A sample decision, end to end.
The identities below are fictional — acme/payments-api, the agent
atlas-agent, the reviewer sam-hale. Everything else is the
shipped product’s own anatomy, vocabulary, and grades, drawn from the same
captures used across this site.
Add exponential backoff to webhook retry delivery
Webhook retries now back off exponentially with jitter; 4 files; suite re-run green in the clean room.
The test suite passed on the exact patch that will merge.
L1_clean_room code names how far verification went —
the grades are published, with the verifier’s measured false-pass rate.
vitest — payments-api
The three review tiers
Not every diff deserves the same attention. Treft stamps every verified change with a review tier — an honest reading of how much scrutiny the change has earned:
Verified, adequate tests, clean checks, a small real surface.
One look at the one thing worth your eyes.
A few hunks worth attention; the mechanical rest is named.
Read the marked hunks. Skip the noise.
Escalated paths, weak tests, or a wide blast radius.
Slow down. The card says exactly why it earned the scrutiny.
Try it on your own pull request
Connect one repository and Treft grades its open pull requests the same way — the re-run is real, the receipts are yours, and no branch-rule change is required to start.
No card · choose one repo · disconnect anytime