The autonomy layer for software

It hears everything.
It acts. You approve.

Every error, review, and user complaint becomes a tested pull request waiting for your approval. Never auto-merge.

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Production telemetry
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PR reviews
Run vitals
Pull request · athema
Fix postcode validation rejecting valid cards
From signal — telemetry: card declines rose 1.2% → 3.4% after Tuesday's deploy.
214 checks passed
no regressions introduced
fix verified on a live preview
representative demo data
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The Signal Inbox

One inbox for everything your product hears.

Signals cluster. High-signal clusters become work — automatically.

All · 6 Needs you · 2 Acted · 3 Learned · 1 representative demo data
11:48 pm telemetry Card declines rose 1.2% → 3.4% after Tuesday's deploy PR awaiting your approval
1:22 am app store Three 1-star reviews mention a broken order-status link fix built · approved · merged
4:02 am telemetry Product pages slowed from 210 ms to 290 ms fix built · approved · merged
6:05 am pr review You asked for typed errors in review — kept as a convention learned
8:14 am reddit r/yourapp: CSV exports time out above 2,000 rows proposal drafted
9:05 am run vitals Gate rounds trending up on checkout specs substrate tuned
Automated action

From signal to shipped, without you in the loop.

01 · CLUSTER

Signals become a proposal

Related signals group into one cause, sized and scoped.

app store · “order status link broken”
app store · “can’t track my order”
reddit · “status page 404s”
Fix order-status routingone cause · small · reversible
02 · RUN

An autonomous run builds the fix

Sandboxed. Tested. Gated on regressions — only what a change breaks blocks it.

✓Plan41s
✓Build6m 12s
✓Test — 214 passed2m 03s
Review gatelive
Pull request
03 · APPROVE

You read. You approve.

Every change lands as a PR with proof attached. That's your whole job now.

checks green · no regressions
before / after preview attached
representative demo data
Hardened firstTests and CI are installed before any autonomy is granted.
Regression-aware gatesOnly what a change breaks can block it. Pre-existing debt is surfaced, honestly.
Never auto-mergeNothing lands without your approval. Autonomy is measured, and earned.
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