THE ML ENGINEER · TOPIC ARCHIVE
Newsletter issues on AI agents
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#401Aug 2026Raschka on Claude's Watermarking, The Netflix GenRec Paper, Speculative Decoding on AMD GPUs, DeepSeek's Agent Harness, Postgres for Everything + more 🚀#400Aug 2026Production ML Across 2015-2035, Zalando on Agentic Engineering at Scale, Stealing Reasoning from Encrypted Traces, Hugging Face on Open Models, Cloudflare on MCP Traffic Control + more 🚀#399Aug 2026The New Institute for AI, Multi-Tenant Multi-Tier Memory for AI Agents, LLMs Reward Expertise, Qwen3.8-Max and Open Weights, Harness Design for Long-Running Apps, Mistral's Shieldstral Safety Classifier + more 🚀#394Jul 2026Stanford Study on Local LLMs, Snorkel's Senior SWE-Bench, Google DeepMind's Tabular Foundation Model, Performance Per Dollar Improving, CVEs Spike After Mythos Release + more 🚀#393Jun 2026The Future of Agents with Andrew Ng, Sebastian Raschka's Local Agent Setup, Memory in the Age of Agents, PydanticAI V2 Now Released, O'Reilly Radar Trends to Watch in 2026 + more 🚀#391Jun 2026Autonomous Agentic Systems, OpenAI Codex Engineering, Anthropic on Self Service Analytics, Amazon's Tabluar Foundation Models, Kimi 2.7 Code Model Release + more 🚀#389May 2026Engineering Like It's 2007, Netflix LLM Finetuning Infra, OpenAI & Anthropic Finding Market Fit, Reviving PapersWithCode.co, Massive Open Text-To-Image Dataset + more 🚀#387May 2026Toto 2.0 Time Series Foundation Model, TabPFN-3 Tabular Foundation Models, Stanford SWE Real-World Dataset, DeepMind AlphaEvolve Scaling Impact, Mozilla on Mithos Vulnerabilities + more 🚀#385May 2026Demis Hassabis: Agents & AGI, Google Cloud MCP Ecosystem, Netflix State of ML Serving, PyTorch Lightning Supply Attack, Multi-Modal Traces in MLFlow + more 🚀#384Apr 2026Intercom 2X'd Engineering Velocity, Qwen3.6-27B Coding, Scientific Theory for Deep Learning, META KernelEvolve Optimizes AI Infrastructure, OpenAI Releasing GPT-5.5 + more 🚀#382Apr 2026Releasing KAOS v0.4.1!, Come Say Hi @ PyCon DE!, KAOS Autonomous Extension, Anthropic Tackling Security Risks, How People Use ChatGPT, Linus Torvalds Agentic Guidelines + more 🚀#381Apr 2026Alibaba Releasing QWEN-3.6, Google DeepMind on TurboQuant, MIT FlowMatch & Diffusion Models, NGROK on Quantization from Scratch, Stanford Transformer Course + more 🚀#380Mar 2026Agentic Engineering Practices, Recommendation System at BlueSky, Raschka's Open LLM Dream, Building a MCP Ecosystem at Pinterest, Dual Text-Forecasting Foundation Model + more 🚀#379Mar 2026Scaling Karpathy AutoResearch, Mamba-3 State Space Model, META's No Language Left Behind LLM, Karpathy's No Priors Podcast, AI Redrawing Databases + more 🚀#378Mar 2026The State of Data Agents, Agentic Engineering Quality, Scaling Python Performance, Hacking McKinsey's Platform, DuckDB Benchmarks in Macbook Neo + more 🚀#377Mar 2026Our new project went viral, QWEN-3.5 Challenging Sonnet, Simon Willison on Agentic Patterns, The Q, K, V Matrices, What is Entropy?, META AMD GPU Workloads + more 🚀#376Mar 2026New project release!, The Pydantic AI Server, Visual Intro to PyTorch, The Good Open Source AI List, New Python Sandbox for AI, Sebastian Raschka's 8th Chapter + more 🚀#375Feb 2026New project extension!, Monitoring Multi-Agent Systems, CircleCI 2026 Delivery Report, Distributed Systems Simulation, Karpathy's 200-line MicroGPT, From Memes to Websites + more 🚀#374Feb 2026New project release!, DuckDB Agent Data Extension, State of Data Eng Report, New Tabular Foundation Model, Speeding Up LLM Inference, Gemini Deep Think 3 + more 🚀#373Feb 2026CodeMode + Graph in KAOS, Building TikTok RecSys from Scratch, RL-Aligned Ranking in RecSys, The Waymo World