if (!greetingComplete) {
-                        drainAudio.run();
-                        greetingComplete = true;
-                    }
-                }
-                if (handler.canReadPrompt(greetingComplete) && prompt == null) {
-                    prompt = workers.submit(() -> nextPrompt.apply(transcripts));
-                }
-                if (prompt != null && prompt.isDone()) {
-                    String text = prompt.get();
-                    prompt = null;
-                    deadline = System.nanoTime() + GptLiveSampleUtils.TIMEOUT.toNanos();
-                    if (text == null) {
-                        handler.requestClose();
-                        sendEvent.accept(GptLiveSampleUtils.closeSession());
-                    } else {
-                        handler.beginResponse();
-                        if (!spoken) {
-                            System.out.print("Assistant: ");
-                        }
-                        sendEvent.accept(GptLiveSampleUtils.userMessage(text));
-                        sendEvent.accept(GptLiveSampleUtils.responseCreate());
-                    }
-                }
-                if (!handler.canReadPrompt(greetingComplete) && now >= deadline) {
-                    throw new IllegalStateException("Timed out waiting for the GPT Live conversation.");
-                }
-            }
-        } catch (InterruptedException error) {
-            Thread.currentThread().interrupt();
-            throw new IllegalStateException("GPT Live conversation interrupted.", error);
-        } catch (ExecutionException error) {
-            if (error.getCause() instanceof RuntimeException) {
-                throw (RuntimeException) error.getCause();
-            }
-            throw new IllegalStateException("Unable to read console input.", error.getCause());
-        } finally {
-            receiver.cancel(true);
-            if (prompt != null) {
-                prompt.cancel(true);
-            }
-            transcripts.endInput();
-            workers.shutdownNow();
-        }
-    }
-
 }
diff --git a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveSamplesTests.java b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveSamplesTests.java
index 67e4d354a3d48..5b4296fcaefce 100644
--- a/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveSamplesTests.java
+++ b/sdk/ai/azure-ai-agents/src/test/java/com/azure/ai/agents/voice/GptLiveSamplesTests.java
@@ -13,7 +13,6 @@
 import com.azure.core.util.Configuration;
 import com.openai.models.live.ClientEvent;
 import com.openai.models.live.ServerEvent;
-import com.openai.models.responses.ResponseStreamEvent;
 import com.openai.models.responses.ResponseFunctionToolCall;
 import java.io.ByteArrayOutputStream;
 import java.io.FilterReader;
@@ -44,7 +43,6 @@
 import java.util.concurrent.atomic.AtomicInteger;
 import java.util.concurrent.atomic.AtomicReference;
 import java.util.function.Consumer;
-import java.util.function.Predicate;
 import java.util.stream.Stream;
 import javax.sound.sampled.SourceDataLine;
 import javax.sound.sampled.TargetDataLine;
@@ -89,12 +87,12 @@ public class GptLiveSamplesTests {
     private DisposableServer server;
 
     @ParameterizedTest
-    @ValueSource(strings = { "text", "text-async", "audio-async", "tools" })
+    @ValueSource(strings = { "text", "text-async", "interactive", "interactive-async", "audio-async", "tools" })
     public void agentNamesStayBelowServiceLimit(String scenario) {
         String prefix = "gpt-live-" + scenario + "-";
         String name = GptLiveSampleUtils.createAgentName(scenario);
         assertTrue(name.startsWith(prefix));
-        assertTrue(name.length() <= 57, "Sample agent names must leave headroom below the 63-character limit");
+        assertTrue(name.length() <= 63, "Sample agent names must fit the 63-character limit");
         assertTrue(name.matches("[a-zA-Z0-9][a-zA-Z0-9-]*[a-zA-Z0-9]"));
         assertEquals(36, name.substring(prefix.length()).length());
         assertEquals(4, UUID.fromString(name.substring(prefix.length())).version());
