Hello everyone, I am Shadow. A post-00s AIP super individual, with AI writing realizing five-digit income. I am committed to sharing all AI tools on the market. Currently, the effects of AI tools in aspects such as dialogue, video, and painting are already quite mature. Then many people will ask, can AI greatly improve the efficiency in developing programming? Of course it can. The three tools shared today, especially the third one, can be said to be a magic weapon for AI to work for programmers. Let’s find out below. Before starting, let’s look at a small story first: The night is low, and the lights in the office are still bright. Programmer Li frowned and was facing complex code problems. Colleague Zhang came over and patted him on the shoulder: “Still suffering from this bug?” Li sighed: “Yes, I just can’t optimize this algorithm well.” Zhang smiled mysteriously and said softly: “Try Tongyi Lingma. It can help you understand the code intention and optimize the algorithm.” Li entered a few lines of code half-believingly. Tongyi Lingma quickly gave an optimization plan. His eyes lit up, and the code running speed increased several times. “This… is amazing!” Li exclaimed. Zhang said proudly: “There are also Cursor and Doubao MarsCode. They each have their own advantages. You can try them.” Li excitedly started to try. The three tools each have their own advantages and made his programming journey easy and pleasant. In the world of code, choice is more important than effort.
I. Tongyi Lingma
Tongyi Lingma is an intelligent coding assistance tool launched by Ali Cloud. Based on Tongyi large model, it provides functions such as real-time continuation at the line/function level, natural language generation code, unit test generation, code optimization, comment generation, code explanation, R & D intelligent question answering, and exception error detection.It supports mainstream IDEs such as Visual Studio Code and JetBrains IDEs, and is compatible with multiple mainstream programming languages such as Java, Python, Go, C/C++, and JavaScript. Official website address: https://tongyi.aliyun.com/
Main functions:
1. Code intelligent generation: Tongyi Lingma can generate line-level/function-level code, unit tests and code optimization suggestions based on the context of the current code file to improve coding efficiency.
2. Natural language generation of code: It supports generating code suggestions directly in the editor by describing requirements in natural language, realizing uninterrupted coding flow.
3. Unit test generation: Automatically generate unit test code and related explanations according to multiple test frameworks such as JUnit and Mockito to improve test efficiency.
4. Code optimization and comment generation: Deeply analyze the code, identify potential problems and provide optimization suggestions; at the same time, generate method comments and inter-line comments with one click to improve code readability.
II. Doubao MarsCode
Doubao MarsCode is an intelligent development tool launched by ByteDance and built based on the Doubao large model. It provides two forms: programming assistant and cloud IDE, and supports multiple capabilities such as code completion, error fixing, one-click Apply, and AI problem-solving. Doubao MarsCode aims to improve programming efficiency and quality through AI technology and is suitable for developers of different experience levels. Official website address: https://www.marscode.cn/
Main functions:
1. AI code generation: Doubao MarsCode can automatically generate high-quality code based on the context and supports multiple mainstream programming languages such as C++, Java, Python, and HTML.
2. Code explanation and optimization: Provide detailed explanations for complex code and optimize existing code to improve code quality and readability.
3. Unit test generation: Generate intelligent unit test code to cover key logical paths and improve code test coverage and reliability.
4. One-click Apply function: Apply the AI-generated code directly to the target file without manual copying and pasting to improve development efficiency.
III, Cursor
Cursor is a code editor based on artificial intelligence technology developed by Anysphere Company. It inherits the powerful features of VS Code and provides intelligent programming assistance functions. It uses natural language processing and deep learning algorithms to automatically generate high-quality code according to user input and supports multiple programming languages and can run on multiple operating systems. Cursor has won unanimous praise in the technical circle with its excellent programming experience and efficient code generation ability. Official website address: https://www.cursor.com/
Main functions:
1. Code completion: Cursor provides context-based code suggestions to help developers complete code writing quickly.
2. Real-time error detection and repair: Detect and fix problems in time during the coding process to improve code quality.
3. Code formatting and refactoring: Automatically adjust code format to maintain consistent coding style and easily complete code refactoring.
4. Project tool support: Integrate version control, debugging tools, performance analysis and other functions to support collaborative development by multiple people.
5. Codebase indexing function: Cursor will index the code, calculate the embedding vectors of each file in the codebase, and use these vectors to improve the accuracy of codebase answers. By pressing ctrl + enter, Cursor can extract relevant content based on the code repository of the entire project as context to obtain more accurate answers.
6. AI Review code: Cursor provides the AI Review function. It is still in beta testing, but it can be enabled in settings. This function can help review code and provide improvement suggestions, similar to having an AI assistant for code review.
Such a powerful AI programming tool. Everyone, go and practice and try it! If you think it is helpful or inspiring, you may as well give it a like. You are also welcome to forward it to more friends. Welcome to scan the following QR code and add Shadow’s WeChat. Note the public account and get AI learning materials for free.
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