A stale AGENTS.md is worse than no AGENTS.md
Cloudflare built an internal platform to keep AGENTS.md files fresh across thousands of repos. Here are the methods to keep yours current, and how we do it at Dosu.

Cloudflare built an internal platform to keep AGENTS.md files fresh across thousands of repos. Here are the methods to keep yours current, and how we do it at Dosu.
Four companies focused on agentifying their tech stack. One rewrote its codebase for AI. Another found PII leaking through OpenTelemetry traces.
Vercel proved static context beats on-demand skills for coding agents. But static docs have limits, so we extended that principle with a living knowledge base and the Dosu MCP.
Two open source projects face the same AI contribution crisis and make different choices. Both were right.
I've been thinking about Sonar CEO Tariq Shaukat's recent blog post Solving the Engineering Productivity Paradox from a Dosu angle.