10 Best AI Coding Tools To Supercharge Your Workflow

Artificial intelligence (AI) is transforming numerous sectors, helping individuals and businesses save time and effort, cut costs, and produce high-quality applications. AI-powered tools automate tasks and allow individuals to be more productive and creative.

In the software sector, AI coding tools assist programmers at various stages of the development life cycle. These platforms can generate boilerplate code and provide tips and suggestions, allowing developers to quickly establish the groundwork for their applications. AI coding platforms can also perform debugging and unit tests that ensure you deliver functional and reliable products to users.

Join us as we dive into the best AI coding tools that can help enhance your workflow, save you time, and increase overall productivity.

1. GitHub Copilot

GitHub Copilot is an AI coding assistant that supports various programming languages, including C++, TypeScript, Python, JavaScript, and Go. It is trained on large datasets of code and texts in public repositories and other sources, enabling it to generate helpful content. GitHub Copilot can assist in identifying bad coding practices and provide tips for improvement.

Best for: Multi-language developers

‍Features:

• Code generation. GitHub Copilot helps you navigate new programming languages and frameworks by generating code snippets.
• Code completion. It can analyze your code as you write and complete the names of methods, classes, libraries, and variables, facilitating faster software development.
• AI-based suggestions. It generates recommendations depending on the programming language, framework, and plug-ins you use in a project. You can review these suggestions and accept those that make sense.
• Multiple integrations. It supports popular code editors like Visual Studio Code, Neovim, and JetBrains integrated development environment (IDEs).
  

Pricing:

• Free plan available
• Team plan is $4 per user per month
• Enterprise plan is $21 per user per month

2. Tabnine

Tabnine provides code suggestion and completion features, enabling programmers to write high-quality code faster. It’s based on large language models (LLMs) trained on vast amounts of open-source code. Tabnine checks code in real time and can identify mistakes and errors as they arise. As a result, it saves developers time they would otherwise spend editing by ensuring they have error-free code as they write.

Best for: Custom code generation

Features:

• Custom AI models. Tabnine provides AI models you can train further using business data to produce tailored code and suggestions.
• AI code completions. Depending on the prompts you provide, it can generate a full line of code or entire functions.
• IDE integrations. Tabnine supports popular code editors like IntelliJ, Eclipse, PhpStorm, Android Studio, and VS Code.
• Supports many programming languages. With Tabnine, you can generate context-aware code in various languages, including Python, Ruby, Java, and JavaScript.
• Unit test generation. It can perform unit tests on provided code fragments.
• Technical documentation. Tabnine can generate technical content to explain how the program works.

Pricing:

• Pro plan (supports up to 100 users) is free for 90 days, then $12 per user per month
• Enterprise plan is $39 per user per month

3. OpenAI Codex

OpenAI Codex is a general-purpose model that enables users to generate code from natural language prompts. It performs tasks like code review and technical content generation. You can also use OpenAI Codex to add comments to your code, turn existing comments into code, and find useful APIs and libraries. OpenAI Codex mainly specializes in Python but also has limited support for other programming languages like Swift, Perl, and PHP.

Best for: Budget-conscious teams

Features:

• Code refactoring. OpenAI Codex assists in improving the maintainability and readability of code.
• Code linting. It checks your code for common errors and provides tips to help you resolve them.
• Language translation. You can translate code from one programming language to another.
• Informational retrieval. With its understanding of natural language, it can process user queries and generate meaningful responses.
• Fine tuning. It provides AI models you can train using custom data to generate more tailored content. For example, you can train these algorithms to produce code that matches your style.
• Data analysis. OpenAI Codex is compatible with numerous Python statistical libraries, which help with data analysis.

Pricing:

• OpenAI Codex is currently available for free

4. Sourcegraph

Sourcegraph is an AI-powered coding platform that allows you to write, edit, and review code. It features tools like Cody for generating and maintaining code and Code Search for finding any detail in your codebase in a centralized location. Sourcegraph can help you find answers to technical questions and produce context-aware code right in your IDE.

Best for: Large codebase management

Features:

• Vulnerability detection. Sourcegraph features machine learning models trained on large datasets that can identify errors, mistakes, and vulnerabilities in your code.
• Code exploration. It allows you to search any area of your project for variables, libraries, and functions, helping you to understand your application structure.
• Auto completion. You can write single lines of code or entire functions using Sourcegraph.
• AI-powered chat. Cody Chat can process user inputs and generate relevant responses, helping you understand legacy code, new frameworks, and libraries.
• Auto-generation of unit tests. Sourcegraph allows you to run unit tests and access detailed reports on the performance of your application.

