<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[state-of-mlops weekly]]></title><description><![CDATA[A newsletter about MLOps]]></description><link>https://stateofmlops.substack.com</link><image><url>https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png</url><title>state-of-mlops weekly</title><link>https://stateofmlops.substack.com</link></image><generator>Substack</generator><lastBuildDate>Tue, 07 Apr 2026 07:38:46 GMT</lastBuildDate><atom:link href="https://stateofmlops.substack.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Keigo Hattri]]></copyright><language><![CDATA[en]]></language><webMaster><![CDATA[state-of-mlops@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[state-of-mlops@substack.com]]></itunes:email><itunes:name><![CDATA[Keigo Hattri]]></itunes:name></itunes:owner><itunes:author><![CDATA[Keigo Hattri]]></itunes:author><googleplay:owner><![CDATA[state-of-mlops@substack.com]]></googleplay:owner><googleplay:email><![CDATA[state-of-mlops@substack.com]]></googleplay:email><googleplay:author><![CDATA[Keigo Hattri]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[state-of-mlops 2026.Apr.6]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026apr6</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026apr6</guid><pubDate>Sun, 05 Apr 2026 23:35:47 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://developer.nvidia.com/blog/deploying-disaggregated-llm-inference-workloads-on-kubernetes/">Deploying Disaggregated LLM Inference Workloads on Kubernetes</a></strong></h2><p>Date: Mar 23, 2026<br>Tags: Engineering<br>Company: NVIDIA</p><h2><strong><a href="https://github.com/kai-scheduler/KAI-Scheduler">KAI Scheduler</a></strong></h2><p>Tags: OSS, Kubernetes, GPU</p><h2><strong><a href="https://cloud.google.com/blog/topics/developers-practitioners/five-techniques-to-reach-the-efficient-frontier-of-llm-inference">Five techniques to reach the efficient frontier of LLM inference</a></strong></h2><p>Date: Mar 28, 2026<br>Tags: Engineering<br>Company: Google</p><h2><strong><a href="https://www.philschmid.de/kimi-composer-context">How Kimi, Cursor, and Chroma Train Agentic Models with RL</a></strong></h2><p>Date: Mar 28, 2026<br>Tags: Learning resource</p><h2><strong><a href="https://zilliz.com/blog/choose-embedding-model-rag-2026">How to Choose the Best Embedding Model for RAG in 2026: 10 Models Benchmarked</a></strong></h2><p>Date: Mar 27, 2026<br>Tags: Review<br>Company: zilliz</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Mar.30]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026mar30</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026mar30</guid><pubDate>Mon, 30 Mar 2026 00:35:55 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://skylarbpayne.com/posts/dspy-engineering-patterns/">If DSPy is So Great, Why Isn&#8217;t Anyone Using It?</a></strong></h2><p>Date: Mar 21, 2026<br>Tags: Blog</p><h2><strong><a href="https://medium.com/pinterest-engineering/building-an-mcp-ecosystem-at-pinterest-d881eb4c16f1">Building an MCP Ecosystem at Pinterest</a></strong></h2><p>Date: Mar 20, 2026<br>Tags: Practice<br>Company: Pinterest</p><h2><strong><a href="https://recsysml.substack.com/p/personalization-at-bluesky">Personalization at Bluesky</a></strong></h2><p>Date: Feb 24, 2026<br>Tags: Engineering<br>Company: Bluesky</p><h2><strong><a href="https://research.google/blog/turboquant-redefining-ai-efficiency-with-extreme-compression/">TurboQuant: Redefining AI efficiency with extreme compression</a></strong></h2><p>Date: Mar 24, 2026<br>Tags: Research<br>Company: Google</p><h2><strong><a href="https://magazine.sebastianraschka.com/p/visual-attention-variants">A Visual Guide to Attention Variants in Modern LLMs</a></strong></h2><p>Date: Mar 22, 2026<br>Tags: Learning resource</p><h2><strong><a href="https://youtu.be/owmJyKVu5f8?si=vnecdRmLs8bBlbPk">Simon Willison: Engineering practices that make coding agents work - The Pragmatic Summit</a></strong></h2><p>Date: Mar 19, 2026<br>Tags: Presentation</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Mar.23]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/copy-template-state-of-mlops-2026xxxxx</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/copy-template-state-of-mlops-2026xxxxx</guid><pubDate>Mon, 23 Mar 2026 00:10:00 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://blog.skypilot.co/scaling-autoresearch/">Scaling Karpathy&#8217;s Autoresearch: What Happens When the Agent Gets a GPU Cluster</a></strong></h2><p>Date: Mar 18, 2026<br>Tags: Hands on</p><h2><strong><a href="https://blog.ml.cmu.edu/2026/03/17/lumberchunker-long-form-narrative-document-segmentation/">LumberChunker: Long-Form Narrative Document Segmentation</a></strong></h2><p>Date: Mar 17, 2026<br>Tags: Research, RAG<br>Company: CMU</p><h2><strong><a href="https://aweers.de/blog/2026/rl-for-llms/">State of RL for reasoning LLMs</a></strong></h2><p>Date: Mar 15, 2026<br>Tags: Learning resource</p><h2><strong><a href="https://www.lesswrong.com/posts/SXJGSPeQWbACveJhs/the-best-tacit-knowledge-videos-on-every-subject">The Best Tacit Knowledge Videos on Every Subject</a></strong></h2><p>Date: Apr 1, 2024<br>Tags: Learning resource</p><h2><strong><a href="https://www.together.ai/blog/mamba-3">Mamba-3</a></strong></h2><p>Date: Mar 17, 2026<br>Tags: Press release</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Mar.16]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026mar16</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026mar16</guid><pubDate>Sun, 15 Mar 2026 23:51:46 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://codewall.ai/blog/how-we-hacked-mckinseys-ai-platform">How We Hacked McKinsey&#8217;s AI Platform</a></strong></h2><p>Date: Mar 9, 2026<br>Tags: Security<br>Company: CodeWall</p><h2><strong><a href="https://openai.com/index/instruction-hierarchy-challenge/">Improving instruction hierarchy in frontier LLMs</a></strong></h2><p>Date: Mar 10, 2026<br>Tags: Practice<br>Company: OpenAI</p><h2><strong><a href="https://huggingface.co/blog/nvidia/synthetic-code-concepts">Code Concepts: A Large-Scale Synthetic Dataset Generated from Programming Concept Seeds</a></strong></h2><p>Date: Mar 11, 2026<br>Tags: Engineering</p><h2><strong><a href="https://metr.org/notes/2026-03-10-many-swe-bench-passing-prs-would-not-be-merged-into-main/">Research note: Many SWE-bench-Passing PRs Would Not Be Merged into Main</a></strong></h2><p>Date: Mar 10, 2026<br>Tags: Blog</p><h2><strong><a href="https://cemrehancavdar.com/2026/03/10/optimization-ladder/">The Optimization Ladder</a></strong></h2><p>Date: Mar 10, 2026<br>Tags: Python, Practice</p><h2><strong><a href="https://www.comet.com/site/blog/openclaw-observability/">Native Observability &amp; Alerts for Your OpenClaw with Opik</a></strong></h2><p>Date: Mar 5, 2026<br>Tags: Press release<br>Company: comet</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Mar.9]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026mar9</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026mar9</guid><pubDate>Sun, 08 Mar 2026 23:49:42 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://www.microsoft.com/en-us/research/blog/phi-4-reasoning-vision-and-the-lessons-of-training-a-multimodal-reasoning-model/">Phi-4-reasoning-vision and the lessons of training a multimodal reasoning model</a></strong></h2><p>Date: Mar 4, 2026<br>Tags: Press release, Engineering<br>Company: Microsoft</p><h2><strong><a href="https://huggingface.co/blog/moe-transformers">Mixture of Experts (MoEs) in Transformers</a></strong></h2><p>Date: Feb 26, 2026<br>Tags: Blog</p><h2><strong><a href="https://www.comet.com/site/blog/opik-claude-code-plugin/">Announcing the Opik Claude Code Plugin: Automatically Configure Observability for Complex Agentic Systems</a></strong></h2><p>Date: Mar 2, 2026<br>Tags: Press release<br>Company: comet</p><h2><strong><a href="https://cloud.google.com/blog/topics/developers-practitioners/improve-chatbot-memory-using-google-cloud">Give your agentic chatbots a fast and reliable long-term memory</a></strong></h2><p>Date: Feb 28, 2026<br>Tags: Blog<br>Company: Google</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Mar.2]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026mar2</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026mar2</guid><pubDate>Mon, 02 Mar 2026 00:28:12 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://m-clark.github.io/posts/2026-03-01-dl-for-tabular-foundational/">Is Boosting Still All You Need for Tabular Data?