Skip to content
← All news

October 22, 2026

7 curated links on AI agents, Python, security, Google Cloud, and engineering, selected by Médéric Hurier.

  1. How NVIDIA OpenShell reference architecture secures and governs AI agent workloads at scale

    developer.nvidia.com

    NVIDIA open-sources OpenShell, a reference architecture combining Gateway, Supervisor, Sandbox, and Policy Prover components to enforce hardware-isolated security, governance, and rapid quarantine for agentic AI workloads at scale.

  2. Introducing Claude Duet

    youtube.com

    Anthropic introduces Claude Duet, an autonomous agent application that surfaces priorities, executes workflows in the background after the user puts their phone down, and verifies sensitive actions before proceeding.

  3. Powering the Agent Development Lifecycle with any framework, from ADK to LangChain and beyond

    developers.googleblog.com

    Google introduces the Agents CLI Extension System, enabling developers to scaffold, evaluate, deploy, and enforce compliance policies across multiple agent frameworks including LangChain within a unified command surface.

  4. Google Cloud infrastructure at NVIDIA GTC Berlin 2026

    cloud.google.com

    Google Cloud and NVIDIA expand their infrastructure collaboration with A5X instances powered by the Vera Rubin NVL72 platform, Virgo Network scaling, Managed Lustre GPUDirect Storage, and sovereign AI capabilities.

  5. Same GPU, 50% More Output — Why the Operator Matters

    youtube.com

    SemiAnalysis explains how optimized serving stacks deliver 50% more output on identical B200 hardware while introducing the ClusterMAX benchmark to evaluate cluster operator efficiency.

  6. Sundar Pichai on recursive self-improvement, compute dilemmas, and future interfaces

    youtube.com

    Alphabet CEO Sundar Pichai discusses Google's frontier AI roadmap, compute allocation tradeoffs between research and cloud revenue, recursive self-improvement, and next-generation agent interfaces on the Big Technology Podcast.

  7. How an AI hedge fund lost $35 billion in 72 hours

    youtube.com

    The Infographics Show analyzes how Leopold Aschenbrenner's AI-focused hedge fund faced margin calls and forced liquidations following massive leveraged bets on AI infrastructure and semiconductor stocks.