Code review agents lifted bug catch rate from 47.7% to 71.9% in five months, but weaken on proprietary repositories
CRBugBench tests code review agents against 1,800 human-fixed bugs: the best configuration catches 79.6% of pre-merge bugs within its top-5 comments, but performance drops noticeably on proprietary industry repositories.