The 5 Best AI Coding Assistant Tools in 2024
In 2024, Large Language Models (LLMs) based on Artificial Intelligence (AI) have matured and become an integral part of our workflow. One of the most widely used AI applications is coding assistant. Hence we have curated the 5 best AI coding assistant tools that you must add to your workflow.
What is an AI Coding Assistant?
An AI coding assistant is an innovative tool that leverages advanced artificial intelligence to enhance coding productivity and accuracy. It seamlessly integrates a host of powerful features into the development environment, functioning as an intelligent companion to augment the coding process:
- Code Suggestions: Powered by cutting-edge large language models, this sophisticated assistant can provide contextual code suggestions as you type, anticipating your needs and streamlining the development workflow.
- Bug Identification and Fixing: The AI coding assistant can identify and rectify bugs proactively, analyzing your code and offering suggestions to resolve errors before you even run the program.
- Refactoring and Code Improvement: It offers refactoring recommendations to improve code readability, generate documentation, add comments, format the code, and generate unit tests, ensuring your codebase remains clean, maintainable, and well-documented.
- Multi-Language Support: This versatile tool supports a multitude of programming languages, allowing developers to interact with the assistant using natural language queries, much like collaborating with a knowledgeable human counterpart.
- Security Vigilance: Acting as a vigilant security guardian, the AI coding assistant scrutinizes your code for potential vulnerabilities and proposes remediation strategies, enhancing the overall security posture of your applications.
- Error Diagnosis and Resolution: If you encounter an error when running your code, the AI assistant can swiftly diagnose and provide guidance on resolving the issue, minimizing development bottlenecks.
In essence, this AI-driven tool is poised to become an indispensable ally for developers, empowering them to write more efficient, secure, and maintainable code while accelerating the overall development lifecycle.
Here are five of the best ones to check out in 2024.
1. Github Copilot
Developed by GitHub, Copilot stands out as one of the most well-known coding AI assistants. This powerful Visual Studio Code extension acts as an incredibly smart pair programmer, providing code suggestions, refactoring capabilities, and in-depth explanations. Its inline suggestions, generated on the fly as you type, ensure a seamless coding experience without disrupting your flow. Additionally, Copilot’s chat feature enables conversational interactions, allowing you to generate longer functions or seek comprehensive assistance.
2. Codeium
For developers seeking a free alternative, Codeium is an open-source toolkit that brings AI-powered code completion, search, and chat capabilities to various coding environments through browser extensions. Its impressive autocomplete feature saves developers from typing boilerplate code and remembering argument orders across numerous programming languages. However, Codeium’s true strength lies in its natural language search capabilities, enabling developers to describe their search in plain English, streamlining the process of navigating unfamiliar codebases.
3. Cody
Cody is a versatile AI assistant who aims to turbocharge coding workflows from multiple angles. Its standout feature is the AI autocomplete, which can fill in complete functions and even entire files with just a brief prompt. Cody’s context awareness is top-notch, allowing it to understand and extend existing code seamlessly. Additionally, Cody shines with its suite of AI-powered development commands, including code explanation and automatic unit test generation based on existing code.
4. JIT.code
JIT.code is a tool that leverages AI to convert text into code, enabling users to generate code in HTML, CSS, and JavaScript based on their text input. This tool utilizes machine learning algorithms to create functional code from text, supporting HTML, CSS, and JavaScript. With a focus on privacy and security, JIT.code stores the API key locally on the user’s browser and does not share it with external sources, making it a safe and free-to-use option.
5. Amazon CodeWhisperer
CodeWhisperer works across various IDEs and code editors, allowing you to describe coding tasks in plain comments, and it will generate relevant code suggestions tailored to your project’s context. CodeWhisperer excels in larger enterprise projects, with its ability to ingest and learn from an organization’s proprietary codebases for smarter recommendations, security scanning, and admin controls.
By harnessing the power of AI-powered coding assistants, developers can significantly enhance their productivity, write cleaner and more maintainable code, and accelerate the overall development lifecycle. These intelligent tools are poised to become indispensable allies, empowering developers to focus on more complex tasks while streamlining the coding process.
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