Top AI Tools for Coding 2023
In this article, we’ll discuss artificial intelligence (AI) coding assistants. These innovative tools cater to coders of all levels, not just tech experts. Let’s explore the top AI tools that can elevate your coding experience and streamline the process. But before we dive in, let’s gain a comprehensive understanding of what AI coding tools entail.
Table of Contents
- What is an AI Tool, and How is it Used for Coding?
- Top AI Tools for Coding
- Benefits of AI Tools for Coding
- Summing Up
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What is an AI Tool, and How is it Used for Coding?
An AI tool for coding is a software application that harnesses the power of artificial intelligence (AI) to assist programmers in their coding endeavors. These applications serve multiple purposes, including code generation, code auto-completion, and code debugging, among others. They can create code in response to user prompts and offer code suggestions for auto-completion as programmers actively engage in coding tasks.
Some of the tasks that an AI code tool can do are as follows:
- Generating Code: AI code assistants can generate code based on a user’s input. This can be useful for tasks such as creating boilerplate code or generating test cases.
- Autocompleting Code: AI code assistants can autocomplete code as the user types. This can help save time and reduce errors.
- Debugging Code: AI code assistants can help debug code by suggesting possible solutions to problems.
- Explaining Code: AI code assistants can explain code to users. This can be helpful for understanding complex code or learning new programming languages.
AI code tools are still being developed, but they could change how code is written. AI tools for developers can be used to make them more productive and create better code.
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Top AI Tools for Coding
We looked at all the AI tools for developers and picked the top and free ones. These can help you with code creation much faster than doing it all by yourself! If you’re uncertain about the best AI tools for coding, refer to the table below. It showcases the top four AI-driven coding tools extensively utilized in the coding field:
| No | AI tools for Coding | Pricing | Free Subscription | Link |
| 1 | Tabnine | ₹948.46/month | Yes | Read More |
| 2 | GitHub Copilot | ₹305.36/month | Yes | Read More |
| 3 | Amazon CodeWhisperer | ₹1,581.04/month | Yes | Read More |
| 4 | Replit | ₹582.49/month | Yes | Read More |
- Best AI Code Completion Tool: Tabnine
- Best AI Code Generation Tool: Amazon CodeWhisperer
- Best AI Debugger Tool: GitHub Copilot
Tabnine
Tabnine is an AI tool for coding that helps developers write code faster and better, which boosts productivity. Tabnine works with many programming languages, including Python, Java, JavaScript, PHP, Go, and Rust. It uses a neural network to learn from a large collection of open-source code. This helps it suggest accurate code completions, even in complex coding situations.
Special Features
- Tabnine learns from how you code, so its suggestions get better with time.
Pros
- Accurate and relevant suggestions
- Fast and efficient
- Free for individual developers
Cons
- Not available for all programming languages
Subscriptions
Starting at ₹948.46 per month
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GitHub Copilot
GitHub Copilot is one of the best AI tools for coding on the market. Copilot is designed to help developers write better code faster. It uses OpenAI Codex, a language model trained on public code and text. This AI tool for developers can give code suggestions, write comments, and help with debugging and security.
Special Features
- GitHub Copilot works with many different IDEs, such as Visual Studio Code, IntelliJ IDEA, and Atom.
- Identifies possible security weaknesses in your code
Pros
- Can help you debug code
- Accurate and relevant suggestions
- Fast and efficient
Cons
- GitHub Copilot’s suggestions can be distracting, especially if you’re not used to AI code completion tools.
Subscriptions
Starting at ₹305.36 per month
Amazon CodeWhisperer
Amazon CodeWhisperer is a special tool that helps developers by giving them code suggestions as they work. It uses machine learning and can be used right in their coding program. The model undergoes training using an extensive dataset of publicly available code, enabling it to propose code snippets or entire functions by drawing upon existing code and associated comments. CodeWhisperer helps you get more done by doing repetitive tasks for you. It also suggests ways to write code that is accurate and safe, using the latest industry rules.
Special Features
- Can use it with JetBrains IDEs, Visual Studio Code, AWS Cloud9, and other
- Tracking references and conducting security scans
Pros
- Free to use
- Integrated with AWS services
Cons
- Amazon CodeWhisperer is still under development.
