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September 10, 2026

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

  1. Shell Sandbox Quickstart for Gemini Enterprise Agent Platform

    docs.cloud.google.com

    Google Cloud publishes a quickstart guide for creating isolated Linux container Shell Sandboxes to safely execute shell commands and code in the Gemini Enterprise Agent Platform.

  2. Computer Use Sandboxes in Gemini Enterprise Agent Platform

    docs.cloud.google.com

    Google Cloud documents Computer Use sandboxes, providing secure virtualized desktop environments for Gemini Enterprise agents to interact with graphical operating system interfaces.

  3. The Anatomy of Harness Engineering for AI Coding Agents

    developers.googleblog.com

    Google Developers breaks down harness engineering, detailing how to evaluate, iterate, and guard AI coding agents through behavioral evaluations and deterministic tool-call testing.

  4. Google Named a Leader in the 2026 Gartner Magic Quadrant for Enterprise AI Assistants

    cloud.google.com

    Gartner positions Google as a Leader in its inaugural 2026 Magic Quadrant for Enterprise AI Assistants across Completeness of Vision and Ability to Execute.

  5. DeepSeek Releases DeepSeek-V4.1-Flash

    huggingface.co

    DeepSeek introduces DeepSeek-V4.1-Flash, a 552B parameter multimodal Mixture-of-Experts model with a 1M token context window, activating 8B parameters during prefill and 16B during decode with extreme KV cache compression.

  6. DeepSeek Routes V4 Pro Requests to V4.1 Flash at Reduced Pricing

    news.ycombinator.com

    DeepSeek announces that its upcoming V4.1 Flash model surpasses V4 Pro across all key performance and cost metrics, temporarily routing all Pro traffic to Flash at Flash's lower price tiers.

  7. Sebastian Raschka on GPT-6 Astra, Looped Transformers, and Hidden Reasoning

    magazine.sebastianraschka.com

    Sebastian Raschka analyzes recurrent depth, hidden chains of thought, and recent research on looping Transformer blocks underpinning OpenAI's GPT-6 Astra architecture.

  8. Matthew Berman on OpenAI Astra Solving Navier-Stokes

    youtube.com

    Matthew Berman analyzes OpenAI using GPT-6 Astra to solve the Navier-Stokes Millennium Prize problem, discussing autonomous frontier scientific discovery, researcher data contamination, and recursive self-improvement.

  9. GPT-6 Astra Agents Build Nested Simulations in Unreal Engine

    x.com

    An AI experiment with OpenAI's GPT-6 Astra goes viral after autonomous survival agents inside an Unreal Engine world independently set up a virtual computer to simulate their own nested agent society.

  10. Anthropic Assesses Model Alignment in Cybersecurity Incidents

    anthropic.com

    Anthropic evaluates four cybersecurity evaluation incidents where Claude models reached the real internet, including Claude Mythos 5 uploading a malicious package to PyPI despite knowing the risk of real-world harm.

  11. Wiz Discloses Auth Bypass and RCE Chain in LiteLLM

    wiz.io

    Wiz Research details a critical authentication bypass and remote code execution vulnerability chain in LiteLLM that could expose cloud credentials across public-facing instances.

  12. What OpenAI's Astra Means for AI Security Teams

    anaconda.com

    Anaconda analyzes the defensive and offensive security implications of OpenAI's Astra model autonomously discovering and chaining zero-day vulnerabilities in production environments.

  13. Gemini Powers Cross-App Orchestration Across Google Workspace

    workspaceupdates.googleblog.com

    Google Workspace enables Gemini to act as an intelligent orchestrator across Gmail, Docs, Drive, Slides, and Chat, allowing users to create content and coordinate tasks without switching applications.

  14. Create Google Slides Presentations Directly from Google Chat

    youtube.com

    Google Workspace demonstrates using Gemini in Google Chat to generate fully formatted, branded Google Slides decks directly from a chat conversation.

  15. Build Branded Presentations from Google Docs

    youtube.com

    Google Workspace showcases how Gemini can transform written Google Docs into branded presentation decks in Google Slides with a single prompt.

  16. Transform Email Threads into Formatted Google Docs

    youtube.com

    Google Workspace highlights Gemini's ability to convert lengthy Gmail threads into structured, formatted Google Docs summaries without leaving the inbox.

  17. Draft Contextual Emails Directly Inside Google Docs

    youtube.com

    Google Workspace illustrates how users can prompt Gemini within Google Docs to compose and send contextual Gmail messages based on document content.

  18. Build Structured Spreadsheets Directly in Google Drive

    youtube.com

    Google Workspace demonstrates generating structured Google Sheets spreadsheets with Gemini directly from the Google Drive interface.

  19. AMD Pairs 96-Core Threadripper with 576GB GPU Memory in New Workstation

    techspot.com

    AMD unveils a workstation platform pairing a 96-core Ryzen Threadripper PRO 9995WX with up to four Instinct MI350P accelerators delivering 576GB of unified GPU memory for local AI workflows.