Procedural justice encoded: adversarial review where every decision is verifiable

Procedural Justice Encoded: Making Every Step of AI Review Verifiable

My Ralph Loop review mechanism had a hidden problem. v0.2’s flow was straightforward: find issues → fix → confirm convergence. In part 4 of this series, I mentioned that if the creator disagrees with the reviewer’s judgment, they can present evidence in the next round for reassessment. But that was one sentence in the rules — not a formal protocol. Nobody was checking whether the review itself was sound. The reviewer might mislabel severity. The main agent might blindly accept bad suggestions. ...

2026-04-30 · 10 min
Ralph Loop: multi-round convergent review, two consecutive clean rounds to exit

AI Errors Converge, They Don't Randomize: The Review Loop That Catches What You Miss

in “Taming AI Coding Agents with TDD.” The first covered test-driven requirements anchoring, the second introduced the GEAR protocol for disambiguation, the third laid out what the tech spec must nail down. This one covers the last line of defense: review. The Problem the Tech Spec Cannot Solve Article 3 ended with an uncomfortable admission. The PRD locks down “what to build.” The tech spec locks down “how to build it.” Together they compress the AI’s improvisation space down to implementation details. That is a huge improvement. ...

2026-04-29 · 11 min