Designing Peer Review So It Feels Like Coaching

TeachingCultureQuality

Peer review fails when it becomes politeness theatre. Thailand Metric Echelon uses short rubrics tied to course artifacts: one paragraph on identification, one on magnitudes, one on limitations. Reviewers must cite a sentence they would cut or rewrite; vague encouragement does not count. We randomize pairs to avoid cliques, but we keep instructors in the loop for escalations. The goal is professional tone without false consensus. Disagreement is data about how audiences diverge. We also time-box written feedback. Long PDFs rarely get read; three bullet points with anchors in the draft get read. Participants practice writing bullets that reference line numbers or section headers. Finally, we close loops. Authors respond with what they changed and what they rejected, with a one-line reason. That habit transfers to workplace code review cultures more cleanly than any lecture on “feedback skills.”