From 4a162ff5b0bea07e938510135b24c8874397439c Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Fri, 25 Sep 2026 16:57:14 +0200 Subject: [PATCH 01/13] docs: add blog post "Self-Improving AI Systems: A Log-Analysis Agent on NVIDIA DGX Spark" New post with thumbnail, architecture diagram (Fig. 1) and a dense-vs-MoE throughput chart (Fig. 2). Numbers come from three experiments run on one DGX Spark with Nemotron 3.5 Lightning against the civic MultiHop-RAG dataset, plus the throughput benchmarks in deepset-ai/dgx-spark. Co-Authored-By: Claude Fable 5.1 --- .../dense-vs-moe.png | Bin 0 -> 100683 bytes .../fig1-self-improving-loop.png | Bin 0 -> 87439 bytes .../self-improving-agent-dgx-spark/index.md | 238 ++++++++++++++++++ .../thumbnail.png | Bin 0 -> 585964 bytes 4 files changed, 238 insertions(+) create mode 100644 content/blog/self-improving-agent-dgx-spark/dense-vs-moe.png create mode 100644 content/blog/self-improving-agent-dgx-spark/fig1-self-improving-loop.png create mode 100644 content/blog/self-improving-agent-dgx-spark/index.md create mode 100644 content/blog/self-improving-agent-dgx-spark/thumbnail.png diff --git a/content/blog/self-improving-agent-dgx-spark/dense-vs-moe.png b/content/blog/self-improving-agent-dgx-spark/dense-vs-moe.png new file mode 100644 index 0000000000000000000000000000000000000000..5ece0e54bfe1b1cceda477bb48b56d30eb2d19c9 GIT binary patch literal 100683 zcmeFZcT`hr_bwVMHb6y11O!1qq$$0FC?Z`!MLs z5JHh&LI^dK5OQa9@9+HX{qu}F&NzR3jIpyb0o<(+z!B1mf&B>VLZ&JKW_FyATM~ 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This note encodes that query expansion resulted in 4 queries, retrieval resulted in 30 documents, and ranking brought that down to 10 documents. Last but not least, the agent gets the warnings the components logged, for example a query expander reporting that it truncated its output. + +The stage sizes come from a custom Haystack tracer that keeps per-model token usage from generator spans, the number of items every component produced on each output, and a short, capped sample of outputs that are plain strings, such as the rewritten queries a query expander sent to the store. Documents and chat messages are counted and dropped, so retrieved content and model replies never enter the record. What the pipeline actually asked the store usually explains a recall failure better than how many queries it sent, which is why those few short strings are kept. So even on an air-gapped machine, the optimizer never sees a full trace. It gets token counts, output sizes and a few shortened query strings, and that is enough. + +Similar to how a human would read the evidence and investigate, the agent finds that recall is too low because the retrieval path narrows too early, runs are being cut off, and one tool costs tokens without contributing. It proposes edits and measures them. + +On the DGX Spark, with Nemotron 3.5 Lightning both running the assistant and acting as the optimizer, this took 33 minutes for four candidates. The reference agent cited the evidence it needed for 19 percent of the questions. The first candidate raised `top_k` from 1 to 7, which doubled retrieval recall but barely moved the score, because the answers still cited nothing. The second and third added prompt instructions, one of which carried a typo in an embedded filter example that produced more tool errors and was therefore discarded. The fourth kept the working instruction, dropped the broken one, and reached 45 percent cited recall. The recommended configuration differs from the reference by five lines of system prompt and the `top_k` setting. +In a second experiment on a retrieval pipeline, the optimizer improved recall@10 from 0.54 to 0.77 in 43 minutes. After trying an LLM ranker twice, it finally decided against that approach and instead used query expansion. Each question became five queries against BM25 instead of two. That alone took recall@10 from 0.54 to 0.65. + +## Self-improvement loop in detail + +![Architecture of the optimization loop](fig1-self-improving-loop.png "Fig. 1 - Recorded runs are digested into evidence; the optimizer agent edits a sandboxed copy of the pipeline YAML, each submission is measured against the evaluation set, and the next turn always starts from the best measured candidate.") + +The loop starts with a reference pipeline serialized to [YAML](https://docs.haystack.deepset.ai/docs/pipelines#yaml-file-definitions). Its measurements serve as the baseline. Then, for a fixed number of iterations, the agent proposes one candidate configuration, measures it, and records the result. The agent's next turn starts from the best candidate measured so far, so that a regression is never inherited. When the budget is spent, the best candidate that beats the baseline becomes `recommended.yaml`. Approving the recommendation is a human decision. + +The agent works through a small set of tools bound to exactly one editable file: + +- `read_config` returns the YAML with a content hash as its revision; +- `edit_config` replaces a literal string that must match exactly once, and rejects edits against a stale revision; +- `validate_config` deserializes the candidate and checks it against the evaluator's contract without running