- Sometimes, it may provide incorrect or unrelated suggestions.
Subscriptions
Starting at ₹1,581.04 per month
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Replit
Replit is an online AI coding platform. It lets users code, learn, and collaborate together. The browser-based IDE is famous for co-coding native hosting and documents. Ghostwriter is a helpful tool for programmers of all skill levels because it gives relevant code suggestions based on lots of code examples. Ghostwriter can assist you code faster, enhance code quality, and learn new programming languages. Replit’s Ghostwriter can change your coding career, whether you’re new or experienced.
Special Features
- Real-time collaboration
Pros
- Cloud-based
- Open source
Cons
- Can be slow at times
- Not all features are available on the free plan.
Subscriptions
Starting at ₹582.49 per month
Sourcegraph Cody
Sourcegraph Cody is an AI assistant for developers. It speeds up your work and helps you understand code better. Sourcegraph’s main product is a code base assistant. It assists you search for code and find updates across different parts of your project. You can search in branches, repositories, and code hosts. Cody uses Sourcegraph’s code graph and LLM to give helpful answers for coding tasks. The program can understand your instructions and create code or elaborate on your existing code.
Special Features
- Can find code fast by using the file name, function name, or a plain English description
- Can generate code snippets based on your instructions
Pros
- Can debug code
- Can answer questions
Cons
- Not available for all programming languages
- Not as powerful as some AI code assistants
Subscriptions
It’s free for individuals, and for the enterprise package, you have to contact the Cody team.
AskCodi
AskCodi is designed to streamline your coding experience with speed and accuracy. This tool leverages the capabilities of OpenAI Codex to produce code, respond to programming queries, and provide code recommendations. Enhancing your coding efficiency is as simple as installing the AskCodi extension onto your preferred integrated development environment (IDE), including but not limited to Visual Studio Code, PyCharm, and IntelliJ IDEA. Moreover, it extends its assistance to SQL query generation and the creation of DocStrings.
Special Features
- Provides clear and direct responses to your coding inquiries.
- Can generate documentation for your code
Pros
- Accurate and relevant suggestions
- Free for individual developers
Cons
- Can sometimes suggest incorrect or irrelevant completions
- Not available for all programming languages
Subscriptions
Starting at ₹664.27 per month
ChatGPT
ChatGPT is a versatile AI chatbot. It can act as an AI tool for developers to code with. The OpenAI GPT-4 model powers coding assistants like Copilot X and CodeGPT. Coders recommend using the GPT-4 model for programming tasks. It is very precise and generates code without errors. GPT-4 has done really well in zero-shot prompting, getting an impressive 67% accuracy. It’s the best performance by a language model on the HumanEval benchmark.
Special Features
- Can help you debug your code and find errors
- Can generate documentation for your code
- Can generate code based on your instructions
Pros
- Can help you learn new programming languages
- Can help you write code faster and more efficiently
- Can be used for a variety of coding tasks
Cons
- Expensive
Subscriptions
ChatGPT Plus is priced at $20 per month.
Codiga
Codiga is a tool that uses AI to analyze code and help developers write better, faster, and safer code. Codiga uses AI to analyze and check code for errors, weaknesses, and other issues. You can use it with popular development tools like VS Code, JetBrains, and VisualStudio. Codiga can be seamlessly integrated with widely used development environments such as VS Code, JetBrains, and VisualStudio, and it also seamlessly integrates with popular code repositories like GitHub, GitLab, and Bitbucket.
Special Features
- Static code analysis for the early detection and resolution of errors
- Automated code reviews to enhance code quality and streamline the process
- Providing code snippets for routine tasks to optimize productivity
Pros
- Security-focused
- Works everywhere, from your IDE to CI/CD
Cons
- Compatibility issues with certain development environments or workflows could pose challenges
Subscriptions
Starting at ₹1,164.36 per month
Bugasura
Bugasura is an AI-driven bug-tracking solution engineered to simplify the bug management workflow. Bugasura efficiently oversees bug handling and provides valuable insights to improve bug tracking. Bugasura can seamlessly integrate into different development environments, making it an essential tool for teams that want to improve their software’s quality.
