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August 21, 2026

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

  1. Ornith-1.5: From Self-Scaffolding to Self-Improvement

    ornith.ai

    Ornith releases Ornith-1.5, an open-source model family spanning 9B Dense to 397B MoE architectures that enables autonomous self-improvement by generating novel tasks, dynamic scaffolds, and reinforcement learning rollouts.

  2. DeepSeek is back... and Silicon Valley is terrified

    youtube.com

    Fireship analyzes the rapid evolution of DeepSeek's open-weights frontier models and their disruptive competitive impact across Silicon Valley and closed-source AI labs.

  3. Expanding Google Antigravity for enterprise customers

    cloud.google.com

    Google announces the expansion of Google Antigravity to Gemini Enterprise subscriptions, introducing pooled token quotas, project-level spend thresholds, centralized audit logging, and IDE extensions for development teams.

  4. Enterprise | Google Antigravity Docs

    antigravity.google

    Google publishes the enterprise administration documentation for Google Antigravity, detailing administrative spend controls, pooled quota management, audit logging, and workspace sandboxing policies.

  5. Make your website agent ready with WebMCP

    youtube.com

    Google Cloud Tech demonstrates how developers can implement WebMCP to expose typed tools directly within web pages so autonomous AI agents can interact with websites reliably and efficiently.

  6. How to modernize legacy codebases using AI coding agents (Step by step guide)

    youtube.com

    Google Cloud Tech delivers a step-by-step practical guide demonstrating how software engineers can safely refactor, test, and modernize legacy enterprise codebases using autonomous AI coding agents.

  7. Slack is launching collaborative vibe-coding channels

    theverge.com

    The Verge reports on Slack's rollout of dedicated collaborative vibe-coding channels that enable software engineering teams and autonomous AI agents to build and iterate on code together in shared spaces.

  8. Gemini Spark versus Hermes Agent versus OpenClaw: Who Wins and Why?

    hackernoon.com

    HackerNoon compares Gemini Spark, Hermes Agent, and OpenClaw across security architectures, pricing models, and execution capabilities to evaluate the optimal agent runtime for developers and enterprises.

  9. AI 101: Hermes vs OpenClaw: Local AI Agents Compared

    turingpost.com

    Turing Post provides an in-depth architectural comparison of Hermes Agent and OpenClaw, examining memory management, self-improving skill execution, task scheduling, and local agent safety.

  10. How to build AI agents with Gemini Enterprise & Workspace

    youtube.com

    Google Cloud Tech illustrates how enterprise administrators and developers can build and deploy autonomous AI agents by connecting Gemini Enterprise with Google Workspace APIs and data connectors.

  11. Building And Structuring An AI Native Company

    youtube.com

    Y Combinator General Partner Tom Blomfield shares strategic research and architectural insights on structuring AI-native organizations around autonomous agent loops and continuous data feedback.

  12. 11 INSANE Use Cases for Grok Bot

    youtube.com

    Matthew Berman highlights eleven practical use cases and workflow automations unlocked by xAI's Grok bot across web research, data parsing, and multi-step reasoning.