it; +- `submit_candidate` requires a validated, current revision and a rationale, refuses no-op changes, and ends the turn; +- `restore_candidate` jumps back to any earlier snapshot; +- `inspect_component` shows the signature, docstring and serialization code of any allowlisted Haystack component, so the agent does not guess parameter names; +- `finish` ends the experiment early with a reason. + +Here is what the loop produced on the retrieval pipeline. The reference is the configuration whose traces were recorded and the recommendation is what the loop handed back after five iterations. + +**Before: the reference pipeline whose traces were recorded** + +```yaml +components: + expander: + type: haystack.components.query.query_expander.QueryExpander + init_parameters: + n_expansions: 1 + prompt_template: | + You are part of an information system that processes user queries for retrieval. + You have to expand a given query into {{ n_expansions }} queries that are + semantically similar to improve retrieval recall. + + Examples: + 1. Query: "climate change effects" + {"queries": ["impact of climate change", "consequences of global warming", "effects of environmental changes"]} + # … two more examples and six guidelines unchanged … + + Your Task: + Query: "{{ query }}" + + You *must* respond with a JSON object containing a "queries" array with the expanded queries. + Example: {"queries": ["query1", "query2", "query3"]} + chat_generator: + type: haystack.components.generators.chat.openai.OpenAIChatGenerator + init_parameters: + api_base_url: http://127.0.0.1:8000/v1 + model: nemotron-3.5-lightning + generation_kwargs: {max_tokens: 4096} + retriever: + type: haystack.components.retrievers.multi_query_text_retriever.MultiQueryTextRetriever + init_parameters: + retriever: + type: haystack.components.retrievers.in_memory.bm25_retriever.InMemoryBM25Retriever + init_parameters: + top_k: 2 +connections: + - sender: expander.queries + receiver: retriever.queries +``` + +**After: `recommended.yaml`, five measured candidates later** + +```yaml +components: + expander: + type: haystack.components.query.query_expander.QueryExpander + init_parameters: + n_expansions: 4 # was 1 + prompt_template: | + You are part of an information system that processes user queries for retrieval. + You have to expand a given query into {{ n_expansions }} queries that are + semantically similar to improve retrieval recall. + + Examples: + 1. Query: "climate change effects" + {"queries": ["impact of climate change", "consequences of global warming", "effects of environmental changes", "climate variability"]} + # … the other two examples were extended the same way; guidelines unchanged … + + Your Task: + Query: "{{ query }}" + + You *must* respond with a JSON object containing a "queries" array with the expanded queries. + Example: {"queries": ["query1", "query2", "query3", "query4"]} # was three + chat_generator: + type: haystack.components.generators.chat.openai.OpenAIChatGenerator + init_parameters: + api_base_url: http://127.0.0.1:8000/v1 + model: nemotron-3.5-lightning + generation_kwargs: {max_tokens: 4096} + retriever: + type: haystack.components.retrievers.multi_query_text_retriever.MultiQueryTextRetriever + init_parameters: + retriever: + type: haystack.components.retrievers.in_memory.bm25_retriever.InMemoryBM25Retriever + init_parameters: + top_k: 6 # was 2 +connections: + - sender: expander.queries + receiver: retriever.queries +``` + +Recall@10 on 20 evaluation questions: 0.54 before, 0.77 after. The optimizer's rationale for the prompt edit are recorded runs that show the model producing three or four queries of which only one was kept, so it raised the count and extended the examples to match. Two candidates that inserted an LLM ranker between retriever and output scored 0.54 and 0.70 and were not kept. + +A candidate must stay above a quality floor, `max(min_quality, baseline_quality - max_quality_loss)`, and only then is it ranked by the primary objective: cost, latency or quality. + +Assembling the experiment against the local endpoint looks like this: + +```python +# pip install haystack-ai agent-pack-haystack +from haystack.components.generators.chat import OpenAIChatGenerator +from haystack.utils import Secret +from haystack_integrations.agent_pack.optimization import ( + ExperimentJournal, + HarnessOptimizationExperiment, + LocalRunStore, + OptimizationObjectives, + create_harness_optimizer_agent, +) + +# Model served by the DGX Spark via vLLM or llama.cpp with an OpenAI-compatible API. +# The server checks no key, but the optimizer serializes every generator to YAML and a +# token secret cannot be serialized, so the key comes from an environment variable: +# export SPARK_API_KEY=not-needed +optimizer_model = OpenAIChatGenerator( + api_base_url="http://127.0.0.1:8000/v1", + model="nemotron-3.5-lightning", + api_key=Secret.from_env_var("SPARK_API_KEY"), + timeout=600.0, + generation_kwargs={"max_tokens": 24576}, +) + +experiment = HarnessOptimizationExperiment( + reference=reference_agent, + run_store=LocalRunStore(directory=workspace / "runs"), + evaluator=evaluator, + pricing=pricing, + objectives=OptimizationObjectives(min_quality=0.6, max_quality_loss=0.05, primary="quality"), + journal=ExperimentJournal(directory=workspace / "journals"), + optimizer_agent=create_harness_optimizer_agent(chat_generator=optimizer_model, max_agent_steps=40), + max_iterations=8, +) +result = experiment.run() +print(result.artifact_directory / "recommended.yaml") +# >> Nothing was deployed. Approving this recommendation is a separate, human decision. +``` +The whole run is journaled. Every candidate YAML, every measurement and every validation failure lands in a per-run directory, so the human reviewing `recommended.yaml` has all the information at hand. + +## Dense vs. MoE models on a DGX Spark + +We compare two model architectures: dense models vs. mixture-of-expert (MoE) models. While dense models use all their parameters during inferencing, MoE models use *"experts"* and an internal *"routing"* mechanism that routes tokens to experts, which allows such models to be faster. [This HuggingFace blog post explains MoE](https://huggingface.co/blog/moe) in more detail. On our DGX Spark, single-stream tokens per second are as follows: + +| Model | Architecture | Weights | Single-stream tok/s | Context | +|---|---|---|---|---| +| Nemotron 3.5 Lightning 30B-A3B | MoE, 3B active | 21 GB | 138 (83 without speculative decoding) | 262K | +| Nemotron 3 Super 120B-A12B | MoE, 12B active | 75 GB | 28 (17 without speculative decoding) | 131K | +| Qwen3.8-27B | dense | 22 GB | 27 (12 without speculative decoding) | 262K | +| Qwen3.8-Flash-Next 125B-A6B | MoE, 6B active | 87 GB | 35 (26 without speculative decoding) | 98K | + +Throughput here is completion tokens divided by wall-clock time for a whole request, reasoning tokens included, after a warm-up request. + +![Decode speed versus active parameters](dense-vs-moe.png "Fig. 2 - On a memory-bandwidth-bound machine, tokens per second track active parameters per token, not model size on disk.") + +Let's go through three takeaways from that table in more detail. + +**Active parameters matter more than size on disk.** Lightning and Qwen3.8-27B are of almost the same size, yet Lightning generates about five times faster. The Spark, like every unified-memory machine, is bound by memory bandwidth: every generated token requires reading the weights that participate in producing it. A dense 27B model reads all 27B parameters per token. A 30B mixture-of-experts with 3B active reads roughly a tenth of that. While bandwidth matters for decoding speed, large unified memory is required to keep a 120B model in memory. + +**Speculative decoding brings significant speedups.** Enabling multi-token prediction on Nemotron 3 Super took it from 16.6 to 28.4 tokens per second with no change to the model. On a bandwidth-bound machine, anything that produces more than one token per weight read is worth turning on. + +**For agents, tokens per task beat tokens per second.** In one of our multi-hour agent runs, Super was about 5.6 times slower per token than Lightning and yet finished in roughly the same time, because it wasted far fewer tokens on retries and dead ends. A tokens-per-second extrapolation had predicted it would take five times longer. The reverse also happens: the dense 27B decodes slightly faster than Super, yet its run took two and a half times as long. Its long reasoning traces kept running into the 600-second step timeout, and every timeout meant a retry. A 600-second step budget buys around 78,000 tokens at 130 tokens per second and around 18,000 at 30. That exemplifies why tokens per task matters. + +## Conclusion + +- **Traces are essential for keeping compound AI systems healthy, and they are often too sensitive to leave the building.** Self-improving agents in this context require a strong model, and the 128 GB of unified memory on a DGX Spark make it possible to run those models locally. +- **Self-improving agents are not magic and humans are in control.** The agent edits a sandboxed copy, every submission is scored against real data, the search always climbs from the best candidate, and applying the changes to production requires human approval. +- **On bandwidth-bound hardware, model architecture beats total parameter count and tokens per task matter more than tokens per second.** A 30B mixture-of-experts model outruns a dense 27B by five times, and for agents the model that wastes the fewest tokens often wins. + +Our implementation is available open source in Haystack's [agent_pack integration](https://github.com/deepset-ai/haystack-core-integrations/tree/main/integrations/agent_pack) and you can find out more about the hardware on the [NVIDIA DGX Spark page](https://www.nvidia.com/en-us/products/workstations/dgx-spark/). We would like to thank NVIDIA for supporting us with a DGX Spark and thereby making this open source contribution possible. 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zbRhGpo)A6ROS0U3u$WQ){K7RViJepHB+R=|x{oxGN5;^p$8- zt15t4#3&g^VSY1!{xjh32F8&x_H?zzPb!8_g0tN09CAV$ZT&QOGYV0I83t=oXKcttxAF{&4KDTLy5c@o&ky@ zA`uij?l|*3L`uc0G>{`(#e0A=r|045=&PPc;=*2LMhOfYeO+rIw9JLAa~PG$&MIcY zhV2V~AMo6Uu&r^SU=6@K4;_{exXmHjuh``DhDO8%JG7cnmaI=6j-Sg4S0X-yz>aHrSl%Gz?e%x@MDIhanzWbPTutj_r>6v#KUU7yhZcq2}oL==q04v0UVVfY$bQ9 zS=IcL`KG4l&*$Z2K>UY0EyeTo3KznoRlqYEVs<5o@s?