Artificial Intelligence (AI) has evolved so much, such that almost everything now can be done with the help of AI, and the field of software engineering/software programming is no exception to this advancement.
If you are looking for the best AI coding assistant tool in 2023, you might be overwhelmed by the number of options available. That is why we have penned down some of the best options in this article.
What is AI Code Assistant?
AI code assistant is a software tool that can create or write code using artificial intelligence faster and more accurately that matches the context and syntax, making it easier and more precise for programmers to code.
The AI code assistant can create code from natural language inputs or provide code suggestions as you code live.
Benefits of AI Code Assistant
- Increased speed and efficiency in writing code
- Auto-complete lines of code
- Integrates with popular code editors such as vs code
- Easily detect bugs and security vulnerabilities in your code
Best AI Coding Assistant Tools
In this blog post, we will compare 10 of the best AI coding tools and assistants in 2023 and help you choose the right one for your needs.
1. GitHub Copilot
Github Copilot is by far one of the best AI coding assistants out there. This coding assistant was developed by GitHub to help developers write quality code faster and more accurately with the help of AI. This coding assistant works by suggesting and writing code based on the prompt inputted by the developer.
This intelligent tool can offer code for whole lines or functions, create comments, and help with fixing errors and finding possible security risks. GitHub Copilot was developed by Open AI Codex Language Model.
Key Features
- AI-powered code suggestions
- Integration with Visual Studio Code
- Code filtering and privacy
- Finds potential security vulnerabilities in your code
- Support for multiple languages and frameworks
- Test generation and error detection
- Code debugging capabilities
- Writes comment for code clarity
2. ClickUp
ClickUp is a comprehensive app that combines AI code tools with project management, sprint planning, bug reporting, feature requests, and more. ClickUp AI is the only AI-powered assistant customized for your role.
It can help you code faster, streamline your workflow, automate tasks, and work with your team. ClickUp works with popular IDEs like Visual Studio Code and JetBrains IDEs and supports multiple languages like Python, Java, C#, JavaScript, and more.
Key Features
- Allows you to create custom widgets
- Create relationships between tasks
- Integrate with AI code tools like GitHub and many others
- Time estimates and tracking
- Offers Multiple templates to choose from
- Integrates with IDEs like VS Code and JetBrains
3. ChatGPT
ChatGPT is one of the most popular AI chatbots that can code for you based on natural language prompts. You can simply write what you want to code in plain English and ChatGPT will create the matching code snippet for you.
ChatGPT uses a powerful natural language processing model called GPT-3 to interpret your intent and generate code. ChatGPT works with multiple languages like Python, HTML, CSS, JavaScript, SQL, and more.
Key Features
- Code generation
- Code debugging
- Code style and formatting
- Code explanation
- Code research and comparison
- Work with languages like Python, Java, SQL
4. Amazon CodeWhisperer
AWS launched Amazon CodeWhisperer, a new AI code generator, in April 2023. It uses OpenAI’s GPT-4 model and can help developers code faster and more securely by offering code suggestions, reference tracking, and security scans in their IDEs.
It supports 15 programming languages and various IDEs. It is free for individual use and has a professional tier for business users.
Key Features
- Real-time code suggestions
- Optimized for use with AWS services
- Reference tracker for open-source code
- Support for popular programming languages and IDEs
- Built-in security scans
- Supports 15 programming languages
5. Replit
Replit is a coding platform that lets software creators make projects with AI, without any setup. Users can quickly start and work on projects in any language or framework, and launch them with no setup and free custom domains.
Ghostwriter, an AI-powered code assistant, is one of its notable features that helps simplify the coding process. Ghostwriter, based on millions of lines of code, offers code suggestions that match the context, making it a useful tool for programmers of any level.
Key Features
- Used as a code editor
- Real-time collaboration with other developers
- Integrate with GitHub
- Offers web hosting
- Database options
- Environment variables to store your sensitive data
6. CodeT5
CodeT5 is a tool that lets you create code with natural language. It uses a trained AI model to turn your comments or specifications into complete code snippets. You can modify the code or give feedback to make the model better.
CodeT5 works with many languages, such as Python, Java, C#, JavaScript, HTML, CSS, SQL, and more. You can use CodeT5 for free on GitHub or as a web app.
Key Features
- Code Editor
- Code autocompletion
- Code translation
- Code repair
- Text-to-code generation
- Code summarization
- Code search
7. Codiga
Codiga is a tool that leverages AI to help you improve your code quality and speed. It can scan your code and find and fix issues, such as errors, bugs, security flaws, performance problems, and style breaches. It can also give you suggestions on how to enhance your code according to best practices and standards.
You can work with Codiga using your preferred code editors, such as Visual Studio Code and JetBrains IDEs. Codiga supports a wide range of programming languages, such as Python, Java, C#, JavaScript, TypeScript, PHP, Ruby, Go, Swift, Kotlin, and more.
You can use Codiga for free with up to 50 files per month and unlimited users. The paid plans start from $9 per user per month.
Key Features
- Code snippets
- Security analysis
- IDE integration
- Custom analysis rules
- Automated code reviews
8. CodeWP
CodeWP is a tool that uses AI to help WordPress developers create code quickly and easily. CodeWP can produce code snippets for WordPress from natural language inputs, such as descriptions or instructions. CodeWP works with different modes for PHP, JS, WooCommerce, and many common plugins.
Key Features
- Code snippets
- Security analysis
- IDE integration
- Custom analysis rules
- Automated code reviews
9. Android Studio Bot
Android Studio Bot is a new feature in Android Studio Hedgehog that helps developers create code quickly and easily with AI. Android Studio Bot is a conversational interface that can generate code snippets, fix code problems, and answer questions about Android development from natural language inputs.
Android Studio Bot uses Codey, Google’s foundation model for coding, and works with Kotlin, the primary language for Android development.
Key Features
- Code learning
- Code generation
- Code review
- Answers questions about Android development
10. AI Helper Bot
AI Helper Bot is a tool that uses AI to help users create SQL queries and NoSQL queries from natural language inputs. AI Helper Bot can interpret the user’s natural language description and generate SQL queries or NoSQL queries that suit the user’s purpose.
AI Helper Bot supports different databases, such as MySQL, PostgreSQL, SQL Server, Oracle, MongoDB, DynamoDB, and more.
Key Features
- SQL query builder
- Database connectivity
- NoSQL query builder
- Database schema import
Final Thoughts
To sum up, AI coding assistant tools are becoming more powerful and helpful for developers of all kinds and fields. They can assist with code generation, debugging, testing, refactoring, documentation, and more. They can also boost the quality, speed, and creativity of coding projects.
However, they are not a replacement for human intelligence and skills. Developers still need to comprehend the logic, design, and goal of their code, and be able to assess and adjust the suggestions from the AI assistants. The 10 tools we discussed in this article are some of the best ones in 2023, but they are not the only ones. You can try other options and find the one that fits your needs and preferences best.
