8 Best AI Coding Tools You Should Use Right Now

Generative AI has opened the floodgates to so many new innovations andAI tools. FromAI image generationto AI coding assistants, there is so much to unpack, and we are still learning about new applications day after day. In this article, we’re going to 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

If you are a developer and looking for the best AI coding tool, I highly recommend GitHub Copilot X. It’s an AI assistant that can help you withcode completion, code explanation, debugging, and more. GitHub Copilot X is powered by theGPT-4 model, which is arguably one of the best general-purpose AI models out there. It’s even better than the purpose-built OpenAI Codex model, a descendant of the GPT-3 series.

Coming to features, GitHub Copilot X is intended to be your helpful AI pair rather than your replacement. It can integrate with every part of your workflow, offer contextual suggestions,fix a piece of code, translate code, write unit tests, and much more. You don’t even need to read the whole documentation. Copilot X can give personalized answers to your queries from the documentation.

It also keeps track of your pull requests and suggests descriptions around code changes to generate a comprehensive update of all the code merges. You can use Copilot X in your favorite Terminal orIDEs like VS Code, Visual Studio, JetBrains, Neovim, and more. Moreover, Copilot X supports several programming languages, including C, C++, C#, Go, Java, JavaScript, PHP, Python, Ruby, Scala, TypeScript, and more.

To quote some figures from Microsoft’s in-houseresearch, Copilot X helped 74% of the developers focus more on satisfying work and88% of developers felt more productive. In addition, for repetitive coding tasks, 96% of users were able to achieve them much faster with the help of Copilot X.

In summation, GitHub Copilot X can be your best AI coding assistant to tackle coding challenges. That said, keep in mind that Copilot X isnot available to everyonecurrently. Individual users or businesses who already have GitHub Copilot can join the waitlist for Copilot X. Future pricing has not been decided yet, but Copilot costs $10 per month.

Check outGitHub Copilot X

2. CodeGPT

If you use VS Code extensively for programming, then you can take a look atCodeGPT. It’s athird-party extensiondeveloped by Daniel San for VS Code. You can add your own API key to access ChatGPT models, including GPT-4 in CodeGPT, and start using the extension in your codebase. I have personally used the extension, and it’s one of the best AI coding tools for developers.

You can ask CodeGPT any coding-related questions and it will answer your queries right away. In addition, you cangenerate code, select a code snippet and ask CodeGPT to explain the function, find problems and solutions, refactor the code, document it, and much more. You can also write unit tests for various functions.

It supports 16 programming languages and other than OpenAI’s ChatGPT models, you can also add API keys from other AI services such asCohere, Anthropic, AI21 Labs, HuggingFace, etc. If you have not got access to Copilot X, you should very well check out CodeGPT.

Check outCodeGPT

3. Codey and Studio Bot by Google

In case you are unaware, Google has alsoenteredthe AI coding assistant fray with Codey and Studio Bot. You can use Codey, a coding AI assistant on Google Colab. It’s similar to GitHub Copilot X and offers in-line code suggestions, code generation, autocomplete, debugging, and much more. That said, the feature is not live for everyone yet and only users in the US can get the first access.

Codey is built onGoogle’s PaLM 2 modeland supports only Python as of now. You can open Google Colab, launch a notebook, andcheck if a “Generate” buttonappearson top. The best part is that it’s free to use, however, paid Colab users will be first in line to get access.

Moving to Studio Bot, Google announced a similar AI companion for Android developers. You canuse Studio Bot in Android Studiofor developing Android apps. Again, the feature is rolled out to US developers first and other countries will get it gradually. Google says the technology is experimental, and it will slowly add new capabilities to the Bot. As for now, you can ask it to generate code, create test cases and update APIs for better compliance.

Check outCodey on Google ColabCheck outStudio Bot for Android Studio

4. Replit Ghostwriter

Replit has also announced its AI coding tool named Ghostwriter. It’s backed by their in-house large language model, which is trained on publicly available code and further tuned by Replit. Itsupports code completion, code generation, transformation, enhancement, explanation, chat, debugging, and more. According to Replit, it factors in the context of your project and gives a relevant response. It can also automatically detect issues in your code and suggest a fix.

