Necmttn/ax

104 stars · Last commit 2026-08-26

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.

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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.

Under the hood, the `/retro` workflow pulls unreviewed sessions from the local
graph when you ask for them. It records a structured retro (*tried · worked ·

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