8 Best AI Coding Tools That Will Boost Your Productivity in 2023

Generative AI has opened the floodgates to new innovations and AI tools. From AI image generation to AI coding assistants, there is so much to unpack, and we are still learning about new applications day after day.

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In this article, we’ll specifically talk about AI coding tools that can help you with software development. You can use the AI coding tools listed below to generate code, fix bugs, explain code snippets, write unit tests, and much more. On that note, let’s go through the list.

1.GitHub Copilot X: The AI Coding Assistant That Will Boost Your Productivity

What is GitHub Copilot X?

GitHub Copilot X is an AI coding assistant that can help you with code completion, code explanation, debugging, and more. It is powered by the GPT-4 model, which is one of the most powerful AI models in the world.

Features of GitHub Copilot X

• Code completion: Copilot X can suggest code completions as you type. This can save you a lot of time and effort, especially when you are working on complex projects.
• Code explanation: Copilot X can explain what your code does. This can be helpful for understanding complex code or for debugging problems.
• Debugging: Copilot X can help you to debug your code. It can suggest fixes for errors and can help you to understand why your code is not working as expected.
• Translation: Copilot X can translate code from one language to another. This can be helpful for working on international projects or for learning new programming languages.
• Writing unit tests: Copilot X can help you to write unit tests for your code. Unit tests are important for ensuring the quality of your code.

Benefits of using GitHub Copilot X

• Increased productivity: Copilot X can help you to be more productive by saving you time and effort.
• Improved code quality: Copilot X can help you to write better code by suggesting fixes for errors and by providing code explanations.
• Reduced frustration: Copilot X can help you to reduce frustration by making it easier to write code and to debug problems.

How to use GitHub Copilot X

GitHub Copilot X is available as a free trial for a limited time. After the trial period, it is available for $10 per month. To use GitHub Copilot X, you will need to:

1. Install the GitHub Copilot extension for your IDE.
2. Sign in to GitHub Copilot with your GitHub account.
3. Start coding!

Conclusion

GitHub Copilot X is a powerful AI coding assistant that can help you to be more productive, write better code, and reduce frustration. If you are a developer, I highly recommend giving it a try.

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2.CodeGPT: The AI Coding Assistant for VS Code

What is CodeGPT?

CodeGPT is a third-party extension for VS Code that uses AI to help developers write code. It is powered by the ChatGPT model, which is a large language model from OpenAI. CodeGPT can be used to generate code, explain code, debug code, and more.

Features of CodeGPT

• Code generation: CodeGPT can generate code from natural language descriptions. This can be helpful for quickly prototyping new features or for generating code that is difficult or time-consuming to write manually.
• Code explanation: CodeGPT can explain what your code does. This can be helpful for understanding complex code or for debugging problems.
• Code debugging: CodeGPT can help you to debug your code. It can suggest fixes for errors and can help you to understand why your code is not working as expected.
• Code documentation: CodeGPT can generate documentation for your code. This can be helpful for making your code more readable and understandable for other developers.

Benefits of using CodeGPT

• Increased productivity: CodeGPT can help you to be more productive by saving you time and effort.
• Improved code quality: CodeGPT can help you to write better code by suggesting fixes for errors and by providing code explanations.
• Reduced frustration: CodeGPT can help you to reduce frustration by making it easier to write code and to debug problems.

How to use CodeGPT

CodeGPT is available for free. To use CodeGPT, you will need to:

1. Install the CodeGPT extension for VS Code.
2. Add your API key to the extension.
3. Start coding!

Conclusion

CodeGPT is a powerful AI coding assistant that can help you to be more productive, write better code, and reduce frustration. If you are a developer, I highly recommend giving it a try.

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3.Google’s AI Coding Assistants: Codey and Studio Bot

Codey

Codey is an AI coding assistant that is available on Google Colab. It is powered by Google’s PaLM 2 model and can help developers with a variety of tasks, including code generation, autocomplete, debugging, and more. Codey is currently only available to US users, but Google plans to make it available to other users in the future.

Studio Bot

Studio Bot is an AI coding assistant that is available in Android Studio. It can help Android developers with a variety of tasks, including code generation, test case creation, and API updating. Studio Bot is currently only available to US developers, but Google plans to make it available to other developers in the future.