Model, Metaflow + Kubeflow Announcement + more 🚀#372Feb 2026Claude Code: It's Not Replacing Devs, OpenAI’s In-House Data Agent, DeepMind's Take on World Models, MeiTuan Bi-Lingual Image Model + more 🚀#371Jan 2026Releasing the KAOS Framework, OpenAI Scaling Postgres to 800m Users, FastMCP 3.0 Released, Anthropic's Original Take-home Test, 7 Deadly Sins of Eng Productivity + more 🚀#370Jan 2026Releasing the KAOS Framework, FLUX: Interactive Visual Intelligence, Counterfactuals for RecSys, Universal Commerce Protocol, DuckDB for Everything Data + more 🚀#369Jan 2026Databases 2025 Year in Review, Lessons from 21 Years at Google, Raschka's Big LLM Architectures, Measuring AI Ability for Long Tasks + more 🚀#368Jan 2026Prod ML Hits 20k Stars in Github 🚀, Sebastian Raschka LLM Year Review, Simon Willison 2025 Review, OpenRouter 100 Trillion Token Analysis + more 🚀#367Dec 2025Karpathy 2025 Year in Review, Text-to-SQL Optimization Learnings, MIT Distributed Systems, Python Data Science Handbook + more 🚀#365Dec 2025PyTorch Hardware Acceleration in 2025, Anthropic MCP now in Linux Foundation, OpenAI Enterprise AI Report, AI Eats the World 2025 + more 🚀#360Nov 2025Tabular Foundation Era Begins, AI-Assisted Engineering Report, PyTorch Agent Framework (+RL), Bench for Semantic Query Engines + more 🚀#357Oct 2025Claude Skills Driving Agentic Innovation, Truths in Software that are False in AI, Karpathy on the Decade of Agents, Blameless Culture in Engineering + more 🚀#355Oct 2025Andrew Ng New Stanford ML Course, Introduction to Multi-Armed Bandits, Designing Agentic Loops, Building Generative Recommendations + more 🚀#350Aug 2025Stanford Study on AI Automation Impact, Python: The Documentary, A Software Eng Agent in 100 Lines, Developer Productivity Metrics Reading List, SpaCy Against LLM Maximalism + more 🚀#348Aug 2025LeadDev AI Impact Report, MCP Vulnerabilities For Every Dev, Architecting Large Software Sys, Machine Learning Visualised, Best Practice for Agentic Systems + more 🚀#347Aug 2025Atlassian 2025 State of DevEx, GPT-5 Attributes, Pricing + Card, Qwen Image Technical Report, Google DeepMind World Model, Raschka on Qwen 3 From Scratch + more 🚀#345Jul 2025Reverse Eng Github's App AI, Raschka's LLM Architectures, State of Homomorphic Encryption, Ray Data, Train and Tune, Writing Toy Software to Improve + more 🚀#344Jul 2025The State of GenAI in 2025, Neural Net Operating System, Chain of Thought Monitoring, Crawling a Billion Pages, Principal Engineering at Amazon + more 🚀#343Jul 2025Andrew Ng on Building Faster, GetDX: Measuring AI Productivity, Coding Languages by Efficiency, Twitter Releasing Grok Model, Decreased Productivity with AI + more 🚀#342Jul 2025Microsoft AI Path to Medical Superintelligence, OpenAI Practical Guide to Agents, McKinsey's Trillion War for Data Centers, Bloom Filters by Example, The Jax ML Scaling Book + more 🚀#340Jun 2025Karpathy on Software Evolution, Google on Securing AI Agents, Anthropic on Building AgenticSys, State of Eng Leadership 2025, Quantum Computing Lecture Notes + more 🚀#339Jun 2025Time-Blind Large Visual Models, Unified Metadata Model at Netflix, Mistral Reasoning Model Magistral, Unreasonable Effectiveness of For-Loop in GenAI, Human Quality Text-to-Speech + more 🚀#337Jun 2025Github CEO on AI Code Race, Black Forest Labs Flux.1 Kontext, The Hidden Bloat on ML Systems, OpenAI ChatGPT Academy, Introducing Perplexity Labs + more 🚀#336May 2025Datadog OSS Observability ML, Anthropic Releases Claude 4, Upgraded Climate Foundation AI, Mistral Launches Devstral OSS, Microsoft AI Red Teaming Labs + more 🚀#335May 2025OWASP Agent Name Service, OpenAI's New Software Engineer, On Complex Systems at Scale, Google on Text-to-SQL models, DeepMind on