Artificial intelligence (AI) is transforming the world of programming. From automating tedious tasks to enhancing user experience, AI tools can help developers write better codes faster and easier. In this blog post, we will introduce you to the top AI tools every developer must use. These tools cover various aspects of software development, such as code writing, testing, documentation, debugging, code review, and more.
Whether you are a beginner or an expert, these tools can help you improve your skills and productivity.
1. GitHub Copilot
GitHub Copilot is one of the most used programming AI tools that helps you write code faster and better. It suggests code snippets for your programming language and framework based on your context and comments. You can accept, reject, or edit the suggestions as you wish.
GitHub Copilot can also generate tests, documentation, and boilerplate code for you. It works with a variety of languages and frameworks, such as Python, JavaScript, React, Ruby, and more.
Price
Free for personal use, $9.99/month for teams, $21/month for enterprises
Pros
- Saves time and effort by generating code snippets for you
- Learns from your code and adapts to your style and preferences
- Supports multiple languages and frameworks
Cons
- Does not always produce accurate or secure code
- May not handle complex logic or edge cases well
- Requires editing and reviewing
2. Stepsize AI
Stepsize AI is one of the next-generation programming AI tools for sprint reporting that helps you track and improve your technical debt. It uses natural language processing and machine learning to analyze your code, comments, issues, and pull requests. This tool generates insightful reports and recommendations on how to reduce your technical debt and improve your code quality.
You can also use Stepsize AI to prioritize your tasks and collaborate with your team. This platform is one of the practical AI tools for web development and other fields of programming.
Price
Free for up to 5 users, $29/user/month for teams, custom pricing for enterprises
Pros
- Helps you identify and measure your technical debt
- Provides actionable suggestions on how to refactor and improve your code
- Integrates with popular tools like GitHub, Jira, Slack, and more
Cons
- It is not able to detect all types of technical debt
- May not account for the business value or trade-offs of your technical decisions
- Needs some manual input and configuration
3. Mintlify
Mintlify is an automated documentation tool with AI for developers. It uses AI to scan your code and generate clear and concise documentation for your APIs, functions, classes, and variables. You can customize the format, style, and language of your documentation according to your needs.
Mintlify also updates your documentation automatically whenever you make changes to your code. It enables you to export your documentation as HTML, PDF, Markdown, or other formats.
Price
Free for up to 3 projects, $19/month for unlimited projects, $49/month for teams, custom pricing for enterprises
Pros
- Saves time and hassle by creating documentation for you
- Ensures your documentation is always up to date and consistent with your code
- Supports multiple languages and formats
Cons
- May not capture the full functionality or logic of your code
- Does not always follow the best practices or standards of your documentation style
- This programming AI tool requires some editing and verification
4. Adrenaline AI
Adrenaline AI is an AI-powered code analysis tool that helps you understand any codebase. It uses deep learning and natural language processing to parse your code and generate a high-level summary, a flowchart, and a dependency graph.
You can also ask natural language questions about your code and get answers from Adrenaline AI. This special AI for developers can help you learn new languages, frameworks, and libraries, as well as debug and optimize your code.
Price
Free for up to 10 files, $9.99/month for unlimited files, $19.99/month for teams, custom pricing for enterprises
Pros
- Helps you comprehend any codebase quickly and easily
- Provides visual and interactive representations of your code
- Supports multiple languages and platforms
Cons
- Can not handle complex or poorly written code well
- May not provide enough details or explanations for your code
- It may have some limitations or errors in its natural language processing
5. Grit.io
Grit.io is your automated technical debt manager. It utilizes AI for developers to scan your code and identify the sources and impacts of your technical debt. It then prioritizes your technical debt issues based on their severity, urgency, and value. You can also use Grit.io to:
- Assign tasks
- Track progress
- Measure results
- Optimize code quality, performance, and maintainability.
- One of the best AI tools for developer productivity
Price
Free for up to 5 users, $49/user/month for teams, custom pricing for enterprises
Pros
- Helps you manage your technical debt effectively and efficiently
- Provides data-driven and actionable insights on your code
- Integrates with popular tools like GitHub, GitLab, Bitbucket, and more
Cons
- May not be able to detect all types of technical debt
- Adding manual input and configuration is sometimes necessary
6. What The Diff
What The Diff is your AI-powered code review assistant. It uses AI to analyze your code changes and provide feedback and suggestions on how to improve your code quality, readability, and style. It also checks your code for errors, bugs, security issues, and best practices.
You can use What The Diff which is one of the top AI tools every developer must use to review your own code or collaborate with your team. It works with any language and any code hosting platform. It is among the best free AI tools for developers and can enhance their coding performance.
Price
Free for up to 3 projects, $19/month for unlimited projects, $49/month for teams, custom pricing for enterprises
Pros
- Helps you improve your code review process and outcomes
- Provides constructive and consistent feedback and suggestions
- Supports any language and any code hosting platform
Cons
- It does not always work align with your personal or team preferences
- May not handle complex or ambiguous code well
- Requires some tuning and calibration
8. TensorFlow
TensorFlow is an end-to-end platform that makes it easy to build and deploy machine learning models in any environment. This is one of the popular free AI tools for developers. It provides a comprehensive set of tools and libraries for data processing, model building, training, testing, and deployment.
TensorFlow is one of the top AI tools every developer must use for creating various types of machine learning applications. These applications can be computer vision, natural language processing, recommender systems, and more. TensorFlow supports multiple languages, such as Python, C++, Java, and more.
Price
Free and open source
Pros
- Provides a flexible and scalable platform for machine learning development
- Supports a wide range of machine learning applications and use cases
- Has a large and active community and ecosystem
Cons
- It has a steep learning curve for beginners
- May have some compatibility or performance issues with some platforms or devices
9. MakerSuite
MakerSuite is one of the top AI tools every developer must use for creating generative AI applications. It is a web-based tool that lets you quickly prototype these types of AI applications in a browser.
You can use MakerSuite to create various types of AI applications, such as text generation, image generation, audio generation, and more. You can also customize your applications with different parameters, styles, and themes. MakerSuite uses Google’s large language models, such as PaLM, to power your applications.
Price
Free for up to 10 applications, $19/month for unlimited applications, $49/month for teams, custom pricing for enterprises
Pros
- Helps you prototype AI applications with no coding or ML expertise required
- Provides a simple and intuitive interface and workflow
- Supports multiple types of generative AI applications
Cons
- May not produce high-quality or reliable outputs
- Can not handle complex or specific requirements well
- It has some limitations or restrictions on its usage
10. Tabnine
Tabnine is a code completion tool that uses AI to help you write code faster and smarter. The platform is among the top AI tools every developer must use to predict the next word or symbol you need based on your context and codebase.
It also suggests relevant code snippets, imports, and documentation for your code. Tabnine is one of the best AI tools for software development due to its powerful code completions.
Price
Free for personal use, $9.99/month for pro, $29.99/month for teams, custom pricing for enterprises
Pros
- Boosts your coding speed and accuracy by providing intelligent code completions
- Learns from your code and adapts to your style and preferences
- Works with any editor, any language, and any framework
Cons
- May not always suggest the best or optimal code
- Can not handle complex or custom logic well
These tools help you code better!
These are some of the top AI tools that every developer must use. These premium and free AI tools for developers can improve your code quality, performance, and security.
Whether you are a beginner or an expert, these are the best AI tools to enhance your skills and productivity. Try them out and see for yourself how they can transform your software development experience.
