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An open-source memory layer for AI coding agents that captures session history across Claude Code, Cursor, Codex, and 20+ other harnesses. It turns useful workflows, corrections, and debugging patterns into reusable knowledge for future agents, ensuring problem-solving knowledge compounds across tools instead of disappearing when sessions end.