articles

Home / DeveloperSection / Articles / 10 AI Tools That Can Generate Code To Help Programmers

10 AI Tools That Can Generate Code To Help Programmers

10 AI Tools That Can Generate Code To Help Programmers

HARIDHA P154 31-May-2024

Artificial Intelligence (AI) is bringing about a significant revolution in the programming world. Artificial intelligence (AI)-driven tools are no longer science fiction; instead, they actively support programmers in many coding-related areas, accelerating, streamlining, and even enhancing the creative process.  Let's explore ten incredible AI technologies that can produce code and provide programmers extra capabilities.

1. OpenAI Codex-powered GitHub Copilot:

This ground-breaking tool is integrated into well-known development environments such as JetBrains IDEs and Visual Studio Code, and it is truly innovative.  With the help of OpenAI Codex, a potent AI model that was trained on a sizable body of public code, Copilot provides real-time code completion recommendations for a number of programming languages.  The genius of Copilot is that it allows you to imagine having an AI assistant suggest entire lines of code, function definitions, and even complete code blocks based on your present context.

2. TabNine: 

This remarkable AI system surpasses simple code completion. With the use of machine learning, TabNine can offer context-aware code recommendations that are customized to your own coding style. It looks at your past coding experiences and preferences, recommending bits of code that follow your typical workflow.  Because of its degree of customisation, TabNine is a useful tool for seasoned programmers looking to improve productivity.

3. Kite:

Another strong contender in the code completion arena, Kite boasts intelligent code completions and advanced coding features. It leverages machine learning models trained on a vast codebase to offer relevant suggestions, documentation snippets, and even type hints.  Kite integrates seamlessly with various IDEs and offers a free plan with basic functionalities.

4. DeepCode:

Taking code assistance a step further, DeepCode delves into the realm of code reviews and analysis.  This AI-powered tool scans your codebase, identifying potential bugs, security vulnerabilities, and code smells (sections of code that might indicate bad practices).  By proactively detecting these issues, DeepCode helps you write cleaner, more secure, and maintainable code.

5. Ponicode:

Web developers, take note! Ponicode offers AI-powered code creation for user interfaces (UIs), which simplifies the front-end development process.  All you have to do is use natural language to describe your ideal user interface layout, and Ponicode will create the HTML, CSS, and JavaScript code to match.  Ponicode has the potential to greatly speed up front-end development workflows, even if it is still in the early stages of development.

6. AI Copilot:

Distinct from GitHub Copilot, Copilot.ai provides a distinct method for generating code.  Using this platform, you can use natural language to describe the functionality you'd like, and Copilot.ai will provide code snippets in multiple programming languages.  Consider it as a means of turning your conceptual understanding of programming into working code, even in the absence of substantial coding knowledge.

7. Code GPT: 

This AI tool, which is still in its early phases of development, lets you describe the necessary functionality in comments or as Python code.  With the help of a big dataset of Python code, Code GPT tries to convert your comments into working code.  Although not flawless, Code GPT exhibits potential as a tool for producing boilerplate code or simple code architectures.

8. Jarvis: 

Although it isn't precisely an AI coding tool, programmers can't live without Jarvis.  A variety of developer tools are available on this platform, such as unit test generation, code formatting, and linting (which detects stylistic and possible problems).  Jarvis saves programmers a great deal of tme and effort by automating these chores, freeing them up to concentrate on the essential elements of development.

9. AI Code Assistant by Apalon: 

This browser add-on provides code creation ideas and real-time code completion from within your browser.  For front-end developers working directly in the browser environment, it is a useful tool because it supports multiple web development languages, including HTML, CSS, and JavaScript.

10. DreamScript: 

DreamScript is an interesting artificial intelligence tool that lets you write code in plain English.  DreamScript converts your plain English description of the logic and functionality of your intended programme into actual code.  DreamScript is still under development, but it has the potential to democratize programming for those who don't know anything about coding, which is really intriguing.


Writing is my thing. I enjoy crafting blog posts, articles, and marketing materials that connect with readers. I want to entertain and leave a mark with every piece I create. Teaching English complements my writing work. It helps me understand language better and reach diverse audiences. I love empowering others to communicate confidently.

Leave Comment

Comments

Liked By