Use when agent-authored pull requests pile up in a review backlog, PR pickup or review time is growing, reviewers rubber-stamp large AI-generated diffs, adding reviewers did not help, merge or acceptance rates of agent PRs are low, or a team asks how to redesign code review for agent-scale output.