Guides 7 min
AI code review that follows your coding rules: how to test it
A reviewer that loads your rules file is not a reviewer that enforces it. Two instruction-following studies give you three tests that tell the two apart.
Topic · 7 articles
Codereview
Guides 6 min
AI code review's absence blindness: measure what it misses
Teams reviewing a growing volume of AI-generated code need to score what a reviewer fails to notice, not only what it flags. A measurable protocol.
Comparisons 6 min
Free AI Code Review Tools: What "Free" Actually Costs You
A hands-on look at what "free" really means across AI code review tools — metered credits, trials, BYO-LLM, and how to evaluate them.
Guides 3 min
Reduce PR review time with AI: what the 45% claim leaves out
Atlassian says Rovo cut PR cycle time 45%. The number is real but self-attested. Here's how to measure whether AI actually reduces your review time.
Comparisons 3 min
AI code review for large multi-repo teams: what actually scales
Eval-grounded comparison of AI code review tools for large teams with many repositories: cross-repo context, verification, permission boundary.
Guides 2 min
Who reviews the AI-generated code before the human does?
The volume of AI-generated code is rising faster than review capacity. The fix starts in evaluation design: don't let the model that wrote the code also judge it.
Guides 2 min
Reviewing the surge in AI-generated code: what scales and what breaks
AI is producing more code than teams can review. First-party data on why the old loop breaks (Salesforce, DORA) and what actually scales.