Top 9 Leading AI Coding Bots That You Need to Try in 2023
Coding has always been a tricky job, even for people who possess the talent and skills for it. In the past, coders had to test every line of code to ensure the finished product was flawless. However, it costs a lot of time and resources.
Thanks to modern tech, it is not the case anymore. Tools like the AI coding bots have made the lives of software developers easier. Moreover, they have brought a positive boost to the overall productivity of code utilization.
Read this article to learn which tool is the best for you and what utilities it has to offer!
Part 1: What Is an AI Coding Bot?
An AI coding bot, also known as an AI code assistant, is a specially designed software tool that utilizes artificial intelligence for helping developers in code writing in a faster and more accurate manner. An AI coding bot helps in writing codes by either code generation based on prompts or code suggestion through auto-completion as a developer writes their code in real time.
Natural Language Processing (NLP)
NLP or Natural Language Processing is an AI coding bot’s ability to understand spoken words and text, in much the same way as human beings. In simpler words, this technology lets chatbots interact like humans.
Code generation and Optimization
The natural language AI models of AI coding bots are primed on a large amount of natural language data and source code. It makes it possible for them to generate codes whenever they come across a language prompt. Additionally, AI coding bots are also equipped with AI technologies such as advanced analytics and machine learning, allowing for automated problem solving in IT operations and enhancement of network design.
Integration with Development Tools (IDEs)
Another key feature of AI coding bots is their ability to integrate with other development tools, such as analytics and CRM tools.
Part 2: Is It Possible to Code with AI Tools?
A very common query is: is it really possible to code with AI tools? The simplest answer is, absolutely. It might have been difficult to imagine in the past that a task as complex as coding could be performed by a bot but it has happened. It is not only possible to code with AI tools but it can also bring significant improvement in code developers’ accuracy and productivity. AI coding tools write codes using AI.
These programs can not only translate from one programming language to another but can also develop their own programs. Other tasks that they can perform include auto-generation of documents and searching for code snippets quicker. In some situations, these AI coding bots may even outperform human code developers.
However, there could be some issues with these code generators at times. This means that these AI coding tools cannot be used in their entirety but play their part as a support for the developers in becoming more efficient and productive.
Part 3: Top 9 Best Coding AI Bots in 2023
Here is our list of 9 best AI coding bots that anchorage coding for developers.
1Cody AI
Looking for precise and quick coding? Cody AI is the answer for you. This handy tool will answer all your programming queries along with providing useful code suggestions.
In order to begin working with Cody, you only need to install its extension on your preferred IDE, for instance, PyCharm or Visual Studio Code and you will be good to go.
Source: meetcody.ai
Key features:
- Simplifies the coding process by creating codes from plain prompts.
- Provides straightforward responses to your coding queries.
- Provides code-suggestions as you type, making the entire process efficient and error-free.
Pricing: Offers three types of plans including basic ($29/mo), premium ($99/mo) and advanced ($249/mo).
2OpenAI Codex
An AI model developed by OpenAI, Codex responds by generating code after reviewing natural language. A descendant of GPT-3, this model has been fine-tuned to a level where it can be utilized conveniently in programming applications.
Source: openai.com
Key features:
- Meant to speed up the programming process.
- Excels at mapping of simple problems to the existing code.
- The best possible way of writing code without actually writing much of it.
Pricing: Begin experimenting in Codex with $5 of free credit (can be used for up to 3 months) and then pay for only the resources that you use (available at different prices).
3ChatGPT
Also developed by OpenAI, ChatGPT is an AI chatbot which was launched in November 2022. It has quickly become the fastest-expanding consumer software, gaining more than a 100 million users. And not only does ChatGPT code, but it can also help you understand how code works and help with issues in your code.
Source: openai.com
Key features:
- Writing and debugging of computer programs.
- Recommends better performance-enhancing coding techniques.
- Brings improvements in old programs and existing codes, thereby enhancing their efficiency and readability.
Pricing: You can have free tier access to GPT-3.5. Access to GPT-4 and some newer features is available to paid subscribers. Prices vary according to multiple models and their capabilities.
4Tabnine
Tabnine is the best AI-driven coding bot which supports developers in writing codes effectively and quickly. It is compatible with various programming languages such as Java, Python, PHP and many others.
Source: tabnine.com
Key features:
- Smart code completion derived from an enormous open-source code dataset.
- Code linting for identification of potential errors and their fixture.
- Code refactoring for enhancing efficiency, readability and maintainability.
- Automatic code-generation for documentation leading to better understanding.
Pricing: Free plan is available with paid subscriptions starting from $15/mo.
5GitHub Copilot
GitHub Copilot is clearly one of the best coding assistants available on the market. It is for developers who wish to craft codes that are high-quality, in less time. With the ability of suggesting entire code lines, writing comments, function completion and assistance in spotting potential security threats, this is the go-to coding assistant of successful developers.
Source: github.com
Key features:
- Works well with several IDEs.
- Offers extensions for Neovim, JetBrains and Visual Studio.
- Offers entire functions or code suggestions while you write codes.
- Conveniently cycles through several auto-complete suggestions.
- Helps identify and fix errors in codes.
- Spots possible security vulnerabilities.
Pricing: Individual developers can avail free plans while paid plans begin from only $4/mo.
6AskCodi
AskCodi was developed to make coding easier for the developers so that they have to spend less time developing it and more time on its execution.
Codi provides an interactive platform known as ‘Workbook’ where developers can generate, explain and document their codes. They can even run tests on their codes through Codi and ensure that their codes are error free.
Source: askcodi.com
Key features:
- Understands 50+ popular programming languages and frameworks such as WordPress, Typescript, SWIFT, Rust, JavaScript and many others.
