In the early hours of June 11, Xiaomi officially released and open-sourced MiMo Code. Released under the MIT license, it comes with a free built-in MiMo-V2.5 model and scored 62% on SWE-Bench Pro—5 percentage points higher than Claude Code. The media went wild. Developers were ecstatic.
But if you only noticed MiMo Code, you missed the most critical move in Xiaomi's grand strategy.
MiMo Code is built for developers. Xiaomi's real ambition is MiMo SoloEngine—a low-code platform that enables every industry to build Agentic AI systems.
1. How Powerful Is MiMo Code?
Let's start with MiMo Code, as it is indeed Xiaomi's heavyweight weapon in the Agent space.
Persistent Memory System—A triple mechanism comprising project memory, session checkpoints, and task progress. The main Agent focuses on execution while an independent SubAgent handles all documentation. Context window filling up? The SubAgent automatically compresses a clean briefing, allowing the main Agent to continue seamlessly. Even after hundreds of long-running conversation rounds, no critical information is lost.
Compose Mode—Press the Tab key to switch modes. Provide a simple idea, and the system automatically completes the entire workflow: design → planning → coding → testing → review. Industrial-grade code delivery.
/dream Command—Triggered automatically every 7 days, an independent Agent reads historical sessions and existing memory files, performing merging, deduplication, path validation, and compression to converge scattered memories into a compact current state. MiMo Code doesn't start from scratch each time—it grows continuously with accumulated project understanding.
Voice Input—Powered by MiMo-V2.5-ASR speech recognition, supporting verbal modification instructions and operational commands without ever touching the keyboard.
On SWE-Bench Pro, MiMo Code achieved 62% (Claude Code scored 57%). On Terminal Bench 2, it reached 73% (Claude Code scored 68%). Under identical model conditions, the Agent framework alone accounts for this 5-percentage-point difference.
The developers' problem is solved. But what about everyone else?
2. The Gap Between 87% and 10%
Amazon Web Services revealed a striking statistic at the AIGC2026 Summit: 87% of enterprises claim to have deployed AI at scale, yet only 10% have genuinely derived value from it.
The root cause isn't weak models—MiMo-V2.5-Pro already ranks first globally among open-source models on the Agent Index. Nor is it insufficient compute—after Xiaomi's 99% price reduction, API costs have dropped to electricity-bill-level pricing.
The real issue is this: the ability to build Agents remains locked in the hands of developers.
Currently, there are only two paths to building AI Agents. The first is low-code Workflow platforms like Dify and n8n. Visual canvas, drag-and-drop nodes, rapid assembly. But their core logic relies on "preset paths"—controlling flows with if/else conditions without supporting true autonomous decision-making. When encountering scenarios outside the presets, the workflow stalls.
The second path is code-based development frameworks like LangChain and CrewAI. They support true Agentic AI but require Python programming skills. A lawyer won't use LangChain. An accountant can't configure a ReAct Agent. A marketing specialist doesn't write Python.
Low-code platforms are easy to adopt but don't support genuine autonomous decision-making. Code frameworks enable autonomous decision-making but are only accessible to developers.
MiMo Code fills the gap for developers. MiMo SoloEngine fills the gap for every other industry.
3. SoloEngine: The True Agent Platform for Everyone
SoloEngine is the first low-code Agentic AI development platform. Its mission is clear: enable people in every industry to build their own Agentic AI systems, just as developers use MiMo Code for Vibe Coding.
How does it achieve this?
SoloEngine encapsulates the ReAct architecture, Tool calling, MCP protocol, Skills, and SubAgents entirely in the backend. Users don't need to understand these technical terms—just open a browser, drag Agents onto the canvas, connect their collaboration relationships, configure the required tools, and click Run. The backend automatically compiles everything into a dedicated Agentic AI system.
This system is just as powerful as MiMo Code. Each Agent runs a ReAct loop (Think → Act → Observe → Repeat), making real-time judgments based on current conditions. When encountering unexpected situations, it adjusts its strategy autonomously. When discovering better approaches, it proactively switches paths. The entire process requires no if/else statements and no preset paths.
Progressive Disclosure—Tools, Skills, and MCP protocols load on demand, reducing token consumption by over 85%. Unified Adaptation Layer—covering all major models including OpenAI, Anthropic, Ollama, MiMo, DeepSeek, Tongyi Qianwen (Alibaba), and Zhipu. One-Click Packaging—assembled Agent teams can be packaged into complete products for self-deployment or distribution.
Open-sourced under Apache 2.0, completely free.
4. The OPC Era: SoloEngine's True Battlefield
Nationwide, One-Person Companies (OPCs) have surpassed 16 million, accounting for 27.4% of all enterprises. 2026 has been dubbed the "Year of OPC," with over 20 cities introducing dedicated OPC support policies.
The core demand of these "one-person companies" is to replace traditional teams with AI Agents, achieving "one-person armies." But LangChain requires programming skills, and Dify's Workflows don't support genuine autonomous decision-making.
SoloEngine was built precisely for this era.
A cross-border e-commerce operator builds an Agent team with SoloEngine: a Product Analysis Agent (automatically analyzing competitor data), a Copywriting Agent (generating product descriptions), and a Customer Service Agent (automatically handling customer inquiries). Three Agents collaborating—running 6 online stores single-handedly is no longer a myth.
A lawyer builds a legal affairs Agent team with SoloEngine: a Case File Analysis Agent (automatically extracting key information from case files), a Legal Research Agent (automatically matching relevant regulations), and a Document Generation Agent (automatically drafting legal document templates). The lawyer only needs to review and sign.
An independent developer builds a full-stack development Agent team with SoloEngine: a Requirements Analysis Agent, an Architecture Design Agent, a Code Implementation Agent, and a Testing Agent. One person accomplishing what once required an entire team.
SoloEngine transforms Vibe Coding into Vibe Everything.
5. Xiaomi's True Ambition
Xiaomi's pace of expansion in AI has exceeded most expectations.
In April 2025, MiMo-7B was open-sourced. In March 2026, MiMo-V2-Pro launched, and the miclaw mobile Agent began closed beta the same month. April saw the MiMo-V2.5 series open-sourced and the Agent ecosystem platform enter public beta. In May, MiMo-V2.5-Pro claimed the top spot globally among open-source models, with API prices slashed by 99%. June brought MiMo Code's release and open-sourcing, alongside SoloEngine's simultaneous open-source launch.
From a 7-billion-parameter model to a trillion-parameter flagship, from follower to frontrunner—Xiaomi achieved this in less than a year.
But no matter how powerful large models are, they are essentially just a "brain." What Xiaomi aims to do next is equip this brain with "hands and feet."
MiMo Code provides hands and feet for developers. SoloEngine provides hands and feet for everyone.
MiMo provides the "brain" for Agents, while SoloEngine provides the "building platform" for Agents. Together, they elevate Xiaomi's strategy from "building models" to "building platforms" and "building services."
Xiaomi's ecosystem advantages are further amplified through SoloEngine: MiMo's model capabilities, 99%-reduced API costs, 1 billion IoT devices, the Agent ecosystem platform, and the miclaw mobile Agent—these resources are interconnected by SoloEngine, forming an ecosystem moat that other platforms cannot easily replicate.
MiMo Code is open source, and developers are celebrating. But Xiaomi's true ambition is to give every industry its own "Claude Code."
This ambition has a name: MiMo SoloEngine.
Open Source · Apache 2.0 · github.com/Sh4r1ock/SoloEngine
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