GitHub Security Lab used its open-source Taskflow Agent and reusable audit workflows to find 24 Android vulnerabilities, while documenting limits and false positives.
How to audit AI-generated code: intent-to-effect provenance, signed prompts and models, structured authorship, correlation IDs and evidence across system boundaries.