AI agents

Synthetic cases and test data generation

• A Synthetic Task Is a Contract: Fields a Generator Must Fill
• Generating the Fact List Automatically Before a Coverage Check
• Synthetic Tasks: Generating Cases You Have No Logs For
• Mining Support Logs for the Slices Your Golden Set Misses
• Sampling Generated Tasks for Human Review
• Scoring the Fact Rewriter Against a Human List
• Verifying Generated Cases: Sampling, Judges and a Human Gate
• When a Generated Task Is Wrong: Detection and Retirement
• When Synthetic Score and Real Score Diverge: A Decision Tree