TOP-7 coding tools powered by AI (Especially GPT-3)

published on 13 August 2024

GPT-3 is changing the game for Dev Tools!

AI can now do so much without the need for tons of programming knowledge.

These models are extremely smart and can analyze huge amounts of data, learn and adapt, and even make decisions. It's crazy to think about all the ways they can make tech better.

We're entering a new era where people and machines can work together in amazing ways.

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Number of Parameters of GPT-3 compared to previous models. (Edited by WillStatsOriginal 1 , Original 2)

1. AI2SQL

It's time to tackle some database development. I mean, who doesn't love staring at rows and columns all day?

AI2SQL is a platform that allows users to build custom machine learning models and deploy them to an SQL database.

With AI2SQL, users can easily build models using a variety of pre-built components and then deploy them to a SQL database, making it easy to incorporate machine learning into existing applications and systems.

One of the standout features of AI2SQL is its user-friendly interface.

Whether you are a machine-learning beginner or an experienced data scientist, AI2SQL is a powerful and easy-to-use platform that can help you build and deploy custom machine-learning models quickly and easily without the need for outstanding expertise in the matter.

2. Tabnine

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And what about prediction? Code, of course!

Tabnine is an AI code completion tool that helps developers write code faster and more accurately.

It predicts what code developers will write next based on the context of their current code, saving time and effort. It also suggests function names and parameters and finds and fixes syntax errors.

Tabnine can be run on a developer's laptop, on a server inside a firewall, or in the cloud. It's a great tool for any project out there.

Tabnine predicts and suggests your next lines of code based on context & syntax.

  • Whole line code completions
  • Full-function code completions
  • Natural language to code

Improved code quality & consistency

Tabnine suggests code completions that align with your coding patterns.

  • Cohesive, consistent code completions
  • Reduced cost for code review iterations
  • Stay in the editor (and the flow)

3. MarsX

MarsX is only one low-code platform in our list because it’s the first platform that allows users to create websites or apps using a chat interface of GPT.

MarsX allows users to build custom software applications without the need for traditional coding.

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One of the key features of MarsX is its AI-driven solution, which allows users to create websites or apps using a chat interface. Users can use common English instead of tags and have AI build their project.

This is a useful tool for non-technical users who don't want to deal with the complexities of coding, and it can be helpful for developers who want to speed up the development process by writing prompts rather than code.

In addition to its AI-driven solution, MarsX also offers a number of other features and tools to help users build custom software applications, including support for a variety of programming languages and the ability to deploy applications to the cloud.

No vendor lock

Mars can be run on servers, on local machines, or on closed networks. It is completely open-sourced and can be deployed on Windows, Linux, or any other server technology.

Own IDE (made on itself)

The Mars Code interface allows users to enter a full-scale coding IDE to create something completely custom.

Opensource

Mars engine is free and open-sourced on GitHub, it runs under https://www.apache.org/licenses/LICENSE-2.0.

4. Mutable

Text generation and soon… test generation. Yeah, it’s possible in Mutable.

Mutable is another platform making it easier for users to build and deploy custom machine-learning models without much expertise.

With its user-friendly interface and visual drag-and-drop interface, users can build custom models using pre-built components in a fraction of the time.

In addition to building models, Mutable also offers tools and features to help users deploy their models to the cloud, making it easier for users to put their models into production.

Whether you are a machine-learning beginner or an experienced data scientist, Mutable is a powerful and adaptive platform that can help you build and deploy custom machine-learning models.

5. Stenography

And what about documentation? Doesn’t everybody love it?

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Stenography.dev is a one-of-a-kind tool that allows users to create interactive documentation for their software projects.

Users can create a documents that include text, code blocks, and interactive elements such as code editors, input fields, and buttons.

One of the standout features of Stenography.dev is its ability to automatically update documentation as code changes. This ensures that the documentation always reflects the current state of the project, making it easier for users to understand how the project works and how to use it.

Stenography.dev is especially useful for developers working on open-source projects, as it allows them to create and share comprehensive documentation that is easy to follow and understand.

It is also a valuable tool for developers working on internal projects, as it helps them create clear and concise documentation that is easy to maintain and update as the project evolves.

6. Ghostwriter

Ghostwriter is a collaboration tool developed by Replit that allows developers to work together on code in real time. It is designed to make it easy for developers to collaborate on projects, regardless of their location or device.

It’s your new programmer buddy.

Save time and get unstuck. Tell Ghostwriter what you’re thinking and it will generate and transform code to help you get there.

With its real-time collaboration capabilities, developers can edit the same codebase simultaneously, saving time and increasing efficiency.

Write test cases with ease

Complete Code's suggestions help you write code faster.

Create a new Express server

Generate Code makes boilerplate and repetitive code a thing of the past.

Refactor a React component

Transform Code helps you write code that adheres to modern web standards and patterns.

Ghostwriter also offers additional features such as real-time chat and the ability to see other users' cursor positions and highlighted code blocks, making it easier for developers to collaborate effectively.

Whether you are part of a team in the same office or working remotely, Ghostwriter is a powerful tool that can help you get your projects done more efficiently.

7. Copilot

There’s no need to introduce GitHub Co-Pilot.

A unique tool that allows developers to collaborate on code in real time, no matter where they are located. Trained on billions of lines of code, this tool turns natural language prompts into coding suggestions across dozens of languages.

Focus on solving bigger problems

Users can save time on boilerplate and repetitive code patterns and focus on building great software. Simply write a comment describing the desired logic and GitHub Copilot will suggest code to implement the solution.

Get AI-based suggestions

GitHub Copilot shares recommendations based on the project's context and style conventions. Quickly cycle through lines of code, complete function suggestions, and decide which to accept, reject, or edit.

Keep flying with your favorite editor

GitHub Copilot integrates directly into editors including Neovim, JetBrains IDEs, Visual Studio, and Visual Studio Code—and is fast enough to use as you type.

With its real-time collaboration capabilities, developers can work on the same codebase simultaneously, saving time and increasing efficiency.

Conclusion

Ready to say goodbye to tedious coding and hello to AI-powered coding tools? These bad boys are changing the game, making it easier than ever for developers to write code using natural language and chat-based interfaces.

No more struggling – now you can just chat with your code! And with the ability to update documentation automatically, you'll never have to worry about outdated docs again.

So grab an AI and start revolutionizing your coding process!

We are on a mission to learn more about exciting projects combining the latest technology with AI. We've compiled a list of all the most innovative projects in one place so you don't have to.

Visit article to see them all!

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