Vibe Review

ELI5 — The Vibe Check

A vibe review is asking the AI to review its own output — necessary, surprisingly humbling, and better than shipping unreviewed AI code. You finish a vibe sprint, then ask Claude (or Cursor, or Copilot) to audit what it just wrote. It'll find bugs it introduced two minutes ago and act surprised. Still useful. The AI has no shame about catching its own mistakes, which is more than you can say for most humans.

Real Talk

A vibe review is a post-generation audit pass where you prompt the AI to critically evaluate the code it (or another AI) just produced. Effective vibe reviews include specific prompts: "check for security vulnerabilities," "look for N+1 queries," "verify error handling." It's a lightweight alternative to human code review for solo vibecoders — not a replacement for high-stakes code, but better than shipping blindly.

When You'll Hear This

"Do a vibe review before you open the PR — let it find its own mess." / "The vibe review caught three unhandled promise rejections. Worth it."