Unsupported claims
Diagnose unsupported claims, correct the workflow, and prove the original failure is controlled.
Fix the workflow, not just the prompt
Use failure symptoms to identify missing context, evidence, controls, or architecture.
Stale facts
Diagnose stale facts, correct the workflow, and prove the original failure is controlled.
Unsafe actions
Diagnose unsafe actions, correct the workflow, and prove the original failure is controlled.