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July 17, 2026

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

  1. Meet Kimi K3

    youtube.com

    Moonshot AI introduces Kimi K3, a next-generation Mixture-of-Experts model featuring a 1-million-token context window and the ability to orchestrate up to 300 sub-agents for complex reasoning and engineering tasks.

  2. NotebookLM is now Gemini Notebook

    blog.google

    Google has rebranded NotebookLM to Gemini Notebook, introducing a secure, isolated cloud virtual machine for each notebook that allows the AI to natively execute Python code for dataset cleaning, statistical analysis, and spreadsheet generation.

  3. Give your app search superpowers: Agent Retrieval (Vector Search 2.0)

    youtube.com

    Google Cloud Tech introduces Agent Retrieval, an evolution of Vector Search that combines high-performance semantic retrieval with autonomous LLM reasoning to resolve complex, multi-faceted queries.

  4. Grok Build Uploaded Entire Git Repositories to xAI Storage, Not Just Files It Read

    thehackernews.com

    Security analysis reveals that xAI's Grok Build autonomous agent by default uploads entire tracked Git repositories and full commit histories to xAI storage, exposing unread files and unredacted .env secrets.

  5. Expanding Choice in Gemini Enterprise Agent Platform: Introducing Grounding with Parallel Web Search

    developers.googleblog.com

    Google Cloud has partnered with Parallel Web Systems to natively integrate its real-time search API as a web grounding provider on Gemini Enterprise Agent Platform, offering developers expanded architectural and licensing flexibility.