Understand before you ship

VibeCoders is built around learn-by-building. The best use of an AI coder is to ask for a plan, request explanations, run the code, compare outputs, and improve it step by step.

Blind copy-paste can create fragile projects. Ask personas to explain important lines, name tradeoffs, write tests, and point out what still needs review.