Overly is an AI-powered study layer for lecture videos. Students can search inside long lectures, ask questions, generate summaries, and jump to the exact timestamp where a topic is explained. I built it during a hackathon after noticing how painful it is to revise from long recorded lectures. The MVP is working, tested by a few students, and documented.