Top 10 Best AI Tools for Coding in 2024

Best AI Tools for Coding in 2024

Artificial Intelligence (AI) is radically changing the software development landscape as we move through an unprecedented period of technical advancement. In addition to changing the way we solve problems, this revolutionary wave is also raising the productivity and inventiveness of developers everywhere.

Numerous cutting-edge AI technologies, intended to improve developer capabilities, expedite the development process, and usher in a new era of invention, are at the center of this revolution. The goal of this blog post is to highlight the top 10 futuristic AI tools for developers and provide advice on how to incorporate them into your development process to improve output quality and speed up development.

We hope that you will make use of these new emerging AI technologies to increase productivity and facilitate a more smooth software development workflow.

What Coding Tools for AI Are?

Put simply, these are software programs that leverage AI to help engineers write clear, effective code far more quickly.

Top Developer-Friendly AI Tools

The best AI tools for developers to accelerate their workflows are listed below.

1. Pieces for Developers

One of the greatest pieces for Developers for software development is Pieces, which enables developers to save, enrich, search, reference, and reuse their code snippets in a more structured and productivity-focused manner, hence increasing their efficiency and teamwork. Additionally, the centralized AI copilot in the Pieces desktop application and plugins for the browser, IDE, and collaborative tools learn from your activities throughout the toolchain and offer tailored support.
You have the option to select between Local Large Language Models (LLLMs) like Llama 2 or Mistral AI, or cloud-based LLMs like Gemini or GPT-4 when using on-device AI to power the copilot.

Pieces Copilot provides customized suggestions and context-generated code based on your saved materials and interactions throughout your whole workflow with Retrieval Augmented Generation (RAG).

The copilot also offers multi-modal functionality. The copilot can be instructed to extract on-device AI code using small language models that are already installed on the device by providing it with a screenshot of your code as context. One of the only fully free AI tools for web development and other technical jobs is Pieces, which makes it stand out even more.

Whether you’re browsing the desktop app or actively working, Pieces’ AI-powered search makes it easier and faster for you to locate your coding resources. Because Pieces uses an offline-first design for its AI features and necessary plugins, the security of your data is also ensured.

Costing

Free for every user.

2. Tabnine

With the use of artificial intelligence, Tabnine is a code completion tool that can identify the best lines of code to complete given the context of the developer’s writing. Additionally, this AI tool for developers helps them write cleaner code much more quickly and effectively.

Tabnine’s machine-learning algorithm uses a combination of user-contributed proprietary code and open-source data as training data, which enables it to produce more varied and precise predictions. It can also offer code completion for more than 25 different programming languages. Check out our comparison of ChatGPT, Tabnine, and GitHub Copilot, or learn how to use Tabnine and Pieces together.

Costing

Individuals can use the free plan. Team subscription plans start at $15 per month.

3. Otter.ai

With the help of Otter.ai, developers may effectively record their meetings and make sure they don’t overlook any important information. In a meeting, Otter.ai can recognize speakers and assign their words to them.

Developers may look for terms and phrases with Otter.ai’s search engine. Furthermore, developers can easily collaborate with others by sharing their transcripts with team members.

Costing

In addition to other plans with different features, it offers a free plan. When invoiced annually, the Pro plan costs $10 per user/month.

4. OpenAI Codex

OpenAI created Codex, an AI tool for writing and deciphering codes. It can also convert spoken language into written language. It is a descendant of GPT-3, and billions of lines of code from publicly accessible GitHub projects, along with natural language, make up its training set. It acts as a bridge between code and natural language.

Although it can generate output in more than a dozen languages, including Javascript, Go, Pearl, and PHP, OpenAI Codex excels most in Python. Furthermore, because of its 14 KB memory size, OpenAI Codex can process more contextual information than the GPT-3 while completing any work.

Because Codex is good at comprehending natural language inquiries, developers may easily describe the code they need in plain English. Its capacity to generate code in many programming languages makes it one of the greatest AI tools for developers, benefiting a wide range of developers.

