Programmer's must-have: 12 popular AI programming aids selected recommendations

In the world of programmers, coding efficiency and quality are often the two core goals to pursue. With the rapid development of artificial intelligence technology, theAI-assisted programming toolscame into being to provide powerful support for developers. These tools not only understand complex code logic, but also automatically generate high-quality code based on the developer's needs, greatly improving programming efficiency.

In this article, we will review and recommend 12 popularAI Programming AssistantTools, they are unique and powerful, whether beginners or experienced programmers, you can find a suitable for their right hand.

With deep learning algorithms, these AI programming assistant tools are able to accurately understand the developer's intent and provide intelligent code completion, generation, optimization and other functions. They not only support multiple programming languages and mainstream IDEs, but also analyze the code in real time, point out potential errors, and provide repair suggestions. Next, let's take a deeper look at these tools and explore how they can help developers move forward more efficiently and easily on the programming path.

1. GitHub Copilot

Product Description: Co-developed by GitHub and OpenAI, based on the GPT-4 model and deeply integrated into mainstream IDEs such as VS Code and JetBrains, Copilot provides developers with high-quality code completion, mainly by learning from a large number of open-source code libraries.

Featured Function:Intelligent code completion, code generation according to comments, multi-language support, automatic test generation.

Charges:Personal Edition: $10/month; Enterprise Edition: $19/month.

Pros: Highly accurate, widely adapted to major IDEs, able to learn code context.

Drawbacks: Sometimes inefficient or insecure code is generated, which can be misleading to novices.

2. CodeWhisperer (AWS)

Product Description: AWS has launched an AI coding assistant with deep integration into the AWS ecosystem, especially for cloud developers.

Featured Function:Optimized AWS SDK calls, code completion and suggestions, built-in security scanning.

Charges:Free version (restrictions apply); Pro version: $19/month.

Pros: Extremely AWS developer friendly and code secure.

Drawbacks: Weak support for non-AWS development scenarios.

3. Replit Ghostwriter

Product Description: Developed by Replit, it is suitable for online programming environments and supports multi-person collaboration.

Featured Function:AI code completion, online IDE adaptation, and cloud operation.

Charges:Personal Edition: $10/month; Enterprise Edition: $20/month.

Pros: Adaptation to online programming and support for multi-person collaboration.

Drawbacks: Weak local IDE support.

4. Tabnine

Product Description: Using GPT-4 and private LLM technology, the main focus is on privacy protection.

Featured Function:Native operation, AI-driven global code completion, and compatibility with multiple programming languages.

Charges:Free version (basic features); Pro version: $12/month

Pros: Supports local deployment and is privacy friendly.

Drawbacks: The quality of code completion is slightly less than Copilot.

5. Cursor

Product Description: Cursor is an AI-assisted development environment combined with Copilot technology, deeply integrated into VS Code.

Featured Function:Code editor optimization, AI-driven code debugging, lightweight and efficient.

Charges:Free version (restrictions apply); Pro version: $20/month

Pros: Deep VS Code integration and lightweight.

Drawbacks: Dependent on the Copilot ecosystem and less independent.

6. Codeium

Product Description: Provides free AI code completion and supports multiple IDEs.

Featured Function:Efficient code completion, free to use, built-in code optimization suggestions.

Charges:free (of charge)

Pros: Cost-effective and free to use.

Drawbacks: Features are more basic with limited enterprise level support.

7. CodeGeeX (Smart Spectrum AI)

Product Description: Developed by the Smart Spectrum AI team, it supports multiple programming languages.

Featured Function:Open source and free, supports multiple IDEs.

Charges:free (of charge)

Pros: Free, support Chinese.

Drawbacks: Code quality is occasionally off.

8. DeepCode (Snyk Code)

Product Description: Provided by Snyk, it focuses primarily on code security.

Featured Function:Code security scanning, support for GitHub, GitLab.

Charges:The Basic Edition is free, and the Team and Enterprise Editions are charged on an as-needed basis.

Pros: Powerful security analytics.

Drawbacks:False alarm and omission issues, limited support in specific areas.

9. Tongyi Ling Code (Aliyun)

Product Description: AliCloud launched theAI Programming Tools.

Featured Function:Deeply adapted to Aliyun, multi-language support.

Charges:The Basic Edition is free, and the Professional and Enterprise Editions are charged on demand.

Pros: Suitable for the AliCloud ecosystem.

Drawbacks: Weak support for non-Ali users.

10. Cline

Product Description: AI Code Assistant by Cline.

Featured Function:Intelligent Code Generation,Automatic error detection.

Charges:free (of charge)

Pros: Efficient code generation, adapted to a variety of development scenarios.

Drawbacks: The ecosystem is still developing.

11. iFlyCode (KDDI)

Product Description: AI Programming Tools from KDDI.

Featured Function:Voice-controlled programming, intelligent error correction of code.

Charges:free (of charge)

Pros: Suitable for voice interaction developers.

Drawbacks: Ecological immaturity.

12. Baidu Comate (Baidu)

Product Description: Baidu launched an AI programming assistant.

Featured Function:Deeply integrated with Baidu Intelligent Cloud, supports multiple programming frameworks.

Charges:free (of charge)

Pros: Powerful AI support.

Drawbacks: Weak suitability.

Recommendations for selection

• individual developer: GitHub Copilot, Tabnine, Codeium.
• Cloud Developer: CodeWhisperer, Tongyi Ling Code.
• business user: DeepCode, Cursor, iFlyCode.
• open source enthusiast: CodeGeeX, Cline.

Whether you are a novice or a veteran developer, AI programming assistants can provide you with effective help in your daily development. However, they are just tools and cannot completely replace the creativity and logical thinking of developers. Therefore, when using these tools, make sure to maintain a critical attitude towards the quality of your code and carefully choose the right AI programming assistant for your project to maximize their advantages.

The future belongs to those developers who are good at combining AI tools and improving their efficiency. We wish you to find the most suitable AI programming assistant for you and enjoy a more efficient and easier development journey.