Features of Codey and Studio Bot

• Code generation: Codey and Studio Bot can generate code from natural language descriptions. This can be helpful for quickly prototyping new features or for generating code that is difficult or time-consuming to write manually.
• Code autocomplete: Codey and Studio Bot can suggest code completions as you type. This can save you time and effort, especially when you are working on complex projects.
• Code debugging: Codey and Studio Bot can help you to debug your code. It can suggest fixes for errors and can help you to understand why your code is not working as expected.
• Test case creation: Studio Bot can help you to create test cases for your code. This can be helpful for ensuring the quality of your code.
• API updating: Studio Bot can help you to update your APIs for better compliance. This can be helpful for ensuring that your apps are secure and up-to-date.

Benefits of using Codey and Studio Bot

• Increased productivity: Codey and Studio Bot can help you to be more productive by saving you time and effort.
• Improved code quality: Codey and Studio Bot can help you to write better code by suggesting fixes for errors and by providing code explanations.
• Reduced frustration: Codey and Studio Bot can help you to reduce frustration by making it easier to write code and to debug problems.

How to use Codey and Studio Bot

Codey and Studio Bot are both free to use. To use Codey, you will need to open a Google Colab notebook and click on the “Generate” button. To use Studio Bot, you will need to open Android Studio and click on the “Bot” icon.

Conclusion

Codey and Studio Bot are powerful AI coding assistants that can help developers of all levels of experience. If you are looking for a way to improve your productivity, write better code, and reduce frustration, then I highly recommend giving Codey and Studio Bot a try.

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4.Replit Ghostwriter: AI Coding Assistant

Replit has announced its AI coding assistant named Ghostwriter. It is powered by Replit’s in-house large language model, which is trained on publicly available code and further tuned by Replit. Ghostwriter can help developers with a variety of tasks, including code completion, code generation, transformation, enhancement, explanation, chat, debugging, and more.

Features of Replit Ghostwriter

• Code completion: Ghostwriter can suggest code completions as you type. This can save you time and effort, especially when you are working on complex projects.
• Code generation: Ghostwriter can generate code from natural language descriptions. This can be helpful for quickly prototyping new features or for generating code that is difficult or time-consuming to write manually.
• Code transformation: Ghostwriter can transform existing code into new code. This can be helpful for refactoring code or for making changes to code that is difficult or time-consuming to modify manually.
• Code enhancement: Ghostwriter can enhance existing code with new features or functionality. This can be helpful for improving the performance or security of code or for adding new features to code.
• Code explanation: Ghostwriter can explain what your code does. This can be helpful for understanding complex code or for debugging problems.
• Chat: Ghostwriter can chat with you and answer your questions about coding. This can be helpful for getting help with coding problems or for learning new coding concepts.
• Debugging: Ghostwriter can help you to debug your code. It can suggest fixes for errors and can help you to understand why your code is not working as expected.

Benefits of using Replit Ghostwriter

• Increased productivity: Replit Ghostwriter can help you to be more productive by saving you time and effort.
• Improved code quality: Replit Ghostwriter can help you to write better code by suggesting fixes for errors and by providing code explanations.
• Reduced frustration: Replit Ghostwriter can help you to reduce frustration by making it easier to write code and to debug problems.

How to use Replit Ghostwriter

Replit Ghostwriter is available as part of the Replit Pro plan. To use Replit Ghostwriter, you will need to:

1. Sign up for a Replit Pro account.
2. Open a Replit workspace.
3. Click on the “Ghostwriter” icon.

Conclusion

Replit Ghostwriter is a powerful AI coding assistant that can help developers of all levels of experience. If you are looking for a way to improve your productivity, write better code, and reduce frustration, then I highly recommend giving Replit Ghostwriter a try.

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5.Amazon CodeWhisperer: AI Coding Assistant

Amazon CodeWhisperer is a coding-specific AI coding assistant that can help you with programming in multiple languages. It is powered by Amazon’s own large language model, which is trained on billions of lines of code. CodeWhisperer can help you with a variety of tasks, including code generation, code completion, code debugging, and more.

