The most expensive bug in AI-assisted building is shipping the wrong thing, well. A drop-in CLAUDE.md / AGENTS.md for PM + eng teams using Claude Code, Cursor, or Codex: 7 principles for problem framing, scope, tradeoffs, and outcome measurement. Built on @karpathy's observations.
Source
GitHub
Language
TypeScript
Last activity
Oct 10, 2026
Stars220Measured · Oct 24, 2026
Momentum07 days · Measured · -2.65% relative change
Deploy any Agent Skill as an API via POST /run. The open-source multi-model alternative to Claude Managed Agents, Microsoft Foundry & Mistral/Koyeb — works with any LLM.
Senior-developer discipline for AI coding agents. A commit gate that counts unchecked as failing, quality controllers that refuse to call unfinished work done, and a lessons loop that closes each escaped bug's class. One Go binary, no runtime deps, works with 20+ agents.
Source
GitHub
Language
Go
Last activity
Oct 19, 2026
Stars210Measured · Oct 24, 2026
Momentum07 days · Measured · -0.47% relative change