"Gitstroyers team on AMD Developer Hackathon: ACT II Hackathon"

A zero-token-first hybrid AI agent that routes 8 task categories between deterministic local solvers, a bundled Qwen model, and Fireworks API models. Maximizes accuracy (100% on validation sets) while reducing external token costs by over 52%.