AI coding tools can help developers with their coding by autocompleting code or generating code suggestions. These tools can save programmers time and help them speed up their work with accuracy.
Let’s see some of the features of AI coding assistants –
- Code Completion: Predictive text and code suggestions as you type, helping to complete lines of code more quickly.
- Error Detection: Identifying and highlighting potential errors or bugs in the code in real-time.
- Code Refactoring: Recommending improvements to the code structure, style, and organization to enhance readability and maintainability.
- Documentation Support: Offering suggestions for code documentation to improve the clarity of the code.
- Code Generation: Automatically generating boilerplate or common code snippets based on user input or context.
- Code Navigation: Assisting with code navigation by providing suggestions for relevant functions, classes, or methods.
- Code Analysis: Analyzing code for performance issues, security vulnerabilities, and adherence to coding standards.
Let’s dive into the 10 best AI coding assistants –
TabNine
TabNine, powered by GPT-3, is an AI-driven autocompletion tool that suggests code snippets as you type. It understands context and syntax, saving time and reducing errors. For instance, TabNine suggests relevant code snippets when coding in Python, making your coding experience smoother.
Pros:
- Excellent code autocompletion
- Supports multiple programming languages
GitHub Copilot
Developed by GitHub in collaboration with OpenAI, GitHub Copilot is an AI-powered coding assistant. It generates code suggestions, comments, and documentation, helping programmers to accelerate development. For instance, Copilot can generate CSS styles based on design specifications while working on a web project.
Pros:
- Generates code snippets, comments, and documentation
- Assists in various programming languages
TensorFlow
TensorFlow, an open-source AI library by Google, simplifies machine learning tasks for programmers. With its user-friendly APIs, programmers can build and deploy various AI models. For instance, a programmer can use TensorFlow to create a deep-learning model for image recognition.
Pros:
- Powerful library for machine learning and deep learning
- Strong community support
CodeChef
CodeChef’s AI-driven platform aids programmers in honing their coding skills. It offers practice problems, competitions, and personalized learning paths. For instance, as a programmer aiming to enhance your algorithm skills, CodeChef’s AI engine recommends practice problems based on your strengths and weaknesses.
Pros:
- Offers coding practice, competitions
- Have personalized learning paths
AskCodi
AskCodi is an AI code assistant that helps you write code faster and with less work. AskCodi provides various applications for code generation, unit test creation, documentation, code conversions, etc. AskCodi is powered by OpenAI GPT, an AI system created by OpenAI. Apart from a web app, AskCodi is currently available as an extension/plugin for Visual Studio Code, Sublime Text, and JetBrains’ IDEs.
Pros:
- Speed up your coding process with our quick code suggestions
- Support for all major programming languages
- Integration support for major IDEs like VSCode, Sublime, JetBrains
Codiga
Codiga is an AI-powered static code analysis tool that helps developers write better, faster, and safer code. With its artificial intelligence, Codiga studies and inspects code for potential errors, vulnerabilities, and other issues. It’s compatible with development environments like VS Code, JetBrains, VisualStudio, GitHub, GitLab, and Bitbucket.
Pros:
- Speed up your coding process with our quick code suggestions
- Support for all major programming languages
- Integration support for major IDEs like VSCode, Sublime, JetBrains
CodeWP
CodeWP is an AI-powered platform that provides chat and coding tools specifically designed for WordPress creators. It offers a range of features such as conversational coding, 24/7 expert AI help, security scanning, and troubleshooting for WordPress sites.
CodeWP also provides customized AI solutions and an industry-specific platform to solve real-world problems for all WordPress users. Whether you’re a non-techie WordPress user, a developer, or an agency, CodeWP has something to offer.
Pros:
- Saves time and cost
- Customizable
- Easy to use
- Expert level understanding
- Built-in testing suit
Replit
Replit AI is an AI-powered code completion tool that provides suggestions based on the code in your current file. Replit AI Chat is the world’s first in-IDE developer AI chat. It can help you write better code, faster.
Replit AI is a great tool for developers who want to speed up their coding process and improve their code quality. It is also a great tool for beginners who are just learning to code.
Pros:
- Cloud-based
- Support multiple languages
- Easy to use
- AI chat
Sourcegraph Cody
Sourcegraph Cody is an AI coding assistant that provides AI-assisted autocomplete, code explanations, and code editing features. Cody autocompletes single lines or whole functions in any programming language, configuration file, or documentation. It supports all programming languages, but it works especially well for Python, Go, JavaScript, and TypeScript.
Pros:
- Improves productivity
- Code navigation facility
- Supports multiple languages
- AI-powered chat
Amazon CodeWhisperer
Amazon CodeWhisperer generates code suggestions ranging from snippets to full functions in real-time in the IDE based on your comments and existing code. It also supports CLI completions and natural-language-to-bash translation in the command line.
Amazon Q is an interactive, generative AI-powered assistant available in the IDE via CodeWhisperer that gives you expert guidance through a simple conversational interface. Use Amazon Q in the IDE to:
- Explain your code: Start a conversation with Amazon Q to understand your project code, all through natural dialogue.
- Transform your code: Upgrade and migrate your application to the latest language version in minutes.
- Get personalized code suggestions: Ask and Amazon Q can provide suggestions for adding unit tests, debugging, optimizing code, and more.
Pros:
- Generate code suggestions from snippets to full functions
- Supports CLI completions
- Generative AI-powered assistant
- Supports 15 programming languages
- Customize for even better suggestions
These are some of the best AI code assistants that you can make use of while coding. Make sure to use the best assistant for yourself based on the project you work on. We hope you found this helpful.
Happy Coding 💙
