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October 14, 2026

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

  1. Redesigning source control at Anthropic

    anthropic.com

    Anthropic details Scion, an in-house version control system built with Claude to replace Git after daily merges scaled from 2,500 to over 30,000 across its monorepo.

  2. Applying Gemini 4 for large-scale codebase maintenance in Chromium

    youtube.com

    Google DeepMind demonstrates how Gemini 4 Argon coordinates independent agents to untangle and refactor the multi-million-line Chromium codebase with automated test verification.

  3. Gemini 4 Argon: Modernizing 40 year code

    youtube.com

    Google Antigravity shows how Gemini 4 Argon autonomously transforms four-decade-old scientific software into modern, reliable Rust.

  4. Gemini 4 Argon: 10 incredible AI demos (1M token output in action)

    youtube.com

    Google Cloud Tech presents 10 end-to-end demonstrations highlighting Gemini 4 Argon's 1-million-token output headroom across legacy migrations, autonomous Android UI generation, and real-time WebGPU shaders.

  5. Using Gemini 4 Argon to protect against Cyber attackers

    youtube.com

    Wiz security researchers demonstrate Gemini 4 Argon uncovering twice as many real-world vulnerabilities and identifying critical privilege escalations in healthcare software.

  6. Teaching a humanoid robot to play cornhole with Gemini 4 Argon

    youtube.com

    Google DeepMind showcases Gemini 4 Argon converting human video into MuJoCo physics simulations to calculate whole-body controls for Apptronik's Apollo 2 humanoid robot.

  7. Untangling 500-page chemistry patents with Gemini 4

    youtube.com

    Isomorphic Labs demonstrates Gemini 4 Argon extracting complex molecular structures and experimental data from 500-page chemistry patents into structured reports in hours instead of weeks.

  8. Gemini 4 Argon: 3D World in Blender

    youtube.com

    Google Antigravity demonstrates Gemini 4 Argon autonomously designing, modeling, and rendering a full 3D environment in Blender from a single prompt using multi-agent loops.

  9. Gemini 4 Argon: 100+ Pages Localized to 17 Languages in 2 Days

    youtube.com

    The Google Antigravity team utilizes Gemini 4 Argon multi-agent workflows to localize over 100 pages of technical documentation into 17 languages in two days.

  10. Chess: Gemini 4 Argon

    youtube.com

    Google showcases Gemini 4 Argon applying deep reasoning and long-horizon tactical planning to solve complex chess scenarios.

  11. Google just went FRONTIER (Gemini 4 Argon)

    youtube.com

    Matthew Berman analyzes Gemini 4 Argon's frontier reasoning benchmarks, 1-million-token output capabilities, and enterprise integrations across Google Cloud and Box.

  12. Cyberattacks crank French supermarket refrigeration systems up to 50°C

    theregister.com

    Cyberattacks targeting Danfoss cold-storage controllers with predictable daily authentication bypasses pushed refrigeration units up to 50°C, spoiling perishable food across hundreds of French supermarkets.