</a></strong></h2><p>Date: Mar 1, 2026<br>Tags: Blog</p><h2><strong><a href="https://netflixtechblog.com/mediafm-the-multimodal-ai-foundation-for-media-understanding-at-netflix-e8c28df82e2d">MediaFM: The Multimodal AI Foundation for Media Understanding at Netflix</a></strong></h2><p>Date: Feb 24, 2026<br>Tags: Engineering<br>Company: Netflix</p><h2><strong><a href="https://posthog.com/blog/optimizing-agent-cost">How we caught our AI agent embezzling tokens</a></strong></h2><p>Date: Feb 23, 2026<br>Tags: Blog</p><h2><strong><a href="https://amandeepsp.github.io/blog/layout-algebra/">Honey, I Tiled the Tensors</a></strong></h2><p>Date: Feb 26, 2026<br>Tags: GPU, NVIDIA Cute</p><h2><strong><a href="https://www.anthropic.com/news/detecting-and-preventing-distillation-attacks">Detecting and preventing distillation attacks</a></strong></h2><p>Date: Feb 23, 2026<br>Tags: Blog<br>Company: Anthropic</p><h2><strong><a href="https://pydantic.dev/articles/pydantic-monty">Pydantic Monty: you probably don&#8217;t need a full sandbox</a></strong></h2><p>Date: Feb 27, 2026<br>Tags: Blog, OSS<br>Company: Pydantic</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Feb.24]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026feb24</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026feb24</guid><pubDate>Mon, 23 Feb 2026 23:51:12 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://netflixtechblog.com/scaling-llm-post-training-at-netflix-0046f8790194">Scaling LLM Post-Training at Netflix</a></strong></h2><p>Date: Feb 13, 2026<br>Tags: Engineering, Design<br>Company: Netflix</p><h2><strong><a href="https://www.comet.com/site/blog/optimize-ai-ide-cost/">Optimizing AI IDEs at Scale</a></strong></h2><p>Date: Feb 17, 2026<br>Tags: Practice<br>Company: comet</p><h2><strong><a href="https://huggingface.co/blog/openenv-turing">OpenEnv in Practice: Evaluating Tool-Using Agents in Real-World Environments</a></strong></h2><p>Date: Feb 12, 2026<br>Tags: Survey, OSS<br>Company: Turing</p><h2><strong><a href="https://www.seangoedecke.com/fast-llm-inference/">Two different tricks for fast LLM inference</a></strong></h2><p>Date: Feb 15, 2026<br>Tags: Survey</p><h2><strong><a href="https://milvus.io/blog/we-extracted-openclaws-memory-system-and-opensourced-it-memsearch.md">We Extracted OpenClaw&#8217;s Memory System and Open-Sourced It (memsearch)</a></strong></h2><p>Date: Feb 13, 2026<br>Tags: Press release<br>Company: milvus</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Feb.17]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026feb17</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026feb17</guid><pubDate>Mon, 16 Feb 2026 23:46:52 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://openai.com/index/harness-engineering/">Harness engineering: leveraging Codex in an agent-first world</a></strong></h2><p>Date: Feb 11, 2026<br>Tags: Practice<br>Company: OpenAI</p><h2><strong><a href="https://www.anthropic.com/research/AI-assistance-coding-skills">How AI assistance impacts the formation of coding skills</a></strong></h2><p>Date: Jan 29, 2026<br>Tags: Research<br>Company: Aunthropic</p><h2><strong><a href="https://joereis.github.io/practical_data_data_eng_survey/">2026 Practical Data Community State of Data Engineering</a></strong></h2><p>Date: Jan, 2026<br>Tags: Review</p><h2><strong><a href="https://research.google/blog/beyond-one-on-one-authoring-simulating-and-testing-dynamic-human-ai-group-conversations/">Beyond one-on-one: Authoring, simulating, and testing dynamic human-AI group conversations</a></strong></h2><p>Date: Feb 10, 2026<br>Tags: Research<br>Company: Google</p><h2><strong><a href="https://github.com/soda-inria/tabicl">TabICLv2: A state-of-the-art tabular foundation model</a></strong></h2><p>Date: Feb, 2026<br>Tags: