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%.
TONGYI Lingma's underlying layer relies on the code understanding and generation capabilities of the Tongyi Qianwen series of large language models.
Timeline (last 90 days)
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.
通义灵码采用检索增强生成（RAG）技术，能够读取项目中的已有文件作为上下文生成与现有代码风格一致的新内容
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
通义灵码可以集成到VS Code、JetBrains等主流IDE中，通过自然语言对话方式与开发者交互
与GitHub Copilot、Cursor等同类产品相比，通义灵码的特色在于对中文指令的理解能力更强，且对国内开发生态有更好的适配
在教程案例中通义灵码生成服务列表页时扫描到33个图片结果
使用AI建站时，让AI在生成新页面前先分析首页可最大程度保证整站风格统一，减少后期返工
AI生成的代码仍需人工把关质量与可维护性，例如检查语义化HTML标签、CSS冗余规则、无障碍访问标准
All Facts (19)
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%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通义灵码中导入智能体本质上是加载了一份预定义的System Prompt配置文件，包含角色定义、行为规则和输出格式约束
80%Unverified字节的MarsCode和阿里的通义灵码是企业级代码生成平台
80%UnverifiedTONGYI Lingma is an AI programming assistant built by Alibaba Cloud based on the Tongyi large model.
60%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通义灵码采用检索增强生成（RAG）技术，能够读取项目中的已有文件作为上下文生成与现有代码风格一致的新内容
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%Unverified通义灵码可以集成到VS Code、JetBrains等主流IDE中，通过自然语言对话方式与开发者交互
50%Unverified使用AI建站时，让AI在生成新页面前先分析首页可最大程度保证整站风格统一，减少后期返工
50%UnverifiedAI生成的代码仍需人工把关质量与可维护性，例如检查语义化HTML标签、CSS冗余规则、无障碍访问标准
50%Unverified与GitHub Copilot、Cursor等同类产品相比，通义灵码的特色在于对中文指令的理解能力更强，且对国内开发生态有更好的适配
50%Unverified在教程案例中通义灵码生成服务列表页时扫描到33个图片结果
50%