%6E>YSyl}iqPbg!8tw0$d& zggX1!VC5Yjv;iN{Gb()yn#7rrfmEmw6$?Wl*cD8)Rf`q&>`g|lPJqytA%(zJvbUoG z+c7m-dcDQ*b;}dir@T3LSqK+2n%VLSFz%CJ$EF9$AncrsV!ODXMZP8=y`;?k?*&(Y z>aMIZU1RVd;TSu1IAX?#%BDctHMR`%cRydiL>ToT7MUt`?sWX>wxFCr_HJe47^Kb* zF^r8zJ(+E-adL7c;;4Oi?Hy?FAh-dW1k^PE>J{%Sc0(x@tX`@D^6(Mui$t(qvnjQc z>;=UICmr=Tc`eOU%5x!Ru{Knh;DRgaXzXxxwCv-fw9HP9w{7p|0xdX#@?v7)qdvf5IB~hf zqCJF7Q?wfizAXzaBrIRO`oon)Q?N`>wBBD?w91?G+!{Ya4y%IBsuZWRhmCKg? zzkvPf@-MMq^|G5#Zkr-82plt-m+ugr2XRH%h%{ornCPmzyR0!KYPp Date: Mon, 28 Sep 2026 12:59:51 +0200 Subject: [PATCH 02/13] docs: pin the optimizer snippet to the commit the experiments ran on The LocalRunStore API no longer exists on the PR branch; the snippet now matches commit 15bc78075 of haystack-core-integrations#3932 and links to it so readers can reproduce the runs. Co-Authored-By: Claude Fable 5.1 --- content/blog/self-improving-agent-dgx-spark/index.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index 664cc09c..d07de7b4 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -164,7 +164,7 @@ Recall@10 on 20 evaluation questions: 0.54 before, 0.77 after. The optimizer's r A candidate must stay above a quality floor, `max(min_quality, baseline_quality - max_quality_loss)`, and only then is it ranked by the primary objective: cost, latency or quality. -Assembling the experiment against the local endpoint looks like this: +Assembling the experiment against the local endpoint looks like this. The code is still under review, so the snippet matches [commit `15bc78075`](https://github.com/deepset-ai/haystack-core-integrations/tree/15bc78075/integrations/agent_pack) of the pull request, which is the version the experiments in this post ran on. Pull that commit to reproduce them; the merged version will differ in details. ```python # pip install haystack-ai agent-pack-haystack @@ -173,7 +173,6 @@ from haystack.utils import Secret from haystack_integrations.agent_pack.optimization import ( ExperimentJournal, HarnessOptimizationExperiment, - LocalRunStore, OptimizationObjectives, create_harness_optimizer_agent, ) @@ -192,7 +191,7 @@ optimizer_model = OpenAIChatGenerator( experiment = HarnessOptimizationExperiment( reference=reference_agent, - run_store=LocalRunStore(directory=workspace / "runs"), + eval_cases=eval_cases, evaluator=evaluator, pricing=pricing, objectives=OptimizationObjectives(min_quality=0.6, max_quality_loss=0.05, primary="quality"), From e8a8eb930e06edc705c21bbc6f6263d0f1dda923 Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Mon, 28 Sep 2026 12:59:51 +0200 Subject: [PATCH 03/13] docs: mark changed lines in the before/after YAML as CHANGED (review suggestion) Co-Authored-By: Claude Fable 5.1 --- content/blog/self-improving-agent-dgx-spark/index.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index d07de7b4..5096cf7e 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -126,7 +126,7 @@ components: expander: type: haystack.components.query.query_expander.QueryExpander init_parameters: - n_expansions: 4 # was 1 + n_expansions: 4 # CHANGED --> was 1 prompt_template: | You are part of an information system that processes user queries for retrieval. You have to expand a given query into {{ n_expansions }} queries that are @@ -134,14 +134,14 @@ components: Examples: 1. Query: "climate change effects" - {"queries": ["impact of climate change", "consequences of global warming", "effects of environmental changes", "climate variability"]} + {"queries": ["impact of climate change", "consequences of global warming", "effects of environmental changes", "climate variability"]} # CHANGED --> one example added # … the other two examples were extended the same way; guidelines unchanged … Your Task: Query: "{{ query }}" You *must* respond with a JSON object containing a "queries" array with the expanded queries. - Example: {"queries": ["query1", "query2", "query3", "query4"]} # was three + Example: {"queries": ["query1", "query2", "query3", "query4"]} # CHANGED --> was three chat_generator: type: haystack.components.generators.chat.openai.OpenAIChatGenerator init_parameters: @@ -154,7 +154,7 @@ components: retriever: type: haystack.components.retrievers.in_memory.bm25_retriever.InMemoryBM25Retriever init_parameters: - top_k: 6 # was 2 + top_k: 6 # CHANGED --> was 2 connections: - sender: expander.queries receiver: retriever.queries From 59d048855c9687f27ca26d5bedf55d03e92ddf61 Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Mon, 28 Sep 2026 12:59:51 +0200 Subject: [PATCH 04/13] docs: add Sebastian Husch Lee as second author Co-Authored-By: Claude Fable 5.1 --- content/blog/self-improving-agent-dgx-spark/index.md | 1 + 1 file changed, 1 insertion(+) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index 5096cf7e..1edf1b6b 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -11,6 +11,7 @@ date: 2026-09-23 last_updated: 2026-09-23 authors: - Julian Risch + - Sebastian Husch Lee tags: ["Agent", "Tracing", "Monitoring", "Deployment", "Integrations", "Advanced Use Cases", "DGX Spark", "Local AI"] --- From 88a54095f671291974d40c274fb03795b8ead6ab Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Mon, 28 Sep 2026 13:00:51 +0200 Subject: [PATCH 05/13] docs: contrast unified memory with discrete GPU memory in the bandwidth paragraph (review suggestion) Co-Authored-By: Claude Fable 5.1 --- content/blog/self-improving-agent-dgx-spark/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index 1edf1b6b..d6a22085 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -223,7 +223,7 @@ Throughput here is completion tokens divided by wall-clock time for a whole requ Let's go through three takeaways from that table in more detail. -**Active parameters matter more than size on disk.