Deep Problem-Solving Approach

When facing a complex issue, break it into smaller parts. Investigate each component (frontend logic, database queries, API calls, external integrations) separately. Use logging and error messages to trace the exact failure point. Consider whether the issue is reproducible and how it manifests. This systematic approach narrows down the root cause faster.