BestVibeCoder
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The Extremely Official Syllabus

The Vibe Coder Certification Exam

One attempt. No appeals. No refunds for embarrassment.

Domain 1 — AI-Generated Code Comprehension

Can you explain what the code does, or just that it ran without errors?

25%

Domain 2 — Production Incident Response

What you actually do when it breaks in front of real users.

20%

Domain 3 — Code Review & Multi-File Change Awareness

Did you check every file, or just the one you expected to change?

15%

Domain 4 — Testing & Quality Assurance Practices

Tests: do they exist, do you run them, do you trust them?

15%

Domain 5 — Version Control & Collaboration Hygiene

Branch discipline, commit messages, respect for main.

15%

Domain 6 — Knowing What You Actually Wrote

The most honest domain. Also the hardest to pass.

10%
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Estimated exam duration: 3 minutes.

Exam Syllabus — BestVibeCoder