beacon.sh
Open-source memory layer that helps AI coding agents learn from past sessions
Free
DevTools
// about beacon.sh
beacon.sh is an open-source memory layer for AI coding agents. It records what an agent learns while working in a codebase and feeds it back into later sessions, so the agent repeats fewer mistakes. It launched on Product Hunt in early November 2026 and finished at the top of the month's leaderboard. The code lives in the asymptote-labs/agent-beacon repository on GitHub.