Extract Memory Leak Patterns From Node.js Code

Extract Authentication Bypass Patterns From Code

Scan a codebase to find authentication checks that are skipped, incomplete, or conditionally disabled.

Extract Observability Gaps From Async Code Patterns

Scan a codebase for async operations (promises, callbacks, event handlers) that lack logging, tracing, or error instrumentation.

Extract Database Query N+1 Patterns From Code

Scan a codebase for N+1 query problems where loops trigger repeated database calls instead of batch operations.

Extract Cache Invalidation Bugs From Code

Identify cache invalidation patterns that could cause stale data serving or race conditions.