OSS</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Feb.9]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026feb9</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026feb9</guid><pubDate>Sun, 08 Feb 2026 23:43:52 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://research.google/blog/towards-a-science-of-scaling-agent-systems-when-and-why-agent-systems-work/">Towards a science of scaling agent systems: When and why agent systems work</a></strong></h2><p>Date: Jan 28, 2026<br>Tags: Research<br>Company: Google</p><h2><strong><a href="https://youtu.be/skZ1HcF7AsM?si=Qiq7MS9Jp_pQ9osz">Build TikTok&#8217;s Personalized Real-Time Recommendation System in Python with Hopsworks</a></strong></h2><p>Date: Oct 7, 2024<br>Tags: Presentation</p><h2><strong><a href="https://recsysml.substack.com/p/stop-predicting-ctr-start-optimizing">The Case for RL-Aligned Ranking in RecSys</a></strong></h2><p>Date: Jan 3, 2026<br>Tags: Presentation</p><h2><a href="https://waymo.com/blog/2026/02/the-waymo-world-model-a-new-frontier-for-autonomous-driving-simulation">The Waymo World Model: A New Frontier For Autonomous Driving Simulation</a></h2><p>Date: Feb 6, 2026</p><p>Tags: Press release</p><p>Company: Waymo</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Feb.2]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026feb2</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026feb2</guid><pubDate>Mon, 02 Feb 2026 00:03:42 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://netflixtechblog.com/the-ai-evolution-of-graph-search-at-netflix-d416ec5b1151">The AI Evolution of Graph Search at Netflix: From Structured Queries to Natural Language</a></strong></h2><p>Date: Jan 27, 2026<br>Tags: Engineering<br>Company: Netflix</p><h2><strong><a href="https://openai.com/index/inside-our-in-house-data-agent/">Inside OpenAI&#8217;s in-house data agent</a></strong></h2><p>Date: Jan 29, 2026<br>Tags: Engineering<br>Company: OpenAI</p><h2><strong><a href="https://maggieappleton.com/gastown">Gas Town&#8217;s Agent Patterns, Design Bottlenecks, and Vibecoding at Scale</a></strong></h2><p>Date: Jan 30, 2026<br>Tags: Blog, Design</p><h2><strong><a href="https://research.google/blog/atlas-practical-scaling-laws-for-multilingual-models/">ATLAS: Practical scaling laws for multilingual models</a></strong></h2><p>Date: Jan 27, 2026<br>Tags: Research<br>Company: Google</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Jan.26]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026jan26</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026jan26</guid><pubDate>Mon, 26 Jan 2026 00:35:34 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://openai.com/index/scaling-postgresql/">Scaling PostgreSQL to power 800 million ChatGPT users</a></strong></h2><p>Date: Jan 22, 2026<br>Tags: Engineering<br>Company: OpenAI</p><h2><strong><a href="https://mistral.ai/news/debugging-memory-leak-in-vllm">Heaps do lie: debugging a memory leak in vLLM.</a></strong></h2><p>Date: Jan 21, 2026<br>Tags: Engineering<br>Company: Mistral</p><h2><strong><a href="https://milvus.io/blog/llm-context-pruning-a-developers-guide-to-better-rag-and-agentic-ai-results.md">LLM Context Pruning: A Developer&#8217;s Guide to Better RAG and Agentic AI Results</a></strong></h2><p>Date: Jan 15, 2026<br>Tags: OSS, Practice<br>Company: Milvus</p><h2><strong><a href="https://huggingface.co/blog/zilliz/zilliz-semantic-highlight-model">How We Built a Semantic Highlight Model To Save Token Cost for RAG</a></strong></h2><p>Date: Jan 15, 2026<br>Tags: OSS, Practice<br>Company: Hugging Face</p><h2><strong><a href="https://eugeneyan.com/writing/counterfactual-evaluation/">Counterfactual Evaluation for Recommendation Systems</a></strong></h2><p>Date: Apr, 2022<br>Tags: Learning resource</p><h2><strong><a href="https://ucp.dev/latest/">Universal Commerce Protocol</a></strong></h2><p>Date: Jan 23, 2026<br>Tags: Press release</p><h2><strong><a href="https://bfl.ai/blog/flux2-klein-towards-interactive-visual-intelligence">FLUX.2 [klein]: Towards Interactive Visual Intelligence</a></strong></h2><p>Date: Jan 15, 2026<br>Tags: Press release</p><h2><strong><a href="https://cloud.google.com/blog/products/networking/grpc-as-a-native-transport-for-mcp">A