** Lightning and Qwen3.8-27B are of almost the same size, yet Lightning generates about five times faster. The Spark, like every unified-memory machine, is bound by memory bandwidth: every generated token requires reading the weights that participate in producing it. A dense 27B model reads all 27B parameters per token. A 30B mixture-of-experts with 3B active reads roughly a tenth of that. While bandwidth matters for decoding speed, large unified memory is required to keep a 120B model in memory. +**Active parameters matter more than size on disk.** Lightning and Qwen3.8-27B are of almost the same size, yet Lightning generates about five times faster. The Spark, like every unified-memory machine, is bound by memory bandwidth: every generated token requires reading the weights that participate in producing it. A dense 27B model reads all 27B parameters per token. A 30B mixture-of-experts with 3B active reads roughly a tenth of that. This is where unified memory and discrete GPU memory trade places. A data-center GPU has roughly an order of magnitude more memory bandwidth than the Spark, but a fraction of its capacity, so the first question there is whether a 120B model fits at all. On the Spark it fits with room to spare, and the question becomes how much of it each token has to read. That is why a sparse 120B model is a practical choice on this machine and a dense one of the same size would not be. **Speculative decoding brings significant speedups.** Enabling multi-token prediction on Nemotron 3 Super took it from 16.6 to 28.4 tokens per second with no change to the model. On a bandwidth-bound machine, anything that produces more than one token per weight read is worth turning on. From 12dd17a9842d6e6b149980ec324b0e1e11f2a30c Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Mon, 28 Sep 2026 13:01:57 +0200 Subject: [PATCH 06/13] Revert "docs: contrast unified memory with discrete GPU memory in the bandwidth paragraph (review suggestion)" This reverts commit 88a54095f671291974d40c274fb03795b8ead6ab. --- content/blog/self-improving-agent-dgx-spark/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index d6a22085..1edf1b6b 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -223,7 +223,7 @@ Throughput here is completion tokens divided by wall-clock time for a whole requ Let's go through three takeaways from that table in more detail. -**Active parameters matter more than size on disk.** Lightning and Qwen3.8-27B are of almost the same size, yet Lightning generates about five times faster. The Spark, like every unified-memory machine, is bound by memory bandwidth: every generated token requires reading the weights that participate in producing it. A dense 27B model reads all 27B parameters per token. A 30B mixture-of-experts with 3B active reads roughly a tenth of that. This is where unified memory and discrete GPU memory trade places. A data-center GPU has roughly an order of magnitude more memory bandwidth than the Spark, but a fraction of its capacity, so the first question there is whether a 120B model fits at all. On the Spark it fits with room to spare, and the question becomes how much of it each token has to read. That is why a sparse 120B model is a practical choice on this machine and a dense one of the same size would not be. +**Active parameters matter more than size on disk.** Lightning and Qwen3.8-27B are of almost the same size, yet Lightning generates about five times faster. The Spark, like every unified-memory machine, is bound by memory bandwidth: every generated token requires reading the weights that participate in producing it. A dense 27B model reads all 27B parameters per token. A 30B mixture-of-experts with 3B active reads roughly a tenth of that. While bandwidth matters for decoding speed, large unified memory is required to keep a 120B model in memory. **Speculative decoding brings significant speedups.** Enabling multi-token prediction on Nemotron 3 Super took it from 16.6 to 28.4 tokens per second with no change to the model. On a bandwidth-bound machine, anything that produces more than one token per weight read is worth turning on. From cf74f4ddae12e2f9d6124935324576a79b177198 Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Mon, 28 Sep 2026 13:06:08 +0200 Subject: [PATCH 07/13] Point to commit Co-authored-by: Julian Risch --- content/blog/self-improving-agent-dgx-spark/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index 1edf1b6b..c762c8e3 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -165,7 +165,7 @@ Recall@10 on 20 evaluation questions: 0.54 before, 0.77 after. The optimizer's r A candidate must stay above a quality floor, `max(min_quality, baseline_quality - max_quality_loss)`, and only then is it ranked by the primary objective: cost, latency or quality. -Assembling