AI-generated code security
Ship AI code with confidence
CodeSheriff automatically reviews every pull request for hallucinated APIs, hardcoded secrets, IDOR vulnerabilities, and logic bugs — the patterns AI coding assistants commonly introduce.
Catch what AI misses
Hallucination detection
Catches calls to APIs, methods, and libraries that don't exist — a common AI mistake.
Secrets scanning
Finds hardcoded API keys, tokens, and passwords before they reach production.
PR gate integration
Blocks merges automatically when risk score exceeds your configured threshold.
Risk trends
Track how code quality evolves over time with per-repository risk history.