# News: March 3, 2026

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

- Author: [Médéric Hurier (Fmind)](https://www.fmind.dev/)
- Published: 2026-03-03
- URL: https://www.fmind.dev/news/2026-03-03/

- [Context Management and MCP](<https://cra.mr/context-management-and-mcp>): 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.
- [MCP is dead. Long live the CLI](<https://ejholmes.github.io/2026/02/28/mcp-is-dead-long-live-the-cli.html>): 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.
- [Designing private network connectivity for RAG-capable gen AI apps](<https://cloud.google.com/blog/products/networking/design-private-connectivity-for-rag-ai-apps/>): Google Cloud presents a reference architecture for building secure, private network connectivity for Retrieval-Augmented Generation (RAG) applications that avoid the public internet.
- [OpenAI Raises $110 Billion as It Races Toward IPO](<https://www.wsj.com/tech/openai-raises-110-billion-a2a34d23>): 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.
- [Cloudflare just slop forked Next.js…](<https://www.youtube.com/watch?v=abbeIUOCzmw>): Fireship covers Cloudflare's controversial decision to fork Next.js, highlighting the ongoing tension between cloud providers and framework maintainers.
- [Anthropic’s Claude reports widespread outage](<https://techcrunch.com/2026/03/02/anthropics-claude-reports-widespread-outage/>): Anthropic's Claude services experienced significant downtime for web and Claude Code users, though the API remained largely functional.
- [Andrew Ng Says AGI Is Decades Away—and the Real AI Bubble Risk Is in the Training Layer](<https://www.inc.com/fast-company-2/andrew-ng-agi-artificial-general-intelligence-ai-bubble-risk-training-layer/91310210>): 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.
- ['Cancel ChatGPT': AI boycott surges after OpenAI-Pentagon military deal](<https://www.euronews.com/next/2026/03/02/cancel-chatgpt-ai-boycott-surges-after-openai-pentagon-military-deal>): 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.
- [They spent MILLIONS on this...](<https://www.youtube.com/watch?v=deEri629Nnw&si=oQ1LHN30UGgIhhbu>): Matthew Berman reviews an AI project that was bought millions of dollars, while it could be vibe coded under 1 hour.