Features of Amazon CodeWhisperer

• Code generation: CodeWhisperer can generate code from natural language descriptions. This can be helpful for quickly prototyping new features or for generating code that is difficult or time-consuming to write manually.
• Code completion: CodeWhisperer can suggest code completions as you type. This can save you time and effort, especially when you are working on complex projects.
• Code debugging: CodeWhisperer can help you to debug your code. It can suggest fixes for errors and can help you to understand why your code is not working as expected.
• Security scanning: CodeWhisperer can scan your code for security vulnerabilities. This can help you to identify and fix potential security problems in your code.
• Free to use: CodeWhisperer is free to use with unlimited code suggestions.

Benefits of using Amazon CodeWhisperer

• Increased productivity: CodeWhisperer can help you to be more productive by saving you time and effort.
• Improved code quality: CodeWhisperer can help you to write better code by suggesting fixes for errors and by providing code explanations.
• Reduced frustration: CodeWhisperer can help you to reduce frustration by making it easier to write code and to debug problems.

How to use Amazon CodeWhisperer

CodeWhisperer is available as a free extension for Visual Studio Code, IntelliJ IDEA, and PyCharm. To use CodeWhisperer, you will need to:

1. Install the CodeWhisperer extension for your IDE.
2. Sign in to CodeWhisperer with your Amazon account.
3. Start coding!

Conclusion

Amazon CodeWhisperer is a powerful AI coding assistant that can help developers of all levels of experience. It is free to use and supports multiple languages. If you are looking for a way to improve your productivity, write better code, and reduce frustration, then I highly recommend giving CodeWhisperer a try.

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6.GPT Engineer: AI Coding Assistant

GPT Engineer is an open-source AI coding assistant that can help developers build entire codebases for their projects. It is powered by OpenAI’s GPT-4 language model and can generate code from natural language descriptions. GPT Engineer is still under development, but it has already been used to build a variety of projects, including web applications, mobile apps, and games.

Features of GPT Engineer

• Code generation: GPT Engineer can generate code from natural language descriptions. This can be helpful for quickly prototyping new features or for generating code that is difficult or time-consuming to write manually.
• Code completion: GPT Engineer can suggest code completions as you type. This can save you time and effort, especially when you are working on complex projects.
• Code debugging: GPT Engineer can help you to debug your code. It can suggest fixes for errors and can help you to understand why your code is not working as expected.
• Code documentation: GPT Engineer can generate documentation for your code. This can be helpful for making your code more readable and understandable for other developers.
• Free to use: GPT Engineer is free to use.

Benefits of using GPT Engineer

• Increased productivity: GPT Engineer can help you to be more productive by saving you time and effort.
• Improved code quality: GPT Engineer can help you to write better code by suggesting fixes for errors and by providing code explanations.
• Reduced frustration: GPT Engineer can help you to reduce frustration by making it easier to write code and to debug problems.

How to use GPT Engineer

GPT Engineer is available as a free open-source project on GitHub. To use GPT Engineer, you will need to:

1. Install the GPT Engineer library.
2. Create a new project.
3. Instruct GPT Engineer what you want to build.
4. GPT Engineer will ask you several questions for clarification.
5. GPT Engineer will start building your codebase.

Conclusion

GPT Engineer is a powerful AI coding assistant that can help developers of all levels of experience. It is free to use and supports multiple languages. If you are looking for a way to improve your productivity, write better code, and reduce frustration, then I highly recommend giving GPT Engineer a try.

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7.ChatGPT 4: The AI Coding Assistant for Everyone

ChatGPT 4 is a powerful AI coding assistant that can help developers of all levels of experience. It is powered by OpenAI’s GPT-4 language model and can generate code from natural language descriptions, explain code, debug code, and more.

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Features of ChatGPT 4

• Code generation: ChatGPT 4 can generate code from natural language descriptions. This can be helpful for quickly prototyping new features or for generating code that is difficult or time-consuming to write manually.
• Code explanation: ChatGPT 4 can explain code. This can be helpful for understanding complex code or for debugging problems.
• Code debugging: ChatGPT 4 can help you to debug your code. It can suggest fixes for errors and can help you to understand why your code is not working as expected.
• Expert-level prompts: ChatGPT 4 can be used with expert-level prompts to get even better answers. This can be helpful for developers who are looking for more detailed or specific information.
• Available for free: ChatGPT 4 is available for free with limited features. A paid subscription is required for access to all features.

