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October 29, 2026

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

  1. Gemini 4 Carbon: our next frontier model

    blog.google

    Achieves #1 on the Artificial Analysis Intelligence Index v5.0 (59) with frontier long-horizon coding and defensive cybersecurity gains—scoring 88.2% on SEC-bench Pro for vulnerability discovery, 54.8% on ExploitGym, and 71.0% on CWE-bench for patching—rolling out first to vetted defenders through the Fairwind Program.

  2. Build Your Own Team of Managed Agents - Jack Wotherspoon, Google DeepMind

    youtube.com

    Introduces Gemini Managed Agents on the Interactions API, launching Antigravity-harnessed coding agents inside shared cloud sandboxes from a single API call with custom AGENTS.md files, uploaded skills, scheduled triggers, and an outbound credential proxy that keeps raw secrets out of the sandbox.

  3. OpenSandbox Joins AAIF as Open Isolation Platform for AI Agents

    aaif.io

    Standardizes isolated agent execution environments under the Agentic AI Foundation via OpenAPI lifecycle and execution (execd) contracts with multi-language SDKs and interchangeable Docker and Kubernetes runtime backends under Apache 2.0.

  4. Build and manage Connected Apps in one place

    blog.google

    Launches the Connected Apps Platform preview and Google Connected Console so developers can integrate cloud-hosted MCP servers or Android MCP (AppFunctions APIs) once, deploy verified integrations across Google Search and the Gemini app, and monitor traffic, latency, and error rates.

  5. AI Agent Memory Architecture: Structured SQL, Semantic Vector Search & Memory Bank

    youtube.com

    Separates exact relational lookups in Cloud SQL and PostgreSQL from semantic recall in AlloyDB pgvector and Vertex AI Agent Engine Memory Bank using an asynchronous two-track read/write loop that processes multimodal audio and video streams without blocking real-time voice latency.

  6. Google "Carbon" just won everything...

    youtube.com

    Analyzes Google DeepMind's Gemini 4 Carbon release, examining its jump to #1 on the Artificial Analysis Intelligence Index v5.0 (59), state-of-the-art vulnerability discovery and patching scores across SEC-bench Pro and CWE-bench, and gated rollout to cyber defenders via the Fairwind Program.

  7. Anthropic's IPO Prospectus Explained

    youtube.com

    Breaks down Anthropic's Form S-1 SEC registration statement for its proposed Nasdaq listing, contrasting surging enterprise Claude revenue against frontier compute capital expenditures and its Public Benefit Corporation governance structure.

  8. Did the AI bubble just pop?

    youtube.com

    Evaluates recent AI market pullbacks, hyperscaler capital expenditure pressures, and enterprise ROI scrutiny to assess whether the generative AI investment boom is entering a structural correction.