Necmttn/ax
116 stars · Last commit 2026-10-02
the agent experience layer · observability + memory for AI coding agents (Claude Code + Codex) · local-first, typed, yours
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# ax ###### the retro loop for AI coding agents **Make your agent learn.** Turn every agent session into a better next run. [Website](https://ax.necmttn.com) · [Documentation](https://ax.necmttn.com/docs) --- Every sub-agent you spawn finishes its work and disappears. Whatever it figured out - which command failed three times before the right one, which file actually mattered, which approach to skip - dies with it. The next sub-agent rediscovers it from scratch. Your own next session does too. `ax` watches every session your harness runs, spots the mistakes it repeats, and turns them into small, repo-specific fixes you review and apply - one at a time.