Benefits of using ChatGPT 4

• Increased productivity: ChatGPT 4 can help you to be more productive by saving you time and effort.
• Improved code quality: ChatGPT 4 can help you to write better code by suggesting fixes for errors and by providing code explanations.
• Reduced frustration: ChatGPT 4 can help you to reduce frustration by making it easier to write code and to debug problems.

How to use ChatGPT 4

ChatGPT 4 is available as a free web app and as a paid subscription for VS Code. To use ChatGPT 4, you will need to:

1. Go to the ChatGPT 4 website or install the VS Code extension.
2. Sign in with your account.
3. Start coding!

Conclusion

ChatGPT 4 is a powerful AI coding assistant that can help developers of all levels of experience. It is free to use with limited features, and a paid subscription is required for access to all features. If you are looking for a way to improve your productivity, write better code, and reduce frustration, then I highly recommend giving ChatGPT 4 a try.

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8.Google Bard: The AI Coding Assistant from Google

Google Bard is a powerful AI coding assistant that can help developers of all levels of experience. It is powered by Google’s PaLM 2 language model and can generate code from natural language descriptions, explain code, debug code, translate code, and more.

Features of Google Bard

• Code generation: Google Bard can generate code from natural language descriptions. This can be helpful for quickly prototyping new features or for generating code that is difficult or time-consuming to write manually.
• Code explanation: Google Bard can explain code. This can be helpful for understanding complex code or for debugging problems.
• Code debugging: Google Bard can help you to debug your code. It can suggest fixes for errors and can help you to understand why your code is not working as expected.
• Code translation: Google Bard can translate code from one language to another. This can be helpful for working on international projects or for learning new programming languages.
• Implicit Code Execution: Google Bard can run the code in the background to accurately show output. This can be helpful for understanding how code works or for testing code before it is deployed.
• Export to Google Colab: Google Bard can export the code directly to Google Colab, where it can be run and tested. This can be helpful for developers who want to use Google’s cloud computing platform.

Benefits of using Google Bard

• Increased productivity: Google Bard can help you to be more productive by saving you time and effort.
• Improved code quality: Google Bard can help you to write better code by suggesting fixes for errors and by providing code explanations.
• Reduced frustration: Google Bard can help you to reduce frustration by making it easier to write code and to debug problems.
• Versatility: Google Bard can be used with a variety of programming languages and can help you with a variety of coding tasks.
• Accuracy: Google Bard is accurate and reliable. It has been shown to be 30% more accurate than other AI coding assistants in computation-based prompts.

How to use Google Bard

Google Bard is available as a free web app. To use Google Bard, you will need to:

1. Go to the Google Bard website.
2. Sign in with your Google account.
3. Start coding!

Conclusion

Google Bard is a powerful AI coding assistant that can help developers of all levels of experience. It is free to use and supports a variety of programming languages. If you are looking for a way to improve your productivity, write better code, and reduce frustration, then I highly recommend giving Google Bard a try.

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FAQs

Q: What are AI coding tools?

AI coding tools are a type of software that uses artificial intelligence to assist developers in writing code. These tools can be used to generate code, debug code, and provide other assistance to developers.

Q: What are the benefits of using AI coding tools?

AI coding tools can offer a number of benefits to developers, including:

• Increased productivity: AI coding tools can help developers save time and effort by automating tasks such as code generation and debugging.
• Improved code quality: AI coding tools can help developers write better code by suggesting fixes for errors and providing code explanations.
• Reduced frustration: AI coding tools can help developers reduce frustration by making it easier to write code and to debug problems.

Q: What are some of the most popular AI coding tools?

Some of the most popular AI coding tools include:

• GitHub Copilot
• Amazon CodeWhisperer
• GPT Engineer
• ChatGPT 4
• Google Bard

Q: How do I choose the right AI coding tool for me?

When choosing an AI coding tool, there are a few factors to consider, such as:

• The programming languages you use
• The features you need
• Your budget

It is also important to try out a few different AI coding tools before making a decision.

Q: What are the limitations of AI coding tools?

AI coding tools are still under development, and they have a number of limitations, such as:

• They can sometimes generate incorrect or incomplete code.
• They may not be able to understand all types of code.
• They can be expensive.

Despite these limitations, AI coding tools offer a number of benefits to developers, and they are likely to become more sophisticated and affordable in the future.

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