the experiment against the local endpoint looks like this. The code is still under review, so the snippet matches [commit `15bc78075`](https://github.com/deepset-ai/haystack-core-integrations/tree/15bc78075/integrations/agent_pack) of the pull request, which is the version the experiments in this post ran on. Pull that commit to reproduce them; the merged version will differ in details. +Assembling the experiment against the local endpoint looks like this. The code is still under review at the time of writing, so the snippet matches [commit `15bc78075`](https://github.com/deepset-ai/haystack-core-integrations/tree/15bc78075/integrations/agent_pack), which is the version the experiments in this post ran on. ```python # pip install haystack-ai agent-pack-haystack From 2e0ae43c8b061f8df2b024479751877bbce4100f Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Mon, 28 Sep 2026 13:08:34 +0200 Subject: [PATCH 08/13] docs: update Sebastian Husch Lee's position to Open Source Tech Lead Co-Authored-By: Claude Fable 5.1 --- content/authors/sebastian-husch-lee/_index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/authors/sebastian-husch-lee/_index.md b/content/authors/sebastian-husch-lee/_index.md index a2823b7c..762628b5 100644 --- a/content/authors/sebastian-husch-lee/_index.md +++ b/content/authors/sebastian-husch-lee/_index.md @@ -3,7 +3,7 @@ layout: author title: Sebastian Husch Lee name: Sebastian Husch Lee slug: sebastian-husch-lee -position: Solution Engineering Tech Lead +position: Open Source Tech Lead image: /images/authors/sebastian-lee.png socials: author_page: From 4794dc287ac17bc34d02b04187bf8107a6cdff92 Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Tue, 29 Sep 2026 09:11:45 +0200 Subject: [PATCH 09/13] Apply batched suggestions from code review MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Bilge Yücel --- content/blog/self-improving-agent-dgx-spark/index.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index c762c8e3..3863a5b5 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -16,6 +16,7 @@ tags: ["Agent", "Tracing", "Monitoring", "Deployment", "Integrations", "Advanced --- Services at a citizens' office can benefit a lot from AI assistance. Starting from a simple chatbot that answers questions about building permits, parking fines and childcare benefits to more advanced applications where AI assists filing an application, reviewing such applications, and booking appointments: for all these tasks, AI assistance can reduce waiting times and costs, and at the same time improve the quality of the results and the overall experience. + When a city rolls out such AI-assisted services, it is a great achievement. However, maintaining the services over time is just as important as the initial release. A few months after going live, the database has grown by a few thousand documents and retrieval quality dropped, the model behind it has been deprecated, and a well-meant quick fix added a tool that is never used anymore. The AI assistant still answers but the answers get worse, and nobody notices until citizens report it or until the assistant becomes unusable. Teams running AI in production know this story and the procedure is always the same: somebody opens the traces, reads what the system actually did, forms a hypothesis, changes a parameter, and reruns queries for testing. This approach works but it is slow and takes away time planned for other tasks. @@ -46,7 +47,7 @@ All four are public checkpoints on Hugging Face. For [Nemotron](https://develope Our reference system is a Haystack [`Agent`](https://docs.haystack.deepset.ai/docs/agent) over a set of indexed documents: a synthetic corpus of 609 civil-services pages, notices and local news articles about permits, benefits, housing and mobility in Berlin, paired with multi-hop questions whose evidence documents are known. It inspects document metadata, builds a filter, runs a filtered retrieval and answers with citations. We record the runs of a small evaluation set, twenty questions with known evidence documents, exactly as they would be recorded in production. -For the experiments we make it underperform on purpose, in ways we have seen real systems drift into: +For the experiments, we make our initial agent implementation underperform on purpose, in ways we have seen real systems drift into: - the retriever's `top_k` is 1 and a filter fetch returns at most 2 documents, while every question needs at least 3; - the step budget is 6, so the agent is cut off and a fallback hook produces an answer without citations; @@ -235,4 +236,4 @@ Let's go through three takeaways from that table in more detail. - **Self-improving agents are not magic and humans are in control.** The agent edits a sandboxed copy, every submission is scored against real data, the search always climbs from the best candidate, and applying the changes to production requires human approval. - **On bandwidth-bound hardware, model architecture beats total parameter count and tokens per task matter more than tokens per second.