- Available as an extension for different IDEs.
- Separates different codes as distinct projects, making it easier to work on different codes simultaneously.
Pricing: Its forever free version has the options for Codi chat, workbook, 50 credits/month with extensions access. Paid subscription is $9.99/mo. and allows 500 credits per month.
7Mutable AI
With several prominent investors and customers on its list (Samsung Next, Princeton University, Volvo, CMU and others) Mutable AI creates high quality codes efficiently and effortlessly.
Its mission is to multiply the satisfaction and productivity of the software developers. Developers who have used Mutable, swear by its smartness due to its ability of code auto-prediction.
Source: mutable.ai
Key features:
- Its specialized neural networks allow for code auto-completion, minimizing code development time.
- Provides options such as refactoring, documentation and type addition to the codes.
- Provide prompts to the AI directly for code modification.
Pricing: An individual plan is available to get you started, other plans begin from $10/month.
8CodiumAI
CodiumAI is specifically designed for developers who wish to save time in meaningful test generation. This AI coding tool will suggest tests inside your IDE, making coding smarter and more valuable. Its TestGPT will analyze, docstring and comment on your code to ensure your code comes out error-free.
Source: codeium.com
Key features:
- Provides full visibility to the activity of your code and the changes coming in.
- Use time wisely by spending less of it on writing test cases and more time on feature development.
- Run meaningful tests to check your code’s functionality.
Pricing: For individual developers, CodiumAI is free.
9Kite AI
Kite AI is another AI powered coding bot capable of automating programming’s repetitive parts. It comes with support for 16 IDEs and 13 languages.
It boasts of increasing developers’ productivity by saving them a large amount of time. Also, it is fast and does not exhaust the IDE. The best thing about Kite is its user-friendly interface, making it super convenient to use.
Source: kite.com
Key features:
- Provides an autocomplete plugin for your preferred IDE with a desktop app that makes it easy to search for Python docs.
- Provides the best quality code completion suggestions based on its deep learning model.
- Has a great integration feature, letting it seamlessly integrate with database servers.
Pricing: A free plan is available which allows JavaScript and Python completions. Paid version begins from $200/year with unlimited features.
Part 4: Advantages and Limitations of AI Coding Bots
AI code is code written by artificial intelligence (AI). It can help to write programs or even translate from one programming language to another. However, there are problems with code generators, too. Let's begin with the advantages and limitations of AI coding bots.
Advantages
AI coding bots increase the efficiency of software developers by locating and fixing bugs, and improving general code reliability and quality. Moreover, with the code suggestion option available in nearly all the AI coding bots, developers can now save time in the actual writing of codes and spend more time on their execution. The bots’ constant feedback on your code refines the entire coding style.
AI coding bots are designed with in-built machine learning algorithms which are specialized in error detection that you as a developer might have missed. For instance, an AI coding bot will spot missing values, formatting and typo errors in your code. This means that your valuable time is saved, which would otherwise have been used in combing your entire data for mistakes.
Some of the top AI coding bots are capable of assisting developers in writing codes faster than ever before, in a more efficient manner. Most of these can be used for several programming languages, making it even more convenient to write codes.
Disadvantages
While AI coding bots are full of advantages, there are always certain limitations attached to their usage:
AI Coding Bots can simulate human language and write code, hence metamorphosing the realm of application development. This does not mean that they cannot make errors. This is why experts believe that AI coding bots will always act as a support for the developers, instead of being their replacement.
However, experts agree that there are ethical risks involved where the coding bots are simulating human language. The greatest ethical issue here is that of transparency, where the users must remember that they are interacting with a bot, and not a human being.
Part 5: What Is the Difference between AI Coding Bot and AI Code Assistant?
An AI coding bot has a limited capacity and is only available to users of select platforms. For example, the Google Studio Bot will only help Android developers.
On the other hand, AI coding assistants are much more interactive. They leverage AI and assist developers in writing their codes with increased precision, efficiency, and speed. Moreover, it generates codes by using prompts and provides interesting suggestions for auto-code completion in real-time while you are coding. For instance, Amazon’s CodeWhisperer and GitHub Copilot are both AI coding assistants that are very interactive.
Part 6: What Is the Future of AI Coding Bots?
AI coding bots are expected to revolutionize everything by creating more programming techniques and languages for programmers. With their advanced support, the future seems promising as some of them being delivered on time can provide writing assistance, bug fixing and code optimization, ensuring that projects are delivered timely.
They may be automating many of programmers’ responsibilities, but it will also create many new opportunities for them. These programmers will be able to learn new AI-developed programming languages quicker, bringing their careers to the next level. These open AI coding assistants will thereby be able to oversee and manage AI systems that are used in software development.
Part 7: The Powerful AI Chatbot: ChatInsght
ChatInsight.AI chatbot is an advanced AI chatbot designed to revolutionize the way we interact with digital interfaces. Built on cutting-edge technology, ChatInsight offers an intuitive, human-like conversation experience, capable of understanding and processing natural language with exceptional accuracy. It's not just a chatbot; it's a virtual companion that can assist with a wide range of tasks, from answering complex queries to providing insights based on data analysis. With its continuous learning capability, ChatInsight evolves with every interaction, becoming more personalized and efficient. Whether for customer service, personal assistance, or data-driven decision-making, ChatInsight stands out as a sophisticated AI solution tailored to meet the demands of a rapidly advancing digital world.
Wrapping up
The possibilities that AI coding bots can achieve are endless. The top 9 AI coding bots mentioned in our list are all helping developers in increasing their performance, simultaneously reducing the time consumed in code writing.
Frequently Asked Questions about AI Coding Bot
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