In an era where digital technology is rapidly changing. Software development is becoming more challenging and complex. For developers, writing quality code that quickly responds to user needs is the most important thing. But working in this era is not difficult anymore. With the advent of AI tools that can help increase efficiency and reduce development time.
AI Tools have become an important assistant in the work of developers. From helping write code Error checking to data analysis These tools help developers work more efficiently. It not only reduces workload but also fosters creativity and innovation in the development process.
In this article, we will explore the 10 most popular AI tools in the programming world. With working features and clear methods of use to help you choose the right tools for your work style. Come discover the tools that will change the way you code together!
1. GitHub Pilot
GitHub Copilot is a tool developed by GitHub in collaboration with OpenAI that uses AI to help code in the IDE (Integrated Development Environment) It works with Visual Studio Code, Neovim, and JetBrains IDEs. Copilot analyzes the code you're writing and recommends the right code or functionality for you in real time. Reduce the time spent searching for information or writing new code. This is especially true for performing repetitive tasks such as creating common functions or handling errors.
feature:
* Code Suggestions: The system can guess codes based on the context of the code you write.
* Multiple Language Support: Supports multiple programming languages, including Python, JavaScript, TypeScript, Ruby, Go, and more.
* Adaptation: Copilot can learn from your writing style. Makes recommendations more appropriate and accurate
Link: GitHub Copilot
2. Tab Nine
Tabnine is an AI that helps predict code in the IDE by learning from the code you write and code from multiple sources available on GitHub and Open Source Projects. Tabnine runs in the background to analyze the code you are working on and provide real-time suggestions This can greatly increase the efficiency of coding.
feature:
* Intelligent Prediction: Recommends appropriate code based on the writing context.
* Multiple IDE Support: Compatible with multiple IDEs such as Visual Studio Code, IntelliJ, PyCharm, and more.
* Customizable: Lets you tailor your work to suit your writing style.
Link: Tab Nine
3.Kite
Kite is a tool that uses AI to help code. It provides suggestions for relevant functions and code as you type. It saves you the hassle of searching for documentation or looking at code examples. There's also a Docstring feature that helps explain your functions.
feature:
* Function Hints: Provides guidance on the proper use of functions while coding.
* Docstring: Automatically creates documentation for functions.
* Multi-language support: Supports Python, JavaScript, Go, Java, and more.
Link: Kite
4. Codex
Codex from OpenAI is an AI model used to generate code from natural commands. This means that you can develop applications by typing simple commands. Codex supports multiple coding languages and has the ability to understand complex commands.
feature:
* Generate Code from Text: Code can be generated from natural commands.
* Support for multiple programming languages: Ability to code in Python, JavaScript, TypeScript, Ruby, Go, and more.
* Easy to use: It is an ideal tool for developers of all levels.
Link: OpenAI Codex
5.Deep Code
DeepCode uses AI to inspect code and find errors. It can analyze your code in real time and provide feedback on how to improve it. Code can be evaluated from existing projects and suggestions for fixes can be made.
feature:
* Real-time code review: Analyze and provide real-time feedback.
* Code Quality Improvement: Helps find security and performance issues.
* Multi-language support: Supports Java, JavaScript, TypeScript, Python, C#, and more.
Link: DeepCode
6. Repeat
Replit is an online IDE that makes it easy to write code and share it with others. It has AI features that help you code and provide real-time suggestions. Helps you work with your team conveniently.
feature:
* Online Coding: Write code and run it instantly.
* Collaboration: Supports real-time collaboration.
* Multi-Language Support: Able to code in multiple languages such as Python, Java, HTML/CSS and more.
Link: Duplicate
7.Source
Sourcery focuses on improving the quality of Python code by providing real-time feedback as you code. It allows you to write higher quality code.
feature:
* Code Analysis: Analyze code and provide real-time feedback.
* Improves Code Quality: Helps in writing clean and efficient code.
* Extensions: Support for many IDEs such as Visual Studio Code, PyCharm.
Link: Sourcery
8.CodeGuru
CodeGuru from AWS is a service that uses AI to review code and recommend application performance improvements. This makes it easier for developers to find problems in their code and improve its quality.
feature:
* Code review: Analyze code for errors and performance issues.
* Performance Improvements: Provide suggestions for improving the code to run faster.
* Integration: Can be integrated with other AWS services.
Link: CodeGuru
9. GPT Chat
ChatGPT is an AI model that can help answer questions and provide coding suggestions. Helps developers quickly resolve technical issues You can inquire about coding or project development guidelines.
feature:
* Answer technical questions: Answer questions about coding and problems that arise.
* Providing advice: Providing advice on project development and design.
* Conversation Support: Can facilitate natural conversations between users and AI.
Link: ChatGPT
10. Jupyter notebook + AI library
Using Jupyter Notebooks with AI libraries like TensorFlow and PyTorch is a great tool for data analysis and machine learning model development. Jupyter Notebooks makes it easy to code and visualize in one place.
feature:
* Coding and Visualization: Write code and view results in an easy-to-understand format.
* Data Integration: Can integrate with data and AI models.
* Sharing and Collaboration: Notebooks can be shared with teams to collaborate.
Link: Jupyter Notebook