Costing

Free

5. Amazon CodeWhisperer

One of the greatest AI tools for developers using the command line and integrated development environment (IDE) is Amazon CodeWispherer. Using your current code and comments as a starting point, Amazon CodeWhisperer creates code in the IDE in real-time.

It also has the special ability to check your code for vulnerabilities, which guarantees a more secure code output. It examines your code to uncover hidden security flaws and uses generative AI to make recommendations for fixing them.

You can choose from up to 15 programming languages and your preferred IDE with CodeWhisperer, including the well-known VS Code and IntelliJ IDEA.

Costing

Free for single people. Teams can start using the premium plan for $19 a month.

6. GitHub Copilot

One of the most popular AI tools for developers is GitHub Copilot. Over 20,000 businesses and over a million developers have reportedly embraced and enabled GitHub’s copilot. Like Tabnine, this application mainly assists developers with code auto-completion within the IDE.

Numerous IDEs are compatible with GitHub Copilot, such as JetBrains, Neovim, and VS Code. It has also aided in boosting developer productivity and quickening the tempo of software development. Find out more about the top alternatives to GitHub Copilot, both free and premium.

Costing

For individuals, the starting monthly price is $10. For enterprises, Copilot costs $19 a month. Businesses pay $39 a month for it.

7. Figstack

One of the greatest AI tools for web development is Figstack, which lets you write and read code in a variety of languages. Its ability to explain code to you in your language is exceptional. Moreover, Figstack can assist with code translation across various programming languages. For instance, Figstack is the tool of choice for converting a Python code sample to JavaScript.

Furthermore, Figstack aids in optimizing your code’s temporal complexity. It accomplishes this by calculating your code’s efficiency in Big O notation and offering recommendations for improvements.

You can ensure that your functions are always readable by creating extensive docstrings with the aid of Figstack’s Docstring Writer.

Costing

For individuals, the starting monthly price is $10.

8. Replit Ghostwriter

Using cloud resources, developers can prototype with Replit, an online integrated development environment. Included with it is an AI assistant named “Replit Ghostwriter” which can complete, edit, and explain code in real time.

Replit AI supports 16 languages, but it functions best with code written in Python and JavaScript. Bash, R, Ruby, Rust, C, C#, C++, CSS, Go, Java, JavaScript, HTML, PHP, Perl, Python, and SQL are among the currently listed languages.

Costing

There is a free plan available. The monthly cost of the Hacker plan is $7; the yearly cost is $74. The pro plan costs $20 a month, or $220 if paid annually.

9. Snyk

A cloud-based code analysis tool called Snyk assists developers in identifying security flaws and problems with open-source license compliance in their code. Synk, one of the best AI tools for developers, analyzes code using both static and dynamic analysis and machine learning.

Synk integrates security into your current tools so that security risks can be identified and addressed directly from your IDEs, pipelines, and container registries.

Costing

Free for individual developers. Each contributing developer pays $57 per month under the team plan; yearly billing is $52 per month. The business strategy is a unique quote.

10. Sourcery

Another choice in AI technologies for developer productivity is sorcery. It provides AI code-generating tools with the primary goal of helping programmers produce more organized and effective code. It detects mistakes instantly. Duplicate code can also be removed, which helps to focus and streamline your project.

You can specify guidelines for handling code fragments using sources. It will make sure to go by those established guidelines, upholding uniformity and excellent standards throughout the project.

Costing

It offers an open-source project-free plan. The monthly cost of the team plan is $30, and the project plan is $10.

In summary

It can be intimidating to navigate the multitude of AI tools available to developers, but with some investigation, technologies capable of completely changing the way we write, communicate and create can be found. The ten greatest AI tools for developers that are featured in this article are the best examples of recent advances in AI technology for software development. Each tool has its advantages and skills.

These tools are the preferred choice for developers who want to stay at the forefront of innovation as we continue to explore the origin and future of copilots and other AI technology. Accepting these AI technologies is about more than just staying up with technology; it’s about expanding the realm of software development possibilities.

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