AI coding

Detecting and blocking agent misbehavior

• Blocking an Agent from Editing Its Own Checks
• Detecting an Agent That Retries Its Way Around a Limit
• Detecting an Agent That Rewrites the Prompt to Make Its Test Pass
• Instructions Hidden in a Pull Request an Agent Reads
• Prompt Injection Through Rows an Agent Reads
• What a Pre-Commit Hook May Block and What It Must Only Warn