Path Quest
Built at The Persistent Context Sprint Hackathon | Live at MongoDB .Local Build Fest · Aug 13, 2026 · San Francisco, CA

Agents make predictions on what they need to do in order to complete a task. I built a context layer where the steps taken by an agent are stored in MongoDB, to be fetched on the next run. Think using Opus once and getting the same performance/path to success using Sonnet.