List of the Top 4 AI Coding Assistants for GLM-4.6 in 2025

Roo Code, formerly known as Roo Cline, serves as an AI-driven coding assistant embedded within Visual Studio Code, significantly enhancing software development productivity. With its capability for natural language interactions, users can easily generate code, refactor, debug, and update documentation. Furthermore, it can autonomously read and write files within the workspace, execute terminal commands, and carry out automated tasks in web browsers. Roo Code is compatible with a wide array of OpenAI-compatible or custom models and APIs and offers several customizable modes, including Code Mode for standard coding tasks, Architect Mode for system design, Ask Mode for inquiries, Debug Mode for troubleshooting, and tailored Custom Modes for specific functions. Additionally, it features the Model Context Protocol (MCP), which extends its integration capabilities with various external tools and APIs, thereby enhancing its adaptability across different development settings. This extensive suite of functionalities makes Roo Code an invaluable resource for developers aiming to optimize their workflows and elevate their productivity levels. Ultimately, the tool represents a significant advancement in the realm of software development, bridging the gap between human creativity and machine efficiency.

Kilo Code is an open-source extension for Visual Studio Code, designed to enhance coding efficiency through features such as code generation, task automation, and intelligent suggestions. Key functionalities include the generation of code from natural language requests, automated refactoring that improves existing codebases, smart code completion that offers valuable suggestions during development, and the automation of repetitive tasks to help optimize your workflow. To get started with Kilo Code, you can easily install the extension from the VS Code Marketplace, create an account using your Google credentials to claim free Claude 3.7 Sonnet credits, and embark on your coding adventure. With these powerful tools at your disposal, Kilo Code not only streamlines the coding process but also allows developers to dedicate their time to more intricate and innovative projects, ultimately fostering a more creative coding environment. As a result, this extension serves as a valuable asset for both seasoned programmers and beginners alike.

Anthropic has introduced Claude Code, an AI-driven coding assistant, as part of the Claude 3.7 Sonnet release. This groundbreaking tool allows developers to optimize complex engineering workflows directly from their terminal, functioning as a supportive ally throughout the coding process. With the ability to scrutinize and navigate code, update files, run tests, and commit changes to GitHub, Claude Code also adeptly manages command-line operations. Early assessments highlight its exceptional effectiveness, completing extensive code refactoring and debugging tasks in a fraction of the time required by conventional approaches. While still in the research preview phase, Claude Code is already seen as an essential resource for shortening development cycles and enhancing test-driven development practices. Its sophisticated capabilities indicate a bright future for significantly boosting productivity in software engineering, potentially transforming how developers approach their projects.

Cline is an autonomous coding assistant seamlessly embedded in your IDE, capable of creating and modifying files, executing commands, browsing the internet, and more, all while ensuring you provide explicit consent at each step of the process. This tool is specifically designed to address complex software development issues in a systematic manner. With its ability to generate and alter files, navigate large codebases, access web resources, and execute terminal commands upon your approval, Cline offers a level of support that goes beyond basic code completion or technical help. In contrast to conventional AI scripts that function in isolated settings, this extension boasts an intuitive interface that necessitates your consent for every modification and command, thereby promoting a secure and user-friendly experience with autonomous AI. By utilizing such a system, developers are empowered to discover creative solutions while retaining complete oversight of their coding environment, thus enhancing productivity and innovation in their projects.