EVERYTHING
According to VentureBeat, Xiaomi's MiMo AI team has released MiMo Code V0.1.0 as a terminal-native assistant that positions itself as a high-performance alternative to existing industry standards. The company asserts that the tool excels specifically in long-horizon tasks where other models often lose track of project context or previous decisions.
Advanced memory architecture and subagents
A primary differentiator for MiMo Code is its approach to "AI amnesia." While many coding agents struggle as context windows fill up, Xiaomi has implemented a cross-session memory system powered by SQLite FTS5 full-text search. This system manages four distinct layers of data: project memory via a persistent file, session checkpoints, scratch notes, and per-task progress logs.
To maintain efficiency, the system employs a unique "checkpoint-writer" subagent. This architecture functions similarly to a construction team where one agent builds the structure while a second acts as an architect, updating blueprints in real time. This allows the primary coding agent to consult structured notes when it reaches its context limits, ensuring operational momentum is not lost.
Benchmark performance and self-improvement
Xiaomi reports that MiMo Code, when paired with their MiMo-V2.5-Pro model, outperformed Claude Code in several key software engineering evaluations. The reported figures include:
Beyond real-time execution, the tool includes two self-improvement mechanisms. A /dream command periodically reviews and compresses historical sessions into long-term memory every seven days. Additionally, a "distill" function identifies repeated workflows from past sessions to automate them in future tasks. The project is currently available on GitHub under an MIT license for developers on macOS, Linux, and Windows platforms.
By providing these tools as open source, Xiaomi is attempting to establish a new standard for agentic coding that prioritizes persistent state over simple context window expansion. This move signals a shift toward more autonomous, reliable AI partners capable of managing entire repositories rather than just isolated snippets of code.