deep-research

To research a specific topic in a codebase, you can use file system traversal and pattern matching tools like Glob and Grep to locate relevant modules, identifiers, and call sites for precise code comprehension and implementation auditing.

Codebase exploration involves systematically searching project files using pattern matching tools to locate relevant modules and call sites, providing a structured summary of key code locations and open questions for further investigation.

Yes, you can audit code implementations by conducting thorough research within the codebase to identify patterns and validate feasibility using file system traversal and pattern matching for precise information retrieval.

Onboarding research uses tools like Glob and Grep to investigate the authentication flow, providing a clear overview of its implementation, highlighting important files, and identifying remaining uncertainties for the new developer.

Yes, this codebase research method works without external dependencies, relying solely on file system traversal and pattern matching tools to conduct thorough investigations and retrieve precise information from project files.

When conducting a deep code audit using pattern matching, limitations include relying on precise identifier matching and file traversal, which may surface open questions requiring further manual investigation rather than providing complete automated comprehension.