update Mar 2

Author: nitya

README.md

@@ -32,6 +32,16 @@ As an AI native engineer, your journey starts with model choice. But with 10K+ m
 
 In Season 3, we are putting the tech spotlight on [Microsoft Foundry](https://ai.azure.com) and bringing in product group leads and subject matter experts to talk about the unified platform and tech stack that powers the app and agent factory! Season 3 is currently planned for a 16-episode arc going from Dec 2025 to Apr 2026. **In addition to tech spotlights, watch for new customer stories and new segments including Study Corner and Partner Spotlights**.
 
+### Partner Spotlights
+
+In our featured Partner Spotlights, we put the focus on key model families with featured speakers from our industry partners.
+
+🌟 | Feb 23, 2026 at 1:30pm ET ․ [**REGISTER TO ATTEND**](https://developer.microsoft.com/en-us/reactor/events/26811/) ․ Join us as we go **Hands-on with Claude in Microsoft Foundry** with our featured spotlight on Anthropic.
+
+![Anthropic](./docs/assets/model-mondays/S3-E10-anthropic.png)
+
+
+### Tech Spotlights
 
 ![Lineup](./docs/assets/misc/S3-Banner-Linueup.png)
 

docs/assets/foundry-fridays/S3-E11-AMA.png

@@ -1,18 +1,17 @@
 ![Banner](../assets/foundry-fridays/S3-E11-AMA.png)
 
-**Title:** Foundry Control Plane AMA
+**Title:** Observability in Microsoft Foundry
 
-**Speakers:**
-- Host TBA
+**Speaker:** Sebastien Kohlmeier
 
-**Description:** Learn about the Foundry Control Plane and how to manage AI resources at scale.
+**Description:** Building trustworthy AI agents requires an end-to-end observability capability that lets us trace, monitor, and evaluate, agentic task execution at enterprise scale. Join us as we talk to Sebastian Kohlmeier about Observability capabilities in Microsoft Foundry.
 
 ## Topics Discussed
-- Control plane architecture
-- Resource management
-- Governance and compliance
-- Multi-region deployment
-- Cost optimization
+- Microsoft Foundry
+- Agentic Evaluations
+- Tracing & Telemetry
+- Monitoring & Insights
+- E2E Observability
 
 **Links:**
-- [Registration](https://aka.ms/model-mondays/discord)
+- [Join Discord](https://aka.ms/model-mondays/discord) for AMAs every Friday at 1:30pm ET on the #community-stage.