AI coding

Detecting agent cheating and test tampering

• Blocking an Agent from Weakening Its Own Assertions
• A Tamper Log Schema: Recording Refused Test Changes
• Logging Test Tampering: Fields and Alerts
• Shadow-Running a Tamper Detector Against Human Review
• When an Agent Edits Its Own Checks: Blocking Test Tampering
• When an Agent Weakens an Assertion Outside the Test File
• When an Agent's Test Passes for the Wrong Reason: A Checklist