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WORK SAFELY WITH AI-GENERATED CODE

Test Behaviour and Use Version Control

For each change, move through the same sequence.

Stable State→Branch→Change→Inspect Diff→Test→Commit
Test real behaviour
CORE PRINCIPLE
Conversation history is not version control.
COMPANION PRINCIPLE
AI makes experimentation cheaper; Git makes experimentation safer.