Max Saraf
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

For this hackathon, I built warmstart, a tool designed to help students start their work. There are a million to-do lists out there, but at the end of the day when to do the work isn't the hard part for students, it is actually starting. warmstart helps students with these by automatically building prep cards that split canvas assignments into smaller chunks, have an easy first step, and provide warning on where the student could go wrong based on the student's previous work and the assignment's instructions. warmstart also pings the user on both PC and mobile, making it hard to avoid starting homework.