Pricing:

• Free tier
• Pro plan available for $9 per month
• Enterprise plan available for $19 per user per month

5. Replit

Replit leverages artificial intelligence to assist developers in writing code and deploying applications to production environments. It’s compatible with over twenty programming languages, including Kotlin, Rust, Golang, HTML, CSS, Haskell, R, and Elixir. It also has an online editor you can use to write code and collaborate with others.

Best for: Collaborative coding

Features:

• Ghostwriter. This AI tool provides auto-complete suggestions that align with the context of your project’s code.
• Proactive debugging. Replit’s Ghostwriter tool can identify issues in your code in real time and suggest fixes.
• In-IDE chat. Replit allows you to search questions and receive meaningful responses directly from your IDE. This feature is handy when dealing with unfamiliar libraries, frameworks, and programming languages.
• Rapid deployments. Replit provides infrastructure and tools for hosting your apps online.

Pricing:

• Starter plan is free
• Replit Core plan is 10 per month when paid annually
• Teams plan is $40 per user per month

6. Codiga

Codiga regards itself as a customizable static code analysis tool compatible with IDEs and frameworks like JetBrains, Visual Studio, BitBucket, and GitLab. It supports continuous integration and development pipelines, providing developers with real-time coding assistance.

The tool possesses machine learning capabilities that adapt to a developer’s coding style. Codiga can also be integrated in all stages of the software development life cycle. At each stage, it keeps an eye on your code and provides optimization tips.

Codiga supports multiple programming languages, including Python, JavaScript, SQL, and Java.

Best for: Continuous integration and development

Features:

• Autofix code. It checks for vulnerabilities and coding issues and helps you resolve them in real time.
• Code reviews. Codiga provides a bird’s-eye view of your code quality. It analyzes projects and provides faster feedback, facilitating quick resolution of issues.
• Code metrics. It generates a detailed report of your project, focusing on factors like duplicates, complex methods, and long functions. You can use this information for code optimization.  
• Dependency scanning. It helps you check for outdated dependencies and libraries in your project that could cause performance issues.
• Custom analysis rules. You can set custom rules that determine how Codiga will analyze your project.

Pricing:

• Codiga’s basic features are available for free. You can access more advanced capabilities with a custom price quote.

7. Sourcery

Sourcery is an AI code generator and refactoring tool with a main focus of helping coders write efficient and maintainable code. Its real-time automated checks identify errors, bugs, and bad programming practices. It also provides suggestions for writing clean code, which helps streamline continuous development and integration efforts. Sourcery integrates seamlessly with popular code editors and IDEs like Visual Studio Code, Vim, and Sublime.

Best for: Code quality assurance

Features:

• Code refactoring. It helps you structure code based on best programming practices.
• Duplicate code removal. Sourcery can automatically find and remove duplicate code, making your project more focused and more efficient.
• Custom rules and standards. You can set commands on how code fragments should be handled. Sourcery will implement the rules throughout your project, which facilitates consistency and high quality.
• Real-time feedback. It performs code reviews and provides fast feedback on how you can improve your application.
• Language support. It currently works with Python, but the creators are looking to add more programming languages in the future.

Pricing:

• Open Source plan is free
• Pro plan is $10 per user per month
• Enterprise plan requires reaching out for a quote

8. Snyk

Snyk powered by DeepCode AI is built with security in mind. It uses deep learning technology to analyze code for vulnerabilities and potential issues. It then offers real-time feedback and suggestions to programmers, which improves overall code quality.

Best for: Software developers building highly secure applications

Features:

• High scanning accuracy. Snyk runs on multiple machine learning algorithms and generative AI, which allow it to scan your entire codebase. This makes identifying bugs and vulnerabilities easier.
• AI-powered fixes. It suggests fixes for each line of code found with issues. You can review these suggestions to determine if they are correct, and then implement them.
• Rules creation. With Snyk, you can write and implement custom queries in the project.

Pricing:

• Free plan
• Team plan is $25 per month per contributing developer
• Enterprise plan requires a custom quote

9. Hugging Face

Hugging Face is a framework for AI models that process natural language. It assists in tasks like text generation and classification, question answering, language translation, information extraction, and summarization.

