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March 3, 2026

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

  1. Context Management and MCP

    cra.mr

    David Cramer discusses the value of steering agents with MCP versus CLI, emphasizing that MCP's primary advantage is providing LLM-catered responses and hints for better context management.

  2. MCP is dead. Long live the CLI

    ejholmes.github.io

    Eric Holmes argues that Model Context Protocol (MCP) is redundant because LLMs are already adept at using composable, battle-tested CLI tools which are easier for humans to debug and manage.

  3. Designing private network connectivity for RAG-capable gen AI apps

    cloud.google.com

    Google Cloud presents a reference architecture for building secure, private network connectivity for Retrieval-Augmented Generation (RAG) applications that avoid the public internet.

  4. OpenAI Raises $110 Billion as It Races Toward IPO

    wsj.com

    OpenAI has secured $110 billion in new funding from investors like Amazon, SoftBank, and Nvidia, valuing the company at $730 billion ahead of a potential IPO.

  5. Cloudflare just slop forked Next.js…

    youtube.com

    Fireship covers Cloudflare's controversial decision to fork Next.js, highlighting the ongoing tension between cloud providers and framework maintainers.

  6. Anthropic’s Claude reports widespread outage

    techcrunch.com

    Anthropic's Claude services experienced significant downtime for web and Claude Code users, though the API remained largely functional.

  7. Andrew Ng Says AGI Is Decades Away—and the Real AI Bubble Risk Is in the Training Layer

    inc.com

    AI pioneer Andrew Ng believes human-level AGI is still decades away and that agentic systems automating workflows represent the most significant near-term economic opportunity.

  8. 'Cancel ChatGPT': AI boycott surges after OpenAI-Pentagon military deal

    euronews.com

    A movement called "QuitGPT" is calling for a boycott of OpenAI after the company reached a deal to deploy its models on classified U.S. military networks following Anthropic's refusal of a similar offer.

  9. They spent MILLIONS on this...

    youtube.com

    Matthew Berman reviews an AI project that was bought millions of dollars, while it could be vibe coded under 1 hour.