Before tests fail because the data does not match reality.
Design a test data strategy for [system]: what data is needed, how to generate it, how to anonymize production data, and how to keep it in sync with schema changes.
Anything in square brackets is meant to be replaced. The builder turns those into fields you can type into.
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