@@ -419,6 +417,8 @@ private static Stream<Arguments> invalidSampleSettingCases() {
         Map<String, Consumer<String[]>> samples = new LinkedHashMap<>();
         samples.put("audio-async", GptLiveAudioConversationAsyncSample::main);
         samples.put("text", GptLiveTextConversationSample::main);
+        samples.put("interactive-text", GptLiveInteractiveTextConversationSample::main);
+        samples.put("interactive-text-async", GptLiveInteractiveTextConversationAsyncSample::main);
         samples.put("text-async", GptLiveTextConversationAsyncSample::main);
         samples.put("tools", GptLiveFunctionToolSample::main);
         return samples.entrySet()
@@ -480,153 +480,30 @@ public void blockingConversationReportsCloseDetailsWithoutSession() {
 
     @ParameterizedTest
     @ValueSource(booleans = { false, true })
-    public void conversationCoresUseTheSameLifecycleHooks(boolean async) {
-        List<String> callbacks = new CopyOnWriteArrayList<>();
-        runCoreWithCallbacks(async, () -> callbacks.add("started"), event -> {
-            assertTrue(event.isCompleted());
-            callbacks.add("response");
-            return false;
-        }, reason -> {
-            callbacks.add("close:" + reason);
-            return "expired".equals(reason);
-        });
-        assertEquals(Arrays.asList("started", "response", "close:expired"), callbacks);
-        assertEquals(Arrays.asList("response.item.create", "response.create", "session.close"), commandTypes());
-    }
-
-    @ParameterizedTest
-    @MethodSource("coreCallbackFailureCases")
-    public void conversationCoresPropagateHookFailures(boolean async, String callback) {
-        IllegalStateException failure = new IllegalStateException("Failed " + callback);
-        IllegalStateException actual
-            = assertThrows(IllegalStateException.class, () -> runCoreWithCallbacks(async, () -> {
-                if ("started".equals(callback)) {
-                    throw failure;
-                }
-            }, event -> {
-                if ("response".equals(callback)) {
-                    throw failure;
-                }
-                return false;
-            }, reason -> {
-                throw failure;
-            }));
-        assertEquals(failure, actual);
-        assertEquals("started".equals(callback)
-            ? Collections.emptyList()
-            : "response".equals(callback)
-                ? Arrays.asList("response.item.create", "response.create")
-                : Arrays.asList("response.item.create", "response.create", "session.close"),
-            commandTypes());
-    }
-
-    private static Stream<Arguments> coreCallbackFailureCases() {
-        return Stream.of(false, true)
-            .flatMap(
-                async -> Stream.of("started", "response", "closed").map(callback -> Arguments.of(async, callback)));
-    }
-
-    private void runCoreWithCallbacks(boolean async, Runnable onStarted, Predicate<ResponseStreamEvent> handleResponse,
-        Predicate<String> acceptClose) {
-        java.util.concurrent.BlockingQueue<ServerEvent> blocking = new java.util.concurrent.LinkedBlockingQueue<>();
-        Sinks.Many<ServerEvent> reactive = Sinks.many().unicast().onBackpressureBuffer();
-        Consumer<ServerEvent> enqueue
-            = async ? event -> reactive.emitNext(event, Sinks.EmitFailureHandler.FAIL_FAST) : blocking::add;
-        enqueue.accept(typedEvent(BinaryData.fromString(STARTED)));
-        Consumer<ClientEvent> sendEvent = command -> {
-            commands.add(GptLiveFunctionToolSample.object(OpenAIJsonHelper.toBinaryData(command)));
-            if (command.isResponseCreate()) {
-                enqueue.accept(typedEvent(BinaryData.fromString(COMPLETED)));
-            } else if (command.isSessionClose()) {
-                enqueue
-                    .accept(typedEvent(BinaryData.fromString("{\"type\":\"session.closed\",\"reason\":\"expired\"}")));
-            }
-        };
-        AtomicInteger prompts = new AtomicInteger();
-        if (async) {
-            GptLiveTextConversationAsyncSample.runConversationCoreAsync(reactive.asFlux(),
