13 min readBest-of-3 with a judge: the judge never picks a winner
Three models rewrote the same transcript chunk in parallel and a 99-line judge merged them, anchored to the original. Seven weeks of audited production later I fired the jury for one reasoning model, and parked the machinery one HTTP call from revenge.