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· one of the small things

Prompts live in the repository with a version and a changelog line

A prompt edited in a dashboard has no history and no review, and no way to tell which version produced last Tuesday's bad outputs.

prompts/classify-ticket/v7.md
prompts/classify-ticket/CHANGELOG.md   # v7: added the refund-vs-chargeback example, +1.5 on eval

Log the prompt version on every call's trace. When an output is wrong, the version tells you what the model was told.

ai-engineeringengineering-practice