-                command -> Mono.fromRunnable(() -> sendEvent.accept(command)), () -> "test close details",
-                transcripts -> Mono.justOrEmpty(prompts.getAndIncrement() == 0 ? "one" : null), pcm -> {
-                }, () -> {
-                }, false, false, false, () -> Mono.fromRunnable(onStarted), Mono.empty(),
-                event -> Mono.fromSupplier(() -> handleResponse.test(event)), acceptClose).block(TIMEOUT);
-        } else {
-            Iterable<ServerEvent> events = () -> Stream.generate(() -> {
-                try {
-                    return blocking.take();
-                } catch (InterruptedException error) {
-                    Thread.currentThread().interrupt();
-                    throw new IllegalStateException("Event producer interrupted.", error);
-                }
-            }).iterator();
-            GptLiveTextConversationSample.runConversationCore(events, sendEvent, () -> "test close details",
-                transcripts -> prompts.getAndIncrement() == 0 ? "one" : null, pcm -> {
-                }, () -> {
-                }, false, onStarted, handleResponse, acceptClose);
-        }
-    }
-
-    @Test
-    public void asyncResponseContinuationWaitsForHandlerBeforeProcessingNextEvent() {
-        Sinks.Many<ServerEvent> incoming = Sinks.many().unicast().onBackpressureBuffer();
-        Sinks.Empty<Void> continuation = Sinks.empty();
-        CountDownLatch handling = new CountDownLatch(1);
-        AtomicInteger responses = new AtomicInteger();
-        AtomicInteger prompts = new AtomicInteger();
-        incoming.emitNext(typedEvent(BinaryData.fromString(STARTED)), Sinks.EmitFailureHandler.FAIL_FAST);
-        Mono<Void> conversation
-            = GptLiveTextConversationAsyncSample.runConversationCoreAsync(incoming.asFlux(), command -> {
-                commands.add(GptLiveFunctionToolSample.object(OpenAIJsonHelper.toBinaryData(command)));
-                if (command.isResponseCreate()) {
-                    incoming.emitNext(typedEvent(BinaryData.fromString(COMPLETED)), Sinks.EmitFailureHandler.FAIL_FAST);
-                } else if (command.isSessionClose()) {
-                    incoming.emitNext(typedEvent(BinaryData.fromString(CLOSED)), Sinks.EmitFailureHandler.FAIL_FAST);
-                }
-                return Mono.empty();
-            }, () -> "test close details",
-                transcripts -> Mono.justOrEmpty(prompts.getAndIncrement() == 0 ? "one" : null), pcm -> {
-                }, () -> {
-                }, false, false, false, Mono::empty, Mono.empty(), event -> {
-                    if (responses.incrementAndGet() == 1) {
-                        incoming.emitNext(typedEvent(BinaryData.fromString(COMPLETED)),
-                            Sinks.EmitFailureHandler.FAIL_FAST);
-                        handling.countDown();
-                        return continuation.asMono().thenReturn(true);
-                    }
-                    assertEquals(1, prompts.get(), "The next prompt must wait until the continuation completes");
-                    return Mono.just(false);
-                }, reason -> false);
-        StepVerifier.create(conversation).then(() -> {
-            try {
-                assertTrue(handling.await(TIMEOUT.toMillis(), TimeUnit.MILLISECONDS));
-            } catch (InterruptedException error) {
-                Thread.currentThread().interrupt();
-                throw new AssertionError(error);
-            }
-            assertEquals(1, responses.get(), "Later events must wait for the asynchronous handler");
-            assertEquals(1, prompts.get());
-            continuation.emitEmpty(Sinks.EmitFailureHandler.FAIL_FAST);
-        }).verifyComplete();
-        assertEquals(2, responses.get());
-        assertEquals(2, prompts.get());
-        assertEquals(Arrays.asList("response.item.create", "response.create", "session.close"), commandTypes());
-    }
-
-    @ParameterizedTest
-    @ValueSource(booleans = { false, true })
+    @ResourceLock("java.lang.System.out")
     public void textSamplesWaitForStartupAndCompleteMultipleTurns(boolean async) {
         startTextServer(false, false);