gRPC transport for the Model Context Protocol</a></strong></h2><p>Date: Jan 14, 2026<br>Tags: Press release<br>Company: Google</p><h2><strong><a href="https://www.jlowin.dev/blog/fastmcp-3-whats-new">What&#8217;s New in FastMCP 3.0</a></strong></h2><p>Date: Jan 20, 2026<br>Tags: Press release, OSS</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Jan.19]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026jan19</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026jan19</guid><pubDate>Sun, 18 Jan 2026 23:58:55 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://cursor.com/blog/agent-best-practices">Best practices for coding with agents</a></strong></h2><p>Date: Jan 9, 2026<br>Tags: Practice<br>Company: Anthropic</p><h2><strong><a href="https://pytorch.org/blog/supercharging-llms-scalable-rl-with-torchforge-and-weaver/">Supercharging LLMs: Scalable RL with torchforge and Weaver</a></strong></h2><p>Date: Jan 9, 2026<br>Tags: Practice<br>Company: PyTorch</p><h2><strong><a href="https://www.comet.com/site/blog/mipro-optimization/">MIPRO: The Optimizer That Brought Science to Prompt Engineering</a></strong></h2><p>Date: Jan 12, 2026<br>Tags: Blog<br>Company: comet</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Jan.13]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026jan13</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026jan13</guid><pubDate>Tue, 13 Jan 2026 04:50:59 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://netflixtechblog.medium.com/towards-generalizable-and-efficient-large-scale-generative-recommenders-a7db648aa257">Towards Generalizable and Efficient Large-Scale Generative Recommenders</a></strong></h2><p>Date: Jan 2, 2026<br>Tags: Engineering<br>Company: Netflix</p><h2><strong><a href="https://simonwillison.net/2025/Dec/31/the-year-in-llms/">2025: The year in LLMs</a></strong></h2><p>Date: Dec 31, 2025<br>Tags: Review</p><h2><strong><a href="https://www.comet.com/site/blog/multi-agent-systems/">Multi-Agent Systems: The Architecture Shift from Monolithic LLMs to Collaborative Intelligence</a></strong></h2><p>Date: Jan 5, 2026<br>Tags: Press release<br>Company: comet</p><h2><strong><a href="https://cloud.google.com/blog/topics/developers-practitioners/why-stochastic-rounding-is-essential-for-modern-generative-ai">Why Stochastic Rounding is Essential for Modern Generative AI</a></strong></h2><p>Date: Dec 20, 2025<br>Tags: Press release<br>Company: Google</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2026.Jan.5]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2026jan5</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2026jan5</guid><pubDate>Mon, 05 Jan 2026 07:23:56 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://karpathy.bearblog.dev/year-in-review-2025/">2025 LLM Year in Review</a></strong></h2><p>Date: Dec 28, 2025<br>Tags: Review</p><h2><strong><a href="https://jakevdp.github.io/PythonDataScienceHandbook/">Python Data Science Handbook</a></strong></h2><p>Tags: Learning resource</p><h2><strong><a href="https://medium.com/mongodb/agents-meet-databases-the-future-of-agentic-architectures-b24cdacada43">Agents Meet Databases: The Future of Agentic Architectures</a></strong></h2><p>Date: Aug 12, 2025<br>Tags: Engineering<br>Company: MongoDB</p><h2><strong><a href="https://www.comet.com/site/blog/prompt-drift/">Prompt Drift: The Hidden Failure Mode Undermining Agentic Systems</a></strong></h2><p>Date: Dec 23, 2025<br>Tags: Blog<br>Company: Comet</p><h2><strong><a href="https://blog.google/technology/ai/2025-research-breakthroughs/#ai-models">Google&#8217;s year in review: 8 areas with research breakthroughs in 2025</a></strong></h2><p>Date: Dec 23, 2025<br>Tags: Press release<br>Company: Google</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2025.Dec.22]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2025dec22</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2025dec22</guid><pubDate>Sun, 21 Dec 2025 23:48:47 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://tryolabs.com/blog/top-python-libraries-2025">Top Python libraries of 2025</a></strong></h2><p>Date: