Sweep AI is a software tool designed to automate technical debt management. It can generate library-level code based on user instructions, freeing developers from tedious tasks such as testing, documentation, and refactoring. Sweep AI ensures code compiles and passes tests by reading GitHub Action logs. If errors occur, it updates the code to fix them. Users can directly view all changes generated by Sweep on GitHub, allowing for comments and merging. Sweep AI also provides example tickets for users to learn and reference its usage. User feedback has been overwhelmingly positive, praising Sweep AI for its intelligence and efficiency in handling technical debt.