Coding Agents + more 🚀#332Apr 2025The GenAI Ecosystem in 2025, AI Code Generation for Research, Forecasting Principles & Practice, META AI Multi-Modal Architecture, Google Gemma for Consumer GPUs + more 🚀#330Apr 2025Stanford AI Index Report, Google's Agent2Agent Protocol, Yann LeCun on Future of LLMs, The S in MCP is for Security, DeepMind and GenAI Competition + more 🚀#325Mar 2025Karpathy's Tips on LLMs, China's New Autonomous AI Agent, Reading Papers for Engineers, MIT Distributed Systems Course, Difussion Training in Micro-Budget + more 🚀#323Feb 2025OWASP Agentic AI Security, Sakana AI Making CUDA Slower, Karpathy Deep Dive on LLMs, AI Code Increase Tech Debt, Bluesky Lossy Timeline / Ranking + more 🚀#322Feb 2025Microsoft on GenAI Making Us Dumb, Text to SQL: The Ultimate Guide, Perplexity Deep Research, Anthropic Economic Index, Build Your Own <Anything> + more 🚀#319Jan 2025DeepSeek AI Taking by Storm, Add RecSys Engine to Your Apps, 7 Most Influential CompSci Papers, LLMOps in Prod Case Studies, OpenAI's New Browser "Operator" + more 🚀#317Jan 2025Chip Huyen on Agentic AI, 10y Review of Anomaly Detection, Modular SVGs with GenAI Models, Efficient Coding with LLMs, Extracting AI models from Apps + more 🚀#315Dec 2024AI Agents to Control Computers, Best Software Engineering Papers, Alibaba's Reasoning LLM Model, Maximum Likelihood ELI5, AMD GPU Inference Optimization + more 🚀#314Dec 2024Raschka's Top LLM Papers 2024, DeepMind on Agent Cooperation, Google's Globally Distributed DB, Gentle Intro to Graph DL, An Evolved Transformer Memory + more 🚀#311Dec 2024Number of ML Models in Prod, Building a GenAI Platform, Open Source Agentic Workflows, Over 1000 Python Videos, Advent of Code 2024 + more 🚀#310Nov 2024MLOps Prod Best Practice, GenAI Simulating 1k Real People, Salesforce's Time Series ML, The Data Engineer Handbook, Anthropic's Responsible AI + more 🚀#304Oct 2024Building Virtual Worlds with ML, Repo of ML Monitoring Metrics, Salesforce Red Teams for AI/LLMs, Cognitive Load in Developers + more 🚀#302Sept 2024ML Optimization Gone Wrong, Google Measuring Dev Goals, XKCD 10y: Hard vs Impossible, GPU Puzzles For Fun & Profit + more 🚀#300Sept 2024Survey: State of Prod ML 2024, OpenAI Reasoning with LLMs, Copilot is making Devs Worse, The ML Engineering Open Book, Rise of OSS Time Series DBs + more 🚀#286Jun 2024AI in Engineering at Google, The LLM Fine Tuning Index, Free Bayesian Data Analysis Book, Alibaba's Latest LLM Qwen2, Microsoft's Climate Foundation Model + more 🚀#245Aug 2023Patterns for LLM-based Systems, Meta's CodeLlama Released, An Elegant Puzzle Book Notes, Hands on Train & Deploy ML, Advanced Probabilistic ML Book + more 🚀#233Jun 2023Deep Learning GenAI Courses, Industral Transformer Forecasting, Ride Sharing App From Scratch, Writing LLM-Powered Applications, Programmer Interrupted Cost + more 🚀#182Jun 2022High Performance ML at Scale, Orchestrating ML Applications, Kafka Streaming Patterns for ML, The Go Programming Language, The SPACE of Dev Productivity + more 🚀#178May 2022Enterprise Declarative ML System, Alibaba Scale Recommenders, DeepMind's Generalist Agent, Product Success DS Guide, Transformers from Scratch + more 🚀#175Apr 2022Production ML and Security: MLSecOps, MLOps in Food Delivery at Wolt, OpenAI Davinci Building Games, AI in 2021 GitLab DevOps Survey, C is Not a Language Anymore + more 🚀#164Feb 2022DeepMind AI Dev AlphaCode, Databases 2022 Year in Review, Evolving Notebook Infra at Twitter, Doordash Feature Eng System, O'Reilly on Causal Inference + more 🚀#115Feb 2021Towards Simple Trustworthy AI, Python Developers Survey 2020, SpaCy 3.0 Launch Highlights, Neural Massive Online Multiplayer, Teaching Cars to See at Scale + more 🚀