Dec 18, 2025<br>Tags: OSS, Practice</p><h2><strong><a href="https://blog.google/technology/developers/interactions-api/">Interactions API: A unified foundation for models and agents</a></strong></h2><p>Date: Dec 11, 2025<br>Tags: Press release<br>Company: Google</p><h2><strong><a href="https://developer.nvidia.com/blog/how-to-build-privacy-preserving-evaluation-benchmarks-with-synthetic-data">How to Build Privacy-Preserving Evaluation Benchmarks with Synthetic Data</a></strong></h2><p>Date: Dec 12, 2025<br>Tags: Engineering<br>Company: NVIDIA</p><h2><strong><a href="https://milvus.io/blog/introducing-aisaq-in-milvus-billion-scale-vector-search-got-3200-cheaper-on-memory.md">Introducing AISAQ in Milvus: Billion-Scale Vector Search Just Got 3,200&#215; Cheaper on Memory</a></strong></h2><p>Date: Dec 10, 2025<br>Tags: Engineering<br>Company: milvus</p><h2><strong><a href="https://opensearch.org/blog/introducing-opensearch-3-4/">Introducing OpenSearch 3.4</a></strong></h2><p>Date: Dec 16, 2025<br>Tags: Press release<br>Company: OpenSearch</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2025.Dec.15]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2025dec15</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2025dec15</guid><pubDate>Mon, 15 Dec 2025 00:19:44 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://leehanchung.github.io/blogs/2025/10/26/claude-skills-deep-dive/">Claude Agent Skills: A First Principles Deep Dive</a></strong></h2><p>Date: Oct 26, 2025<br>Tags: Hands-on</p><h2><strong><a href="https://developer.nvidia.com/blog/top-5-ai-model-optimization-techniques-for-faster-smarter-inference/">Top 5 AI Model Optimization Techniques for Faster, Smarter Inference</a></strong></h2><p>Date: Dec 9, 2025<br>Tags: Practice<br>Company: NVIDIA</p><h2><strong><a href="https://ethical.institute/state-of-ml-2025">The State of Production ML in 2025</a></strong></h2><p>Date: Dec, 2025<br>Tags: Review</p><h2><strong><a href="https://tunguz.github.io/PyTorch_Hardware_2025/">State of PyTorch Hardware Acceleration 2025</a></strong></h2><p>Date: Dec, 2025<br>Tags: Review</p><h2><strong><a href="https://cloud.google.com/blog/products/ai-machine-learning/mcp-support-for-apigee">Announcing MCP support in Apigee: Turn existing APIs into secure and governed agentic tools</a></strong></h2><p>Date: Dec 11, 2025<br>Tags: Press release<br>Company: Google</p><h2><strong><a href="https://techcrunch.com/2025/12/08/claude-code-is-coming-to-slack-and-thats-a-bigger-deal-than-it-sounds/">Claude Code is coming to Slack, and that&#8217;s a bigger deal than it sounds</a></strong></h2><p>Date: Dec 8, 2025<br>Tags: Press release</p><h2><strong><a href="https://openai.com/index/openai-to-acquire-neptune/">OpenAI to acquire Neptune</a></strong></h2><p>Date: Dec 3, 2025<br>Tags: Press release<br>Company: OpenAI</p><h2><strong><a href="https://youtu.be/X0PYfLTka7A?si=GIrhqoNMlzuOpP0S">PyData Boston March 2025 Meetup | Best practices for hiring data scientists</a></strong></h2><p>Date: Apr 15, 2025<br>Tags: Presentation</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2025.Dec.8]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2025dec8</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2025dec8</guid><pubDate>Mon, 08 Dec 2025 00:29:51 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://www.leoniemonigatti.com/blog/memory-in-ai-agents.html">Making Sense of Memory in AI Agents</a></strong></h2><p>Date: Nov 20, 2025<br>Tags: Practices</p><h2><strong><a href="https://seanfalconer.medium.com/real-time-anomaly-detection-with-apache-flink-38d909a09fce">Real-Time Anomaly Detection with Apache Flink</a></strong></h2><p>Date: Nov 18, 2025<br>Tags: Engineering</p><h2><strong><a href="https://www.letta.com/blog/skill-learning">Skill Learning: Bringing Continual Learning to CLI Agents</a></strong></h2><p>Date: Dec 2, 2025<br>Tags: Blog<br>Company: Letta</p><h2><strong><a href="https://opensearch.org/blog/opensearch-as-an-agentic-memory-solution-building-context-aware-agents-using-persistent-memory/">OpenSearch as an agentic memory solution: Building context-aware agents using persistent