10 Best AI Coding Tools—Guide for Developers (2024)

Programming is evolving fast, and GPT-powered AI tools are now game-changers. They don’t just suggest code; they predict entire lines, recommend best practices, and catch errors early.

Whether you’re a pro or a newbie, these AI tools can boost your coding game. Let’s dive into the best 10 AI tools for coding in 2024.

What is GPT?

Generative Pre-training Transformer. It's a language prediction model that uses machine learning to produce text. It's pre-trained on a large corpus of text from the Internet, including code, and then fine-tuned with specific tasks. 

💡Learn more: What Does GPT Stand for in ChatGPT? Simple Answer and Beyond

Top 10 Best AI tools for Coding

1. GitHub Copilot

This tool is a leader in software development, integrating seamlessly with IDEs like Visual Studio Code. It speeds up development, reduces stress, and minimizes errors by understanding code context and generating real-time suggestions.

GitHub Copilot offers real-time code completion, function generation, and context-aware suggestions in various languages. Recently, it added a ChatGPT-like assistant for even more interactive coding support, making it invaluable for optimizing workflows and boosting productivity.

2. Tabnine

Tabnine is an AI-powered assistant that offers remarkable code completion capabilities and the ability to train on your own data. Therefore, the tool can provide even more personalized suggestions tailored to your needs. 

Additionally, Tabnine supports various programming languages and seamlessly integrates with popular Integrated Development Environments (IDEs). 

For instance, imagine you're working on a complex Python project that involves custom libraries. Tabnine can learn the intricacies of your codebase, making it possible to provide more relevant and accurate code completions as you write. As a result, you can write code faster and more efficiently without worrying about syntax errors or typos.

3. Amazon CodeWhisperer

This Amazon offering goes beyond basic code completion. It provides a two-pronged approach to streamlining your coding process while also ensuring software security, giving you peace of mind about the safety of your code. 

With CodeWhisperer, you can scan your existing code and comments to generate code in real-time. As a result, this AI tool not only saves you time in writing code but also helps you write more efficient and optimized code that follows the best coding practices. 

Moreover, CodeWhisperer identifies potential security vulnerabilities in your code, which can be fixed before you deploy it to production. This approach lets you write more secure software from the start, eliminating the need for additional security testing after the fact.

4. Replit Ghostwriter

Built into the Replit online IDE, Replit Ghostwriter is specifically designed to provide users with real-time code explanations, edits, and completions. It has been optimized for JavaScript and Python, but Ghostwriter also supports 14 additional programming languages. 

This tool is handy if you are stuck on a specific line of code. Ghostwriter can break down the code, explain its functionality, and even suggest improvements and alternative solutions. This makes it a precious tool for both beginners and experienced developers alike. 

5. Sourcegraph Cody

This AI assistant is explicitly designed to help developers enhance their code search capabilities. Sourcegraph Cody is an intelligent tool that allows you to find relevant code snippets and functionalities across massive codebases, saving you significant time. 

Although it does not function as a code completion tool, Cody's strength lies in its ability to sift through vast amounts of code, making it an essential time-saver for developers working on large projects or unfamiliar code. 

However, it's important to note that Cody's effectiveness may be limited in cases where the codebase is poorly documented or highly complex. 

6. AskCodi

AskCodi has comprehensive suite of features, including:

• Generating code in various programming languages, 
• Answering your programming questions in natural language, 
• Providing code suggestions and linting to help improve the readability of your code. 

Let's say you're working with a new programming language and are unsure how to write the code. AskCodi can not only translate your natural language questions into code but also analyze your existing code to suggest improvements for better readability and maintainability. 

7. CodeWP

Specifically designed for WordPress, CodeWP utilizes AI to simplify the process of website development by assisting with tasks like generating code from design mockups and writing clean, maintainable HTML and CSS. 

With CodeWP, you can provide a design mockup for your website and let the AI analyze the layout, generate the underlying code, and provide a solid foundation for you to build. 

This not only saves time and effort but also ensures that your website code is efficient, error-free, and optimized for performance. 

8. Gemini in Android Studio

Gemini is now incorporated into Android Studio as an AI coding companion that can help Android developers in generating code, finding relevant resources, learning best practices, and saving time.

Gemini is designed to help you optimize your Android app development process by:

• Suggesting improvements to your code, 
• Identifying potential layout problems that might occur on different screen sizes
• Refactor your code to promote better performance, reliability, and maintainability. 

With its advanced features and intuitive design, Android app development process can be a lot quicker and create high-quality, scalable, and efficient applications in less time.

9. BlackBox AI

BlackBox AI is a FREE code search engine designed to help developers find the most suitable code snippets for their projects. It supports over 20 programming languages and is compatible with popular IDEs and platforms such as VS Code, GitHub Codespaces, and Jupyter Notebook. 

This AI tool for coding enables you to perform code searches across vast public repositories without ever leaving your coding environment. With BlackBox AI, you can quickly discover reusable code snippets and accelerate your process.
 

10. Amazon SageMaker

SageMaker is a powerful AI platform that simplifies machine learning development. It offers pre-built algorithms, model hosting, and compatibility with frameworks like TensorFlow and PyTorch.

With SageMaker, you can easily build, train, optimize, and deploy ML models without dealing with infrastructure complexities. Its user-friendly interface lets you customize pre-built algorithms to fit your needs.

SageMaker also provides scalable and reliable model hosting with just a few clicks. It’s flexible, allowing the use of preferred tools, frameworks, and languages, and offers comprehensive documentation and support for quick and easy setup.

Conclusion

This is just a sneak peek at the amazing AI coding tools out there. As AI keeps evolving, we’ll see even more powerful and versatile tools that will revolutionize coding. 

So, dive in, give these AI tools a try, find your favorites, and watch your development workflow take off!