Extract Authentication Bypass Patterns From Code

Extract Memory Leak Patterns From Node.js Code

Identify accidental global references, detached DOM nodes, and listener accumulation that cause memory leaks in Node.js applications.

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 Retry Logic Patterns From a Codebase

Find every retry mechanism in your code and classify by strategy, timeout, and failure modes.