The best part is that Replit supports agrowing list of 16 programming languages, including Bash, C, C#, C++, CSS, Go, JavaScript, Java, PHP, Perl, Python, Ruby, and more. You can dive into an unfamiliar codebase and get started with different frameworks, APIs, and languages using this tool.

Having said that, Replit Ghostwriter is not free to access. You need to subscribe to the Pro plan, whichcosts $20 per month.In addition to AI coding assistance, you will also get a fast workspace, high resource limits, unlimited private Repls, SSH, and more. To sum up, Replit Ghostwriter is a great way to get started with programming with the help of AI. The ability to run your code in an online IDE simultaneously is an added benefit.

Check outReplit Ghostwriter

5. Amazon CodeWhisperer

In the AI race, Amazon is not far behind and bringing powerful large language models for specific use cases. Amazon CodeWhisperer is a coding-specific LLM that can help you with programming in multiple languages. According to Amazon, CodeWhisperer has beentrained on billions of lines of code, and it can generate in-line code similar to Copilot X. You can simply write a comment, and it can generate complete functions based on your existing code.

It also has the ability to identify code that resembles open-source training code, allowing you to further tag the code and attribute it with a license. CodeWhisperer comes with built-in code security as well. It can scan and analyze your code tofind vulnerabilitiesand loopholes so you can fix them immediately.

The best part is that Amazon CodeWhisperer can be used in many IDEs includingVS Code, IntelliJ IDEA, PyCharm, etc., and supports multiple languages like Python, Java, Javascript, Typescript, C#, and more. Finally, you can use it for free with unlimited code suggestions. That’s pretty awesome, right? So go ahead and check out Amazon CodeWhisperer for the best AI coding assistance.

Check outAmazon CodeWhisperer

6. GPT Engineer

GPT Engineer is a new open-source project that has quickly gained popularity among developers and is one of the best AI coding tools in 2024. It hasreceived 11K starson GitHub in a few days and continues to receive more features and updates from various contributors. GPT Engineer is anAI Agent similar toAuto-GPT, but it’s meant specifically for building the entire codebase for your project.

You need to tell the agentwhat you want to build. Then GPT Engineer asks you several questions for clarification and then it starts building it. Unlike Auto-GPT, GPT Engineer has a high success rate and developers have been able to build a full codebase using this project. It goes without saying that you need an OpenAI API, preferably a GPT-4 API. So if you are a coder, go ahead and test out GPT Engineer and check if it works for you.

Check outGPT Engineer

7. ChatGPT 4

While ChatGPT is a general-purpose AI chatbot, it’s vastly powerful at coding as well. After all, the OpenAIGPT-4 modelpowers most of the AI coding assistants in the market, including Copilot X and CodeGPT listed above. If youhave subscribed to ChatGPT Plus($20 per month), you can access the GPT-4 model anduse ChatGPT to write code. I suggest using the GPT-4 model for programming because it’s accurate and usually responds with an error-free code.

In the HumanEval Python coding tasks, GPT-4scored 67% with zero-shotprompting. That’s the highest an LLM has performed on the HumanEval benchmark. If you use someexpert-level prompts on ChatGPT, you are likely to get even better answers. I personally use ChatGPT for coding-related questions, and it does a fantastic job of explaining, generating, and fixing the code.

So if you are a developer or a beginner in programming and looking for the best AI coding tool, I would strongly suggest using ChatGPT 4 for all your coding questions.

Check outChatGPT 4

8. Google Bard

Google Bard is again a general-purposeAI chatbot, but it’s pretty good at coding, and withnewer updates, it has gotten really better at programming. Google has builtGoogle Bardon the PaLM 2 model, which is capable in different various programming languages. It also supports more than20 programming languages, including C, C++, Python, C#, Javascript, and more.

You can also use Google Bard to translate code from one language to another. And with a new technique calledImplicit Code Execution, Bard is able torun the code in the backgroundto accurately show output. According to Google, the new technique improved Bard’s accuracy by 30% in computation-based prompts. Moreover, you can export the code directly in Google Colab and test the output. To sum up, Google Bard can prove to be one of the best coding AI tools, and you should definitely use it to your advantage.

Check outGoogle Bard

Arjun Sha

Passionate about Windows, ChromeOS, Android, security and privacy issues. Have a penchant to solve everyday computing problems.

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