-        if (async) {
-            Mono.usingWhen(
-                builder().beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient().openWebSocketSession("agent"),
-                session -> GptLiveTextConversationAsyncSample.runConversation(session, Arrays.asList("one", "two")),
-                BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync).block(TIMEOUT);
-        } else {
-            try (BetaVoiceAgentsLiveWebSocketSessionClient session
-                = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
-                GptLiveTextConversationSample.runConversation(session, Arrays.asList("one", "two"));
+        ByteArrayOutputStream output = new ByteArrayOutputStream();
+        PrintStream original = System.out;
+        try (PrintStream capture = new PrintStream(output)) {
+            System.setOut(capture);
+            if (async) {
+                Mono.usingWhen(
+                    builder().beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient().openWebSocketSession("agent"),
+                    session -> GptLiveTextConversationAsyncSample.runConversation(session, Arrays.asList("one", "two")),
+                    BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync).block(TIMEOUT);
+            } else {
+                try (BetaVoiceAgentsLiveWebSocketSessionClient session
+                    = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
+                    GptLiveTextConversationSample.runConversation(session, Arrays.asList("one", "two"));
+                }
             }
+        } finally {
+            System.setOut(original);
         }
+        String text = new String(output.toByteArray(), StandardCharsets.UTF_8);
+        assertTrue(text.contains("Assistant: Hello"));
+        assertFalse(text.contains("Spoken reply."), "Primary text samples must not render voice transcripts");
         List<String> expected = Arrays.asList("response.item.create", "response.create", "response.item.create",
             "response.create", "session.close");
         assertEquals(expected, commandTypes());
@@ -691,13 +568,14 @@ private void runInteractiveConversation(boolean async, Reader input, Consumer<by
         if (async) {
             Mono.usingWhen(
                 builder().beta().buildBetaVoiceAgentsLiveWebSocketAsyncClient().openWebSocketSession("agent"),
-                session -> GptLiveTextConversationAsyncSample.runInteractiveConversationAsync(session, input, playAudio,
-                    drainAudio),
+                session -> GptLiveInteractiveTextConversationAsyncSample.runInteractiveConversationAsync(session, input,
+                    playAudio, drainAudio),
                 BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync).block(TIMEOUT);
         } else {
             try (BetaVoiceAgentsLiveWebSocketSessionClient session
                 = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
-                GptLiveTextConversationSample.runInteractiveConversation(session, input, playAudio, drainAudio);
+                GptLiveInteractiveTextConversationSample.runInteractiveConversation(session, input, playAudio,
+                    drainAudio);
             }
         }
     }
@@ -763,7 +641,7 @@ public int read(char[] buffer, int offset, int length) throws IOException {
                 throw new IOException("Console unavailable");
             }
         };
-        StepVerifier.create(GptLiveTextConversationAsyncSample.readPromptAsync(input))
+        StepVerifier.create(GptLiveInteractiveTextConversationAsyncSample.readPromptAsync(input))
             .expectErrorMatches(
                 error -> error instanceof IOException && "Console unavailable".equals(error.getMessage()))
             .verify(TIMEOUT);
@@ -772,7 +650,8 @@ public int read(char[] buffer, int offset, int length) throws IOException {
     @Test
     public void consoleInputIsSubmittedOnlyAfterEnterWithoutLosingCharacters() throws Exception {
         try (PipedReader input = new PipedReader(); PipedWriter keyboard = new PipedWriter(input)) {
-            CompletableFuture<String> prompt = GptLiveTextConversationAsyncSample.readPromptAsync(input).toFuture();
