MiMo Code: Scaling coding agents to long-horizon tasks

MiMo Code is a terminal-based coding agent from Xiaomi, built for long-horizon automated programming tasks spanning hundreds of execution steps. It tackles three core challenges: scaling single-turn reasoning with parallel sampling and independent verification, maintaining state continuity across long sessions using a layered memory system with structured checkpoints, and accumulating cross-session knowledge through automated memory maintenance routines.