Mcp
- Claude Code Channels: The Away Problem, Solved
Claude Code Channels lets external systems push events into a running agent session -- CI results, monitoring alerts, Telegram messages. Claude reads the event and reacts, even when you've stepped away from the terminal. Here's the architecture and what it enables.
- 70% of PRs Are Bots: The Open Source Maintainer Crisis Is Already Here
A maintainer added one line to his CONTRIBUTING.md asking AI agents to self-identify. 50% of incoming PRs complied in 24 hours. He estimates the real bot rate is 70%. What the experiment proves, why quality is the real harm, and what maintainers can do.
- Chrome DevTools MCP: AI agents get native browser debugging access
Google has shipped a public preview of the Chrome DevTools MCP server -- exposing the full DevTools surface to AI coding agents. Here is what it actually unlocks, why the architecture matters, and what you are granting when you connect it.
- The Attack Surface Isn't the Model. It's the APIs.
The McKinsey Lilli breach and the McDonald's hiring incident are being read as AI security failures. They're not. They're API infrastructure failures -- and the distinction matters enormously for every engineering team deploying AI right now.
- Context Mode: Solving the Agent Context Wall
Every MCP tool call burns your context window from the output side -- 56 KB for a Playwright snapshot, 59 KB for 20 GitHub issues. Context Mode is an MCP server that compresses tool outputs 98% and tracks session state so agents survive compaction.