Tongyi Lingma
Tongyi Lingma is an AI-powered programming assistant developed by Alibaba, built on large language models. It supports code generation, code completion, code explanation, bug fixing, and unit test generation. The tool integrates with mainstream IDEs such as VS Code and JetBrains products, supports multiple programming languages, and provides natural-language conversational programming assistance to improve developer coding efficiency and code quality.
Core Facts
Tongyi Lingma is an AI programming tool developed by Alibaba based on the Tongyi Qianwen large model, deeply integrated into VS Code and JetBrains series IDEs.
Programmers who are proficient with AI coding tools can improve their development speed on standard business requirements by 30%–50%.
DeepSeek-Harness是一个开源智能体框架，其核心理念是「一切皆插件」
Timeline (last 90 days)
The Tongyi Lingma plugin can provide code context hints and intelligent Q&A within Visual Studio, and generate code comments and optimization suggestions.
Tool selection advice: with sufficient budget and a pursuit of multi-file collaboration capability, Cursor can be prioritized; those with established IDE habits can start with the Copilot or Codeium plugin; the cost-sensitive can first use domestic free tools to validate needs.
Tongyi Lingma is currently free and fairly easy to use; the free version has everything it should have in the core code-writing and code-modifying functions, but supporting facilities and community support are relatively limited, for example advanced features such as MCP may be missing.
Domestic tools such as Tongyi Lingma and DeepSeek Harness have clear advantages in domestic availability and cost controllability, but their capability and durability still need to catch up.
The T2 tier (main-workhorse link) mostly scores around 7, including tools such as Kimi, Kling, Tongyi Lingma, OpenCloudTrain, Copilot, Adder, and DeepSeek Harness.
The UP host demonstrated placing a Skill in the working directory, where agents such as Claude, Alibaba's Tongyi Lingma, and Codex can all recognize and invoke it.
The technology stack covered in the course includes LangGraph, the LangChain ecosystem, MCP, and RAG, and the creator emphasized that the API level of these frameworks can be left to AI-assisted writing, but the design philosophy behind the frameworks must be thoroughly understood by oneself.
Tongyi Lingma supports a multimodal interaction feature that automatically generates front-end component code by uploading UI design images.
Domestic AI coding tools such as Tongyi Lingma currently offer free versions with core functions including writing and modifying code.
构建内页时应以已完成的首页作为参照物，在指令中明确要求AI参考首页并复用已有的头部和脚部，让AI在理解现有结构的基础上生成新页面
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All Facts (20)
Tongyi Lingma is an AI programming tool developed by Alibaba based on the Tongyi Qianwen large model, deeply integrated into VS Code and JetBrains series IDEs.
80%VerifiedProgrammers who are proficient with AI coding tools can improve their development speed on standard business requirements by 30%–50%.
80%VerifiedDeepSeek-Harness是一个开源智能体框架，其核心理念是「一切皆插件」
65%VerifiedTONGYI Lingma's underlying layer relies on the code understanding and generation capabilities of the Tongyi Qianwen series of large language models.
65%VerifiedTongyi Lingma is an AI coding assistant launched by Alibaba that supports integration in the form of a VS Code plugin.
65%VerifiedDomestic AI-assisted programming products include Tongyi Lingma and Wenxin Kuaima.
65%VerifiedQoder is the overseas version of Tongyi Lingma.
65%Unverified灵码（通义灵码）由阿里云推出，针对中文注释和国内开发生态做了专项优化
85%Unverified字节的MarsCode和阿里的通义灵码是企业级代码生成平台
80%UnverifiedImporting an agent into TONGYI Lingma is essentially loading a predefined System Prompt configuration file that contains role definitions, behavioral rules, and output format constraints.
60%UnverifiedTONGYI Lingma is an AI programming assistant built by Alibaba Cloud based on the Tongyi large model.
60%UnverifiedThe Tongyi Lingma plugin can provide code context hints and intelligent Q&A within Visual Studio, and generate code comments and optimization suggestions.
50%UnverifiedTongyi Lingma is currently free and fairly easy to use; the free version has everything it should have in the core code-writing and code-modifying functions, but supporting facilities and community support are relatively limited, for example advanced features such as MCP may be missing.
50%UnverifiedTool selection advice: with sufficient budget and a pursuit of multi-file collaboration capability, Cursor can be prioritized; those with established IDE habits can start with the Copilot or Codeium plugin; the cost-sensitive can first use domestic free tools to validate needs.
50%UnverifiedThe T2 tier (main-workhorse link) mostly scores around 7, including tools such as Kimi, Kling, Tongyi Lingma, OpenCloudTrain, Copilot, Adder, and DeepSeek Harness.
50%UnverifiedDomestic tools such as Tongyi Lingma and DeepSeek Harness have clear advantages in domestic availability and cost controllability, but their capability and durability still need to catch up.
50%UnverifiedThe UP host demonstrated placing a Skill in the working directory, where agents such as Claude, Alibaba's Tongyi Lingma, and Codex can all recognize and invoke it.
50%UnverifiedThe technology stack covered in the course includes LangGraph, the LangChain ecosystem, MCP, and RAG, and the creator emphasized that the API level of these frameworks can be left to AI-assisted writing, but the design philosophy behind the frameworks must be thoroughly understood by oneself.
50%UnverifiedTongyi Lingma supports a multimodal interaction feature that automatically generates front-end component code by uploading UI design images.
50%Unverified构建内页时应以已完成的首页作为参照物，在指令中明确要求AI参考首页并复用已有的头部和脚部，让AI在理解现有结构的基础上生成新页面
50%