An automated code reviewer can get stuck in a loop that looks productive:
It finds three problems.
An agent fixes two and changes something nearby.
The next review finds one old problem again, plus two new ones.
Repeat until somebody gives up.
An automated code reviewer can get stuck in a loop that looks productive: It finds three...
An automated code reviewer can get stuck in a loop that looks productive:
It finds three problems.
An agent fixes two and changes something nearby.
The next review finds one old problem again, plus two new ones.
Repeat until somebody gives up.

I've been thinking about a problem with AI code review that I don't see discussed enough: a reviewer...

While building an AI code review product (Orange Codens), there was one design problem that dominated...

The failure mode of AI code review isn't that it misses bugs. It's that it reports ten "issues" and...

Your AI Reviewer Needs a Baseline: A Zero-Cost Patch Audit Loop Reviewing is the new...

Last month I applied an AI-suggested fix to a retry loop without checking it properly. The change...

Most AI code-reviewer evaluations treat the candidate as an amnesiac: feed it one pull request, read...