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Dev.to
Dev.to
6/15/2026
Xiaomi's MiMo Code gets better as tasks get harder. Here's how.

Xiaomi's MiMo Code gets better as tasks get harder. Here's how.

Short summary

Xiaomi's MiMo Code is engineered for long-horizon coding tasks (50-200+ steps) using three strategies: compute-heavy verification, early checkpointing to preserve context, and persistent project memory. On tasks over 200 steps, it outperforms Claude Code 65%+ of the time.

  • MiMo Code specializes in long-horizon tasks where most agents fail due to context loss and error amplification
  • Uses temperature-voting verification, early checkpoints at 20/45/70% context usage, and persistent project memory
  • Benchmarks show 65%+ win rate over Claude Code on tasks over 200 steps; roughly 50/50 under 200 steps

Generated with AI, which can make mistakes.

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