Screenshot the UI and describe what is wrong, but also use browser DevTools - **Timing-sensitive bugs** — AI cannot observe your system in real time; you need logging and monitoring - **Data-dependent bugs** — If the bug depends on specific production data, you need to inspect that data - **Architec