Special Features
- Automatically identifies and preemptively addresses code bugs
- Smartly categorizes and annotates bugs by severity and type
Pros
- Streamlines team collaboration for bug tracking and resolution
- Seamlessly syncs with well-known tracking tools like Jira, Zendesk, and Asana for up-to-date bug-tracking data.
Cons
- Limited features
- No mobile app
Subscriptions
Starting at ₹415.78 per month
CodeWP
CodeWP is a tool that uses AI to generate WordPress code. It makes coding easier for all WordPress developers. This platform quickly creates code for tasks like making custom post types or plugins for WordPress. Users tell CodeWP what code they want, and CodeWP creates safe, efficient code that can be edited. CodeWP uses a large dataset of WordPress code to save time, increase productivity, and lower costs with high accuracy.
Special Features
- Help create WP_Queries efficiently
- Generate functions of all types
Pros
- Hook into WooCommerce filters and actions
- Create complex workflows based on ACF values
- Write code for WordPress core or major plugins like WooCommerce, ACF, and page builders.
Cons
- No mobile app
- Can be expensive
Subscriptions
Starting at ₹997.75 per month
AI Helper Bot
AI Helper Bot is a powerful tool that can create SQL queries for users at any skill level. The software easily connects with popular databases like MySQL, PostgreSQL, SQL Server, and Oracle. It can also help generate queries by uploading JSON data. This helpful assistant simplifies SQL queries by asking basic questions. For example, it might ask, “How many users receive notifications?” This turns data retrieval into an easy process.
Special Features
- Users have the capability to store and distribute their SQL queries for future reference.
Pros
- Produce clear explanations of AI, SQL, and DATA
- Produces SQL queries from simple statements and queries
Cons
- Come at a high cost
- Not compatible with all programming languages
Subscriptions
Starting at ₹997.75 per month
Android Studio Bot
Android Studio Bot is an AI coding assistant in Android Studio, helping you be more productive as a mobile app developer. This coding assistant is built on Google’s Codey and PaLM 2 LLMs. It helps developers generate code, fix errors, and answer Android development questions. It’s an invaluable tool. To use Android Studio Bot, enter your question or command in the text field of the Android Studio window. The bot will then respond or do what you ask.
Special Features
- Add generated code with a click
- Detects and rectifies code errors for seamless development.
Pros
- Provides answers on Android development, from API usage to error resolution
- Evolves and enhances its assistance capabilities over time
Cons
- Still in development
- Not always accurate, so you should always double-check its answers.
Subscriptions
Included with Android Studio
Benefits of AI Tools for Coding
AI-driven code generators can enhance website loading speed by crafting efficient code, resulting in smaller website sizes. This optimization contributes to improved SEO rankings and enhances the overall user experience. Swift-loading websites tend to garner higher user engagement and superior search engine rankings. The coding sphere is witnessing a growing adoption of artificial intelligence (AI) tools, which offer numerous benefits to developers:
- Speeds up development with automated code generation and error reduction
- Empowers novice developers while maintaining coding standards
- Boosts productivity by freeing developers from repetitive tasks
- Enhances code reliability for more stable applications
- Fosters consistency and collaboration among development teams
Summing Up
AI tools are transforming the coding landscape in 2023 and beyond. With GitHub Copilot, TabNine, Kite, DeepCode, and Codecademy leading the way, developers have a powerful arsenal to enhance their coding experience. Embrace these tools, but remember that they are meant to complement your skills, not replace them. As the coding world evolves, AI tools for developers will continue to play a significant role, making coding more efficient, accessible, and exciting.
For more information on artificial intelligence, visit our AI Community.
FAQs
Are AI coding tools suitable for beginners?
Yes, AI coding tools are valuable for beginners as they provide explanations and code suggestions that aid in learning.
Can AI tools replace human developers?
No, AI tools help developers, but they can’t replace human creativity and problem-solving.
What programming languages do AI coding tools support?
Most AI coding tools support a wide range of programming languages, including Python, JavaScript, Java, and more.
Are AI coding tools secure to use?
AI coding tools can be secure if used responsibly. Avoid sharing sensitive code or data, and ensure that the tool meets security standards.
How do AI coding tools impact collaboration among developers?
AI coding tools can facilitate collaboration by providing real-time suggestions and allowing multiple developers to work on the same codebase simultaneously.
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