# My router said sonnet. The invoice said fable

> Source: <https://ax.necmttn.com>
> Published: 2026-06-17 03:35:39+00:00

# Turn every agent session

into a better *next run*.

Built because we got tired of guessing what actually works.

ax watches every session your coding harness runs, spots the mistakes it repeats, and turns them into small, repo-specific fixes you review and apply — one at a time.

paste it - your agent installs ax, labels your skills, and tells you which ones to actually use✓ Copied - paste into your coding agent for the guided setup

## Your sessions, working for the next one.

Every session lands in one local graph your agent can reach back into — to catch a repeat mistake, replay a clean run, recover the moment a test fails, or grade the harness itself. Same loop, whatever you run it in.

## Mission Control for your agents.

Run `ax serve`

and the whole HUD lights up — archetype sigil, live activity, streaks, token spend by model. The wrapped highlights pop out as ax finds them.

Maps the whole repo before touching a line — reads wide, edits once.

#### 73%

#### lands cheap

- Segment

**the pipeline** · what feeds the graph

FTS median 5.9ms

**128** applied → agents

every event → typed graph → ranked interventions. local SurrealDB at `127.0.0.1`

. [see /features for the schema →](/features)six forms: **skill** · **guidance** · **subagent** · **hook** · **automation** · **harness_check**

## If it shapes your agent, you should be able to fork it.

AGPL-3.0. Local-first. Typed end to end. Every signal lives in files and a database you own — no cloud, no lock-in. Commercial license available if you need it.

`gh repo clone Necmttn/ax`

`Cloned ax into ./ax`

`cd ax && bun install`

`1 284 packages installed in 4.2s`

`ax daemon start`

`ax dashboard → http://127.0.0.1:1738`

### AGPL-3.0

Free & open · commercial license available

### TypeScript

End-to-end, strictly typed

### Local-first

SurrealDB on 127.0.0.1

### Forkable

Hack the loop, ship a PR

## Free for your loop. Evidence for your team.

Everything above runs on your laptop, yours to fork. When you need to see how a whole team ships with AI — what’s spreading, what’s stuck, and what should become standard practice — that’s ax for teams.