Passed tests do not tell reviewers where agent-authored changes deserve the closest scrutiny.
A visible risk signal could focus review effort while an overconfident score could be mistaken for approval.
Who you’d be doing this for
“My reviewers keep asking which changes deserve the extra hour, and passing tests isn’t answering it.”
Uwimana Girma · Engineering Manager
Leads a platform team where developers are merging more AI-assisted changes than reviewers can inspect line by line.
What is at stake
Reviewers are reopening agent-authored changes after visible tests pass, without a reliable way to prioritize scrutiny. You have to weigh a useful early warning against a score that people might mistake for approval.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- review focus vs false assurance
- offline ranking vs real workflow adoption
- trace usefulness vs repository privacy
- pilot speed vs evaluation rigor
Why Cursor
Cursor Editor supports agent workflows in security-conscious repositories where developers remain responsible for validating generated changes.
Written with these in mind
Not your kind of problem? 42 more at Cursor, or browse every organization.
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.