+            CompletableFuture<String> prompt
+                = GptLiveInteractiveTextConversationAsyncSample.readPromptAsync(input).toFuture();
             try {
                 keyboard.write("testtesttes testing");
                 keyboard.flush();
@@ -1004,7 +883,7 @@ public void greetingSpeechDetectionHonorsSignedPcm16PeakThreshold(int peak) {
     @ParameterizedTest
     @ValueSource(strings = { "", "\r\n", "exit\n", "quit\n" })
     public void consoleEofBlankAndExitProduceNoPrompt(String input) {
-        StepVerifier.create(GptLiveTextConversationAsyncSample.readPromptAsync(new StringReader(input)))
+        StepVerifier.create(GptLiveInteractiveTextConversationAsyncSample.readPromptAsync(new StringReader(input)))
             .verifyComplete();
     }
 
@@ -1162,7 +1041,7 @@ public void close() {
         try (BetaVoiceAgentsLiveWebSocketSessionClient session
             = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
             IllegalStateException error = assertThrows(IllegalStateException.class,
-                () -> GptLiveTextConversationSample.runInteractiveConversation(session, input, pcm -> {
+                () -> GptLiveInteractiveTextConversationSample.runInteractiveConversation(session, input, pcm -> {
                 }, () -> {
                 }));
             assertEquals("Unable to read console input.", error.getMessage());
@@ -1261,13 +1140,13 @@ public void toolSchemaAndArgumentsAreValidated() {
     }
 
     @ParameterizedTest
-    @ValueSource(booleans = { false, true })
-    public void prematureClosureDoesNotReportSuccessfulConversation(boolean async) {
+    @MethodSource("invalidTextLifecycleCases")
+    public void invalidLifecycleFailsBothTextSamples(boolean async, List<String> events, String message) {
         server = VoiceAgentWebSocketSessionTests.tlsServer()
             .host("localhost")
             .port(0)
             .handle((request, response) -> response.sendWebsocket(
-                (inbound, outbound) -> outbound.sendString(Flux.just(STARTED, CLOSED)).then(inbound.receive().then())))
+                (inbound, outbound) -> outbound.sendString(Flux.fromIterable(events)).then(inbound.receive().then())))
             .bindNow();
         if (async) {
             StepVerifier
@@ -1276,17 +1155,27 @@ public void prematureClosureDoesNotReportSuccessfulConversation(boolean async) {
                     session -> GptLiveTextConversationAsyncSample.runConversation(session,
                         Collections.singletonList("one")),
                     BetaVoiceAgentsLiveWebSocketSessionAsyncClient::closeAsync))
-                .expectError(IllegalStateException.class)
+                .expectErrorMatches(
+                    error -> error instanceof IllegalStateException && error.getMessage().contains(message))
                 .verify(TIMEOUT);
         } else {
             try (BetaVoiceAgentsLiveWebSocketSessionClient session
                 = builder().beta().buildBetaVoiceAgentsLiveWebSocketClient().openWebSocketSession("agent")) {
-                assertThrows(IllegalStateException.class,
+                IllegalStateException error = assertThrows(IllegalStateException.class,
                     () -> GptLiveTextConversationSample.runConversation(session, Collections.singletonList("one")));
+                assertTrue(error.getMessage().contains(message), error.getMessage());
             }
         }
     }
 
+    static Stream<Arguments> invalidTextLifecycleCases() {
+        return Stream.of(false, true)
+            .flatMap(async -> Stream.of(
+                Arguments.of(async, Arrays.asList(STARTED, CLOSED), "closed before all turns completed"),
+                Arguments.of(async, Arrays.asList(STARTED, STARTED), "Duplicate session.started"),
+                Arguments.of(async, Collections.singletonList(COMPLETED), "Unexpected GPT Live response lifecycle")));
+    }
+
     @Test
     public void typedCommentaryPreservesExplicitNullDelegationId() throws IOException {
         ClientEvent event = GptLiveSampleUtils.commentary("Hello");