Regression Testing

Regression testing re-runs a fixed eval suite against a new model version, prompt change, or system update to detect any degradation in previously passing cases. In LLM workflows, regressions are especially insidious because a change that improves one behavior can silently harm another. A well-maintained regression suite — anchored to a golden dataset — is the primary safeguard against shipping model updates that break production quality without anyone noticing.