Overview
Tongyi Lingma is an AI programming assistant launched by Alibaba, integrated into VS Code, JetBrains IDE, and Lingma IDE, providing code completion, conversational programming, and code optimization capabilities. Based on the Tongyi Qianwen large model, it has particularly good understanding of Chinese programming instructions, making it one of the easiest AI programming plugins for domestic developers to get started with.
**2026 Key Upgrade**: Tongyi Lingma has fully integrated the Qwen3-Coder programming model (a dedicated coding model from the Alibaba Qianwen series, which underwent Agent RL reinforcement learning during post-training to optimize multi-turn tool calls), and **offers unlimited free access to individual developers**—this is a rare 'top-tier model free' strategy among domestic AI programming assistants. In real enterprise-level development scenarios, both code generation speed and accuracy have significantly improved, with Agentic Coding capabilities aligned with Claude Code and Cursor Agent mode.
Key Features
- Lingma IDE Full Public Beta: Tongyi Lingma launches an independent Lingma IDE, now in full public beta, providing a more immersive AI programming experience.
- Programming Agent: Equipped with autonomous planning, automatic perception, and tool usage capabilities, it can independently break down tasks and use tools such as project retrieval, file editing, and terminal to complete coding tasks end-to-end.
- Terminal Command Execution: When executing coding tasks, the agent can autonomously decide and run terminal commands, improving the efficiency of coding task execution.
- Automatic Project Perception: Automatically perceives the project framework, tech stack, required code files, error information, etc., based on task descriptions, without the need to manually add context.
- Multi-File Editing: Supports editing multiple files simultaneously, allowing AI to complete multiple changes within the project at once.
- Diff-Review: Provides a diff review feature for code changes, helping developers quickly review AI-generated modifications.
- TestAgent: An agent that automatically generates unit tests, supporting multi-file test case generation.
- Image to Code: Supports generating corresponding code from images or design diagrams.
- Inline Code Generation: Generates line-level or function-level code based on the current code file and cross-file context, with generation speed in seconds.
- R&D Intelligent Q&A: Trained on massive amounts of R&D documentation, product documentation, general R&D knowledge, and Alibaba Cloud service documentation to answer R&D questions.
- Intelligent Problem Diagnosis and Fix: Combines project code and environment information to quickly diagnose coding issues, compilation errors, runtime errors, etc., providing solutions and fix code suggestions.
- Multi-Editor Support: Compatible with Visual Studio Code, Visual Studio, JetBrains IDEs, and Lingma IDE.
Use Cases
- Intelligent code completion for daily coding
- Code generation from Chinese programming instructions
- Code review and optimization suggestions
- Automatic unit test generation
- Learning and understanding code for beginners
- Multi-file collaborative editing and refactoring
- Rapid prototyping with image-to-code
Pros
- Completely free: All features of the personal edition at zero cost
- Good Chinese understanding: High accuracy for Chinese programming instructions
- IDE integration: Supports VS Code, JetBrains, and Lingma IDE
- Strong Java support: Deep accumulation in the Alibaba Java ecosystem
- Available domestically: Alibaba Cloud servers, fast speed
- Programming agent: Autonomous planning, automatic perception, terminal execution, end-to-end coding task completion
Pricing
Tongyi Lingma Personal Edition is completely free with unlimited usage. Enterprise Standard Edition is free (basic features). Enterprise Professional Edition is priced on demand (enterprise knowledge base, private deployment, and other advanced features).
Summary
Tongyi Lingma is an 'excellent domestic free AI programming tool'—free, Chinese-friendly, with full coverage of mainstream IDEs, and equipped with advanced features such as a programming agent, multi-file editing, and image-to-code, suitable for both individual developers and enterprise teams.