Through the two interesting tracks of "mini game development" and "MCP scene practice", the AI technology threshold is lowered, so that developers can easily experience the magic of "one sentence code generation".

This article will describe in detail how to use the cloud efficiency MCP service to generate corresponding codes, create branches, submit codes, and initiate merge requests based on work item content.

The combination of programming agent and MCP is not just a "tool+assistant", but a paradigm transition from "manual tool invocation" to "AI active resource scheduling".

In May, Tongyi Smart Code upgraded the Ask mode to the Agentic mode, supporting the independent invocation of project awareness and network retrieval tools, so that developers can interact more closely with the project scenario. The new functions of Inline Chat and NES greatly improve the efficiency of code modification. At the same time, we released AI IDE -- Lingma IDE, which fully integrates the intelligent coding capability and is ready for use out of the box without additional plug-ins. In addition, the context file adding experience and other functions are optimized to further improve development efficiency and user experience.

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Tongyi smart code provides intelligent conversation capability, supports three modes of intelligent question and answer, file editing and agent, helps developers solve coding problems, and performs code repair, debugging and running error troubleshooting. It has the ability to modify multiple files, make independent decisions, and complete coding tasks end-to-end. In intelligent sessions, it supports rich contexts (such as code files, directories, pictures, Git Commit, etc.), and allows users to freely combine prompt words and contexts. Plug ins can be downloaded through the link. In addition, it also supports multiple context types (# file, # folder, # image, etc.) to facilitate developers to accurately express their needs.

Through AI technology, projects can be developed efficiently even without coding. From generating poetry reading web pages to creating 3D games, these amazing operations are now within reach. After exploration, I successfully launched my personal site using AI: https://koi0101-max.github.io/web . Without a line of code, creativity can be realized with powerful tools, making development simple and fast!

AI is reshaping the educational boundary! "GenAI Education Exploration Joint Activity" was jointly organized by Intel, Alibaba Cloud and other institutions, focusing on the innovative application of generative AI in education. At 13:30 on May 23, the event will open at the Beijing World Trade Center. Feng Tianhao, senior product architect of Alibaba Cloud, will share the upgrade content of Tongyi Smart Code 2.5, and discuss how Qwen3 model and agents redefine programming capabilities. Scan the QR code of the poster now to register!

In 2025, when AI is developing rapidly, Tongyi Lingma, as a leading AI programming assistant in China, is redefining the development method through its unique agent architecture and powerful model capabilities. This article invites Chen Xin (Shenxiu), the technical director, to discuss the current situation and future of AI programming. Based on Qwen3 model, Tongyi Lingma has the advantages of memory system innovation, MCP tool ecology and multimodal interaction, and introduces three working modes to adapt to different scenarios. Although the industry still faces challenges, domestic models are rising, and enterprises can adopt the "three-step" strategy to introduce AI tools. In the future, AI will move from assistance to dominance, deepen code understanding and restructure development tools, and help more efficient and creative programming.

This update is about the ability of Inline Chat, which supports developers to talk in the code editor area. Developers can modify the code in a single file or ask questions in real time through natural language dialogue.

The 2.5.0 version of Tongyi smart code now fully supports Qwen3, adopts a hybrid expert architecture, and the parameter quantity is only 1/3 of DeepSeek-R1. It is the first "hybrid reasoning model" in China. It surpasses international mainstream models such as DeepSeek-R1 and OpenAI-o1 in performance evaluation, fully supports MCP capabilities, and integrates the largest MCP Chinese community in China. After the experience as a programmer, we found that the Tongyi Holy Code can generate complete project code through simple instructions, including front and rear ends, interface calls, etc., greatly reducing the development threshold. The article shows its powerful functions through two Demos: first, aggregating hot list data of multiple platforms and pushing WeChat notifications; The second is to generate the travel guide HTML page based on Gaode and 12306 MCP. There is no need to write code manually in the whole process, and developers are recommended to try.

Tongyi Smart Code has been officially applied to the intelligent cockpit department of Weilai Automobile. Nearly 400 members use the tool, with AI generated code accounting for more than 30%, and even 70% - 80% in the "Tiantan" project. It helps research and development by improving code development efficiency, reducing maintenance costs, intelligent generation unit testing, problem troubleshooting and other functions. Weilai chooses Tongyi Holy Code to value the security capability and knowledge management function of its enterprise exclusive version. In the future, it is expected that AI programming will standardize the R&D process and become an efficient guidance tool similar to automatic driving.

Tongyi Smart Code recently launched a programming agent, which provides three modes of intelligent question and answer, file editing and agent to meet the needs of different development scenarios. The intelligent experience uses engineering retrieval, file editing and other tools to complete complex coding tasks according to the task description. At the same time, Qwen3 series of model services are added to support multi model configuration, optimize context selection interaction, and strengthen memory. In addition, the international station supports Alibaba Cloud account login, and the enterprise version can be configured with multiple reasoning model services to further enhance the developer experience.

Tongyi smart code fully supports Qwen3, online programming agent, independent decision-making, environment awareness and other capabilities. Developers can configure MCP tools to integrate Magic Tower MCP Plaza. Now we are launching the challenge of rapid development to solicit innovative play methods. The submission video needs to show the combination of Tongyi Holy Code and MCP, with topic # Tongyi Holy Code programming agent and @ official account. The top 20 winners will receive exclusive T-shirts. Time: May 6 to May 30.

Tongyi smart code has been upgraded and released the first domestic programming agent supporting "independent decision-making+tool chain closed-loop", which is free for individuals! New functions include agent mode, Qwen3 support for hybrid reasoning model, comprehensive integration of MCP Chinese community (covering 2400+services) and long-term memory capability. Users can use IDE plug-ins, which are compatible with mainstream development environments such as JetBrains, VS Code, and Visual Studio. The tutorial shows how to convert the MasterGo design draft into front-end code to simplify the development process. Exploration link: [Tongyi Lingma official website]（ https://lingma.aliyun.com/ )。

Qwen3 series of hybrid reasoning models have been fully open source, among which Qwen3-235B-A22B has performed well in many tests. Tongyi smart code now supports Qwen3, and is online to program agents. It has the ability to make independent decisions and use tools, and can complete coding tasks. Developers can add contexts (such as code files, pictures, Git submission, etc.) in a variety of ways to enhance interaction. Experience address: https://lingma.aliyun.com/download 。