Dev sparks debate: adversarial code reviews waste tokens

Developer poteto argued that adversarial code reviews mostly waste tokens, advocating empirical tests plus formal verification instead. Sentry CEO David Cramer echoed the view, citing the bitter lesson: stronger models need less self-verification.

2026-11-03 ~ 2026-11-04 · 3 related posts

• Dev ditches adversarial AI code review: 'a waste of tokens', prefers verification — sloppenheimer · 2026-11-03
• Dev drops adversarial code review for formal verification: 'smarter models just won't need it' — trq212 · 2026-11-04
• Sentry CEO Invokes Bitter Lesson: Smarter Models Won't Need to Verify Their Work — zeeg · 2026-11-04