Use evals before changing prompts
Treat prompt changes like code changes: measure the behavior before deciding whether the edit helped.
Prompt-Engineering
Stop Guessing – Use Golden Datasets for Prompt Evals
Use a small golden dataset to catch prompt regressions, compare changes against a baseline, and validate model updates before users do.