Developers can leverage these pretrained transformer models to build AI-powered chatbots for analyzing and reviewing code. These bots can also produce boilerplate code and provide suggestions on improving application performance.

Best for: Machine learning engineers

Features:

• Natural language processing. Hugging Face allows you to create applications capable of processing and interpreting human language.
• Computer vision. You can easily leverage pretrained models in projects requiring object detection and image classification features.
• Support for multiple frameworks. Hugging Face models are compatible with several machine learning frameworks, including PyTorch and TensorFlow.

Pricing:

• Free HF Hub plan
• Pro plan is $9 per month
• Enterprise Hub starts at $20 per user per month

10. Amazon SageMaker

Amazon SageMaker is a comprehensive AI coding tool for machine learning development. It simplifies the software development process with built-in algorithms and model hosting. It’s compatible with various AWS services, which can be integrated into real-time applications. Amazon SageMaker is also compatible with popular ML frameworks and programming languages like PyTorch, TensorFlow, Jupyter, R, and Python.

Best for: Data scientists and machine learning engineers

Features:

• Data wrangler. Amazon SageMaker facilitates more accurate predictions by collecting and analyzing tabular and image data.
• Automatic model tuning. You can train multiple AI models automatically and select the one that brings the best results.
• Experiments. Amazon SageMaker gives you access to infrastructure for running ML experiments at scale.
• Debugger. It provides real-time monitoring tools that help identify bugs and inconsistencies in your code.
• Pipelines. Amazon SageMaker allows you to create and manage multiple ML workflows concurrently.

Pricing:

• Amazon SageMaker offers a free tier, as well as on-demand pricing depending on the features you use in your project.

Benefits of using AI coding tools

AI coding tools can transform each stage of the software development life cycle. Here are some benefits you stand to gain by adopting AI.

Enhanced productivity

AI coding tools make a programmer’s workflow more efficient. These platforms can save time by automating repetitive tasks like code generation, review, and refactoring. As a result, developers can focus on high-level tasks while AI-powered tools deal with routine coding tasks, which results in increased productivity.

Improved code quality

Artificial intelligence allows you to create applications while adhering to high standards. These tools provide real-time suggestions and assist in identifying potential issues in your project. AI also plays an integral role in code review, which helps detect vulnerabilities, bugs, and best coding practices. In the process, these tools contribute to cleaner and more maintainable codebases.

Language and framework flexibility

AI coding tools are highly versatile because they support multiple programming languages and frameworks. These tools use machine learning algorithms to adapt to the specific needs of developers working in various languages, making them valuable across diverse projects. This level of flexibility allows developers to use their preferred languages in projects without losing the benefits of AI tools.

Learning and skill development

Whether you’re a beginner or a seasoned developer, AI coding tools help you understand new frameworks, concepts, and programming languages. These platforms provide real-time code suggestions and explanations, helping you understand what different components do. As a result, you can learn best practices and coding patterns. Artificial intelligence assists with skill development and can reduce the learning curve for new frameworks and languages.

Collaboration and knowledge sharing

AI coding tools facilitate collaboration among software development teams. They assist in standardizing coding practices, ensuring there’s consistency in code. Additionally, AI tools help with knowledge sharing and codebase documentation, allowing team members to follow along and contribute to projects easily.

Find programmers on Upwork

Adopting AI coding tools can help you be creative and productive. These tools automate repetitive and monotonous tasks, allowing you to focus on core activities. They also boost product quality by ensuring you’re following the best coding practices.

Despite their immense benefits, AI coding tools aren’t infallible. They can still generate inaccurate and biased content. Human oversight is required to double-check the outputs of AI-powered platforms. Consider working with independent software developers on Upwork to help you create accurate and effective applications.

If you’re a software developer looking for work, start your job search on Upwork. With numerous software coding jobs posted on Upwork regularly, you can find projects that align with your skills and earn extra income.

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Disclosure: Upwork is an OpenAI partner, giving OpenAI customers and other businesses direct access to trusted expert independent professionals experienced in working with OpenAI technologies.

Upwork does not control, operate, or sponsor the other tools or services discussed in this article, which are only provided as potential options. Each reader and company should take the time to adequately analyze and determine the tools or services that would best fit their specific needs and situation.

Prices are current at the time of writing and may change over time based on each service’s offerings.