memory</a></strong></h2><p>Date: Dec 2, 2025<br>Tags: Press release<br>Company: OpenSearch</p><h2><strong><a href="https://developer.nvidia.com/blog/build-and-run-secure-data-driven-ai-agents/">Build and Run Secure, Data-Driven AI Agents</a></strong></h2><p>Date: Nov 24, 2025<br>Tags: Press release<br>Company: NVIDIA</p><h2><strong><a href="https://magazine.sebastianraschka.com/p/technical-deepseek">From DeepSeek V3 to V3.2: Architecture, Sparse Attention, and RL Updates</a></strong></h2><p>Date: Dec 3, 2025<br>Tags: Learning resource</p><h2><strong><a href="https://dataengineeringcentral.substack.com/p/650gb-of-data-delta-lake-on-s3-polars">650GB of Data (Delta Lake on S3). Polars vs DuckDB vs Daft vs Spark.</a></strong></h2><p>Date: Nov 13, 2025<br>Tags: Blog</p><h2><strong><a href="https://sadservers.com/advent">Advent of Sysadmin 2025</a></strong></h2><p>Date: Dec, 2025<br>Tags: Advent Calendar</p><h2><strong><a href="https://eugeneyan.com/writing/principal/">Advice for New Principal Tech ICs (i.e., Notes to Myself)</a></strong></h2><p>Date: Oct, 2025<br>Tags: Career</p><h2><strong><a href="https://youtu.be/d95J8yzvjbQ?si=X668i8IQYpPBskHL">The Thinking Game | Full documentary | Tribeca Film Festival official selection</a></strong></h2><p>Date: Nov 26, 2025<br>Tags: Documentary<br>Company: DeepMind</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2025.Dec.1]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2025dec1</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2025dec1</guid><pubDate>Mon, 01 Dec 2025 00:07:36 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://opensearch.org/blog/introducing-agentic-search-in-opensearch-transforming-data-interaction-through-natural-language/">Introducing agentic search in OpenSearch: Transforming data interaction through natural language</a></strong></h2><p>Date: Nov 24, 2025<br>Tags: Press release<br>Company: OpenSearch</p><h2><strong><a href="https://www.anthropic.com/news/disrupting-AI-espionage">Disrupting the first reported AI-orchestrated cyber espionage campaign</a></strong></h2><p>Date: Nov 14, 2025<br>Tags: Blog<br>Company: Anthropic</p><h2><strong><a href="https://medium.com/mongodb/reciprocal-rank-fusion-and-relative-score-fusion-classic-hybrid-search-techniques-3bf91008b81d">Reciprocal Rank Fusion and Relative Score Fusion: Classic Hybrid Search Techniques</a></strong></h2><p>Date: Nov 21, 2025<br>Tags: Learning resource<br>Company: MongoDB</p><h2><strong><a href="https://huggingface.co/blog/continuous_batching">Continuous batching</a></strong></h2><p>Date: Nov 25, 2025<br>Tags: Learning resource<br>Company: HaggingFace</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2025.Nov.25]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2025nov25</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2025nov25</guid><pubDate>Mon, 24 Nov 2025 23:53:35 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://www.anthropic.com/engineering/code-execution-with-mcp">Code execution with MCP: Building more efficient agents</a></strong></h2><p>Date: Nov 4, 2025<br>Tags: Blog, Practice<br>Company: Anthropic</p><h2><strong><a href="https://www.philschmid.de/gemini-3-prompt-practices">Gemini 3 Prompting: Best Practices for General Usage</a></strong></h2><p>Date: Nov 19, 2025<br>Tags: Blog, Practice</p><h2><strong><a href="https://research.google/blog/generative-ui-a-rich-custom-visual-interactive-user-experience-for-any-prompt/">Generative UI: A rich, custom, visual interactive user experience for any prompt</a></strong></h2><p>Date: Nov 18, 2025<br>Tags: Press release<br>Company: Google</p><h2><strong><a href="https://qdrant.tech/blog/qdrant-1.16.x/">Qdrant 1.16 - Tiered Multitenancy &amp; Disk-Efficient Vector Search</a></strong></h2><p>Date: Nov 19, 2025<br>Tags: Press release<br>Company: Qdrant</p><h2><strong><a href="https://opensearch.org/blog/introducing-real-time-streaming-for-ai-models-and-agents-in-opensearch/">Introducing real-time streaming for AI models and agents in OpenSearch</a></strong></h2><p>Date: Nov 18, 2025<br>Tags: Press release<br>Company: OpenSearch</p><h2><strong><a