Mato
Built at The Recursive Agents Hackathon · Oct 17, 2026 · San Francisco, CA

Lets go : An agent that lives in your chat. Ask it to plan, and it turns everyone’s messages into rules. Our second agent, Mato, learns from LetsGo's mistakes: it turns them into training and evaluation data, compares models, and fine-tunes a specialized Nemotron model, keeping it only if i better on unseen data. Built today with DSPy, FastAPI, React, SQLite, You.com search and Nemotron on Crusoe. We heavily augmented data with synthetic data to train the model.