After Code Generation
Audit AI-generated code for implicit decisions, missing edge cases, security gaps, and observability holes.
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.
Security Review
OWASP-aligned security audit of AI-generated code covering injection, auth bypass, secrets exposure, XSS, CSRF, and insecure dependencies.
Performance Regression Scan
Scans generated code for performance regressions — N+1 queries, unnecessary re-renders, memory leaks, and algorithmic complexity.
Edge Case Sweep
Systematically identifies unhandled edge cases in AI-generated code across null values, concurrency, boundaries, encoding, and partial failures.
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.
Dead Code Detector
Identifies unreachable code paths, unused imports, dead feature flags, orphaned functions, and redundant branches in AI-generated code so you ship only what executes.
Naming Consistency Audit
Checks naming conventions across AI-generated code for inconsistent casing, abbreviation drift, domain term misuse, and style guide violations.
Test Coverage Gap Finder
Identifies untested code paths, missing test cases, weak assertions, and coverage blind spots in AI-generated code and its accompanying tests.
Documentation Debt Scanner
Finds undocumented public APIs, missing JSDoc/docstrings, outdated comments, misleading parameter descriptions, and documentation gaps in AI-generated code.
Type Safety Audit
Finds type coercion bugs, any-type escapes, unsafe casts, missing null checks, and weak type boundaries in AI-generated code across TypeScript, Python, Java, and more.
Concurrency Race Detector
Identifies potential race conditions, deadlocks, data races, unsafe shared state, and missing synchronization in AI-generated concurrent or async code.
API Response Validator
Validates that API responses match their declared contracts, schemas, and types — catching shape mismatches, missing fields, wrong status codes, and undocumented error formats.
Refactor Opportunity Finder
Spots code smells, DRY violations, extract opportunities, bloated functions, and structural improvements in AI-generated code that would reduce maintenance cost.
Logging Standards Check
Audits log statements for consistency, structured formatting, appropriate levels, and PII exposure.