href="https://developer.nvidia.com/blog/building-an-interactive-ai-agent-for-lightning-fast-machine-learning-tasks/">Building an Interactive AI Agent for Lightning-Fast Machine Learning Tasks</a></strong></h2><p>Date: Nov 7, 2025<br>Tags: Blog<br>Company: NVIDIA</p><h2><strong><a href="https://www.comet.com/site/blog/ai-agents/">The Definitive Guide to Agentic AI: What AI Agents Actually Are and How to Build Them for Production</a></strong></h2><p>Date: Nov 13, 2025<br>Tags: Blog<br>Company: comet</p><h2><strong><a href="https://pair.withgoogle.com/explorables/sae/">Mapping LLMs with Sparse Autoencoders</a></strong></h2><p>Date: Oct, 2025<br>Tags: Learning resource</p><h2><strong><a href="https://www.youtube.com/watch?v=DxwDaoUijTc">KEYNOTE: Hannes Mu&#776;hleisen - Data Architecture Turned Upside Down | PyData Amsterdam 2025</a></strong></h2><p>Date: Oct 31, 2025<br>Tags: Presentation</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item><item><title><![CDATA[state-of-mlops 2025.Nov.19]]></title><description><![CDATA[Here are the list of great MLOps articles/OSS this week.]]></description><link>https://stateofmlops.substack.com/p/state-of-mlops-2025nov19</link><guid isPermaLink="false">https://stateofmlops.substack.com/p/state-of-mlops-2025nov19</guid><pubDate>Wed, 19 Nov 2025 00:50:45 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!f0K1!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3102a83e-5c35-419f-ad9b-3a2cf5beb35f_1024x1024.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Here are the list of great MLOps articles/OSS this week. <a href="https://github.com/sponsors/keigohtr">Your sponsorship</a> will support this newsletter.</p><div><hr></div><h2><strong><a href="https://cloud.google.com/blog/topics/developers-practitioners/where-to-use-sub-agents-versus-agents-as-tools">ADK architecture: When to use sub-agents versus agents as tools</a></strong></h2><p>Date: Nov 8, 2025<br>Tags: Blog<br>Company: Google</p><h2><strong><a href="https://opensearch.org/blog/building-powerful-rag-pipelines-with-docling-and-opensearch/">Building powerful RAG pipelines with Docling and OpenSearch</a></strong></h2><p>Date: Nov 10, 2025<br>Tags: Blog, Design<br>Company: OpenSearch</p><h2><strong><a href="https://www.comet.com/site/blog/llm-observability-tools/">Best LLM Observability Tools of 2025: Top Platforms &amp; Features</a></strong></h2><p>Date: Nov 11, 2025<br>Tags: Review<br>Company: Comet</p><h2><strong><a href="https://www.comet.com/site/blog/human-in-the-loop/">Human-in-the-Loop Review Workflows for LLM Applications &amp; Agents</a></strong></h2><p>Date: Nov 11, 2025<br>Tags: Blog<br>Company: Comet</p><h2><strong><a href="https://ai.meta.com/blog/omnilingual-asr-advancing-automatic-speech-recognition/">Omnilingual ASR: Advancing Automatic Speech Recognition for 1,600+ Languages</a></strong></h2><p>Date: Nov 10, 2025<br>Tags: Press release<br>Company: Meta</p><h2><strong><a href="https://research.google/blog/introducing-nested-learning-a-new-ml-paradigm-for-continual-learning/">Introducing Nested Learning: A new ML paradigm for continual learning</a></strong></h2><p>Date: Nov 7, 2025<br>Tags: Paper<br>Company: Google</p><div><hr></div><p>The list is updated every weeks. <br>https://github.com/keigohtr/state-of-mlops<br>https://x.com/keigohtr</p><div class="subscription-widget-wrap-editor" data-attrs="{&quot;url&quot;:&quot;https://stateofmlops.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Subscribe&quot;,&quot;language&quot;:&quot;en&quot;}" data-component-name="SubscribeWidgetToDOM"><div class="subscription-widget show-subscribe"><div class="preamble"><p class="cta-caption">Thanks for reading state-of-mlops Substack! Subscribe for free to receive new posts and support my work.</p></div><form class="subscription-widget-subscribe"><input type="email" class="email-input" name="email" placeholder="Type your email&#8230;" tabindex="-1"><input type="submit" class="button primary" value="Subscribe"><div class="fake-input-wrapper"><div class="fake-input"></div><div class="fake-button"></div></div></form></div></div>]]></content:encoded></item></channel></rss>