** A 30B mixture-of-experts model outruns a dense 27B by five times, and for agents the model that wastes the fewest tokens often wins. -Our implementation is available open source in Haystack's [agent_pack integration](https://github.com/deepset-ai/haystack-core-integrations/tree/main/integrations/agent_pack) and you can find out more about the hardware on the [NVIDIA DGX Spark page](https://www.nvidia.com/en-us/products/workstations/dgx-spark/). We would like to thank NVIDIA for supporting us with a DGX Spark and thereby making this open source contribution possible. To follow along, star the [Haystack GitHub repository](https://github.com/deepset-ai/haystack). +Our log-analysis agent implementation is available open source in Haystack's [agent_pack integration](https://github.com/deepset-ai/haystack-core-integrations/tree/main/integrations/agent_pack) and you can find out more about the hardware on the [NVIDIA DGX Spark page](https://www.nvidia.com/en-us/products/workstations/dgx-spark/). We would like to thank NVIDIA for supporting us with a DGX Spark and thereby making this open source contribution possible. To follow along, star the [Haystack GitHub repository](https://github.com/deepset-ai/haystack). From dfd411e9414a04c40c5b9863c0f900a925d3c603 Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Thu, 1 Oct 2026 08:07:51 +0200 Subject: [PATCH 10/13] docs: add two example questions from the evaluation set Co-Authored-By: Claude Opus 5.5 (1M context) --- content/blog/self-improving-agent-dgx-spark/index.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index 3863a5b5..d9c12d70 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -45,7 +45,10 @@ All four are public checkpoints on Hugging Face. For [Nemotron](https://develope ## Traces of a Haystack Agent -Our reference system is a Haystack [`Agent`](https://docs.haystack.deepset.ai/docs/agent) over a set of indexed documents: a synthetic corpus of 609 civil-services pages, notices and local news articles about permits, benefits, housing and mobility in Berlin, paired with multi-hop questions whose evidence documents are known. It inspects document metadata, builds a filter, runs a filtered retrieval and answers with citations. We record the runs of a small evaluation set, twenty questions with known evidence documents, exactly as they would be recorded in production. +Our reference system is a Haystack [`Agent`](https://docs.haystack.deepset.ai/docs/agent) over a set of indexed documents: a synthetic corpus of 609 civil-services pages, notices and local news articles about permits, benefits, housing and mobility in Berlin, paired with multi-hop questions whose evidence documents are known. It inspects document metadata, builds a filter, runs a filtered retrieval and answers with citations. We record the runs of a small evaluation set, twenty questions with known evidence documents, exactly as they would be recorded in production. Two example questions from the evaluation set: + +1. Which fee will, according to two Senate Press Office for Citizen Services releases, be due immediately at filing by card or by direct debit from 1 July 2026 in place of the districts' current 14-day bank transfer window, and has been accepted at 39 euros by the finance administration despite that sum covering just around two thirds of the districts' reported processing cost, a rate the Spree Courier says the Senate adopted with a 12 euro discount for online filers? +2. Was the Senate's 1 April 2026 announcement, reported by the Senate Press Office for Citizen Services, of two more Senior Support Points in Spandau and Lichtenberg raising the network to ten, made before the Radio Spree Local Desk's 12 March 2026 report on weekday-only opening hours and the Spree Courier's 13 March 2026 report on the confirmation of eight sites? For the experiments, we make our initial agent implementation underperform on purpose, in ways we have seen real systems drift into: From 86f2049a72c86d540144be40c1614c84e7bb8e8c Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Thu, 1 Oct 2026 08:28:41 +0200 Subject: [PATCH 11/13] docs: list the optimizer candidates as bullet points Co-Authored-By: Claude Opus 5.5 (1M context) --- content/blog/self-improving-agent-dgx-spark/index.md | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index d9c12d70..f6df4abf 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -62,7 +62,15 @@ The stage sizes come from a custom Haystack tracer that keeps per-model token us Similar to how a human would read the evidence and investigate, the agent finds that recall is too low because the retrieval path narrows too early, runs are being cut off, and one tool costs tokens without contributing. It proposes edits and measures them. -On the DGX Spark, with Nemotron 3.5 Lightning both running the assistant and acting as the optimizer, this took 33 minutes for four candidates. The reference agent cited the evidence it needed for 19 percent of the questions. The first candidate raised `top_k` from 1 to 7, which doubled retrieval recall but barely moved the score, because the answers still cited nothing. The second and third added prompt instructions, one of which carried a typo in an embedded filter example that produced more tool errors and was therefore discarded. The fourth kept the working instruction, dropped the broken one, and reached 45 percent cited recall. The recommended