You are given a full web application codebase (frontend and backend). Identify and fix bugs including broken search/filter functionality and incorrect URL routing, using an AI assistant for guidance only.
Sigiloso
For the coding challenge, I applied prefix sum to precompute cumulative values and reduced time complexity. For the codebase task, I used the AI tool to narrow down where the bugs likely were, then traced through the logic manually to implement the fixes.