Post-Generation Audit Kit
Just received a large AI-generated diff? Run these four audits before merging. They catch the things human reviewers miss in AI-generated code: implicit architectural decisions, unhandled edge cases, security vulnerabilities, and missing observability.
Implicit Decision Auditor
Surfaces every implicit decision the AI made in generated code — library picks, patterns, error strategies — so you can accept or override them deliberately.
Edge Case Sweep
Systematically identifies unhandled edge cases in AI-generated code across null values, concurrency, boundaries, encoding, and partial failures.
Security Review
OWASP-aligned security audit of AI-generated code covering injection, auth bypass, secrets exposure, XSS, CSRF, and insecure dependencies.
Observability Gap Finder
Identifies missing logging, metrics, traces, alerts, and error classification in AI-generated code so you can debug production issues before they happen.