configuration differs from the reference by five lines of system prompt and the `top_k` setting. +On the DGX Spark, with Nemotron 3.5 Lightning both running the assistant and acting as the optimizer, this took 33 minutes for four candidates: + +- **Reference agent:** cited the evidence it needed for 19 percent of the questions. +- **First candidate:** raised `top_k` from 1 to 7. Retrieval recall doubled, but the score barely moved because the answers still cited nothing. +- **Second and third candidates:** added prompt instructions. One of them had a typo in an embedded filter example, which caused more tool errors, so it was discarded. +- **Fourth candidate:** kept the working instruction, dropped the broken one, and reached 45 percent cited recall. + +The recommended configuration differs from the reference by five lines of system prompt and the `top_k` setting. + In a second experiment on a retrieval pipeline, the optimizer improved recall@10 from 0.54 to 0.77 in 43 minutes. After trying an LLM ranker twice, it finally decided against that approach and instead used query expansion. Each question became five queries against BM25 instead of two. That alone took recall@10 from 0.54 to 0.65. ## Self-improvement loop in detail From 7aeeae0719df174bf01ef07974fb24dfc02f5637 Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Thu, 1 Oct 2026 08:34:13 +0200 Subject: [PATCH 12/13] docs: explain the reference agent's use case as agentic RAG Co-Authored-By: Claude Opus 5.5 (1M context) --- content/blog/self-improving-agent-dgx-spark/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index f6df4abf..09067c9d 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -45,7 +45,7 @@ All four are public checkpoints on Hugging Face. For [Nemotron](https://develope ## Traces of a Haystack Agent -Our reference system is a Haystack [`Agent`](https://docs.haystack.deepset.ai/docs/agent) over a set of indexed documents: a synthetic corpus of 609 civil-services pages, notices and local news articles about permits, benefits, housing and mobility in Berlin, paired with multi-hop questions whose evidence documents are known. It inspects document metadata, builds a filter, runs a filtered retrieval and answers with citations. We record the runs of a small evaluation set, twenty questions with known evidence documents, exactly as they would be recorded in production. Two example questions from the evaluation set: +Our reference system is the citizen-services assistant from the introduction. It answers citizens' questions about permits, benefits, housing and mobility in Berlin and cites the documents each answer is based on. Technically, it is agentic RAG: instead of a fixed retrieve-then-generate pipeline, a Haystack [`Agent`](https://docs.haystack.deepset.ai/docs/agent) decides how to search. It inspects document metadata, builds a filter, runs a filtered retrieval and can search again before it answers. That matters for multi-hop questions, whose answers combine facts from several documents. The indexed documents are a synthetic corpus of 609 civil-services pages, notices and local news articles. We record the runs of a small evaluation set, twenty questions with known evidence documents, exactly as they would be recorded in production. Two example questions from the evaluation set: 1. Which fee will, according to two Senate Press Office for Citizen Services releases, be due immediately at filing by card or by direct debit from 1 July 2026 in place of the districts' current 14-day bank transfer window, and has been accepted at 39 euros by the finance administration despite that sum covering just around two thirds of the districts' reported processing cost, a rate the Spree Courier says the Senate adopted with a 12 euro discount for online filers? 2. Was the Senate's 1 April 2026 announcement, reported by the Senate Press Office for Citizen Services, of two more Senior Support Points in Spandau and Lichtenberg raising the network to ten, made before the Radio Spree Local Desk's 12 March 2026 report on weekday-only opening hours and the Spree Courier's 13 March 2026 report on the confirmation of eight sites? From c2e8f6f6f6210b16ab090ebb454657755817804c Mon Sep 17 00:00:00 2001 From: Julian Risch Date: Wed, 7 Oct 2026 10:16:06 +0200 Subject: [PATCH 13/13] update date to 2026-10-07 --- content/blog/self-improving-agent-dgx-spark/index.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/content/blog/self-improving-agent-dgx-spark/index.md b/content/blog/self-improving-agent-dgx-spark/index.md index 09067c9d..92eb222e 100644 --- a/content/blog/self-improving-agent-dgx-spark/index.md +++ b/content/blog/self-improving-agent-dgx-spark/index.md @@ -7,8 +7,8 @@ featured_image_caption: The NVIDIA DGX Spark that ran every experiment in this p alt_image: An NVIDIA DGX Spark, a small metallic box with a perforated front panel, standing on green grass. images: ["blog/self-improving-agent-dgx-spark/thumbnail.png", "blog/self-improving-agent-dgx-spark/fig1-self-improving-loop.png", "blog/self-improving-agent-dgx-spark/dense-vs-moe.png"] toc: True -date: 2026-09-23 -last_updated: 2026-09-23 +date: 2026-10-07 +last_updated: 2026-10-07 authors: - Julian Risch - Sebastian Husch Lee