How it is done now
You push, request review and wait. One reviewer is left catching formatting and changed behaviour in the same pass.
6 MRs waiting on review
Why it stalls
Review rounds queue behind people, so a two-line fix can cost a day of context switching.
159 findings, active MRs
With CloudThinker
Code Review checks the diff before a human opens it and reports what it already resolved.
174.3h saved this week
Before the PR
Run Code Review on your own diff first, so your reviewer receives the version worth their time.
In flow
Ask for the security read while you still hold the context, not after the branch goes cold.
End of day
Leave each open PR with the agent’s findings resolved and your reasoning written in the thread.
Code Review
Validates every merge request before a human opens it.
Cybersecurity
Finds vulnerabilities your change introduces, with a patch.
Review this diff against our conventions and flag behaviour the tests do not cover.
Common mistake
Merging on an agent’s approval alone. It clears noise; a person still owns the decision.
What to expect
Fewer review rounds, and the ones left are about design.
How a review queue looks when the agent goes first
Read a review queue as three questions: what waits on a first pass, what blocks, and what the agents already resolved. The sample below shows one repository set.
01
Check your own change first. Unresolved findings mean it is not ready for a human reviewer yet.
02
Use the resolved list as your review notes. What the agent fixed is what you no longer explain in a comment.
03
Track saved review time weekly. It tells you whether the team is reviewing design or formatting.