With the release of ChatGPT and how they quickly gained 1 million users in 5 days, Generative AI is getting more attention than ever. From writing poems, answering physic questions to helping developers generate code, there’s nothing AI can’t do. This trend has also shined light on other AI tools for developers, expanding the landscape of AI capabilities in software development, from code generation to automatic testing and documentation.
In this list, we will cover the top AI tools to use for software development, with the detailed review on price and features.
How Can AI Help Software Development
Leveraging the power of AI, especially Generative AI, can reduce the workload of software development. Will these tools replace software developers, though? The answer is no. Instead of worrying, developers should learn how to use AI to speed up their work. In the upcoming future, AI tools will be a vital part of every tech stack.
Here’s what you can do with AI in software development:
- An AI-based software can construct lines of code by assembling some specified modules once it has mastered the underlying patterns. This is how code generation is created.
- Act as an intelligent assistant by making recommendations, providing code samples, and preventing coding errors such as closing parentheses.
- AI technologies can leverage natural language processing technology to produce user-friendly interfaces. As a result, a greater user experience makes it easier for consumers to connect with apps.
- Using a machine learning algorithm, AI technologies enable enhanced personalization. As a result, it focuses on consumer preferences through customization while improving the overall user experience.
- AI Testing by constructing a list of test cases to run through the system based on prior logs. It can also anticipate test results without running the tests themselves. It solely focuses on the solution, which saves a significant amount of time.
- Automated Debugging via pattern detection for in-depth study, identification, and categorization of issue kinds. Following training, the machine will be able to automatically detect and rectify any errors, therefore accelerating the debugging process.
- Software developers typically spend a large amount of time determining which features and functionality to include in a software product. AI software development tools that have been educated on previous projects can analyze existing software and suggest a solution that meets the needs of both clients and software professionals.
Thanks to the help of AI tools in software development, businesses can lower expenses by automating tedious processes (such as data entry, testing, and parts of coding) and increasing output. As a result, developers can focus more on inventing the critical elements of the development process.
Best AI Tools To Add In Your Stack
With millions of choices in the market, it takes time to determine where to start and make up your mind. To help you have an overview of the top AI software for developers, here’s our curated list.
For Code Generation
ChatGPT-powered Codesnippet is a fantastic tool for coders. It is an outstanding code generation tool that increases developer efficiency by reducing repeated coding tasks.
It generates code snippets from natural language descriptions using machine learning and natural language processing. As a result, the developer’s workflow is optimized, and repetitive programming activities are automated.
Key characteristics of this AI tool for developers:
- Use the GPT-4 engine Natural Language Processing (NLP) to code sensibly and rapidly.
- Code snippets for specific languages and frameworks (codinPython, Java, C++, and others) can self-learn from previous code snippets used by developers and offer personalized codes.
- Codes are safely stored and retrieved.
- It is compatible with other developer-friendly tools and platforms.
- Share code with your complete team using your codebase.
- Prevents syntax errors, code style violations, and other difficulties to ensure high-quality code.
Pricing: from $4 to $30 per month
GitHub Copilot is a game-changing AI coding tool that can totally transform how programmers write code. The platform currently uses the Open AI codex and recommends real-time codes and functions to the editor.
As a result, it can help engineers write code more quickly and effectively. This invaluable tool learns from developers on the fly and improves its code recommendations.
This AI tool includes:
- Natural language questions are converted into coding ideas in several languages.
- Get coding samples from a huge developer community and simply solve your problems.
- While coding, it provides intelligent coding suggestions for code snippets, functions, and methods.
- Integrates easily with well-known code editors like VS Code, JetBrains, and others.
- Real-time communication among programmers
Pricing: up to $19.25 per month
Amazon CodeWhisperer is a machine learning-powered code generator aimed to help developers by providing real-time code recommendations from within their IDE. It’s been trained on a massive dataset of open-source code and can recommend anything from snippets to whole functions based on comments and existing code.
CodeWhisperer increases efficiency by automating repetitive operations and encourages the construction of precise and safe code by making recommendations based on current industry standards.
What this AI tool for developers offer:
- The tool supports various programming languages and works with many IDEs, including JetBrains IDEs, Visual Studio Code, AWS Cloud9;
- Security scanning and reference tracking;
- Machine learning-powered ideas improve code accuracy and security;
- The code assistant will constantly offer code to help you fill the gaps;
Pricing: up to $19 per month
4. CodeWP for WordPress developers
CodeWP is a cloud-based, AI-powered WordPress code generator that makes coding easier for WordPress developers of all skill levels. This platform can generate legitimate code quickly for activities like building custom post kinds, implementing plugins, and extending the core functionality of your favorite WordPress products.
Users specify the code they require, and CodeWP generates efficient, secure code that can be customized. CodeWP, trained on a large dataset of WordPress code, ensures excellent accuracy, saves time, enhances productivity, and lowers expenses.
Key characteristics of CodeWP include:
- Supports a variety of tasks, including the construction of unique post-types and the building of plugins.
- Pre-written and tested code snippets for a variety of usage situations
- Create code for the WordPress core or other popular plugins such as WooCommerce, ACF, and page builders.
Pricing: up to $36 per month
5. PolyCode – Open-source AI Code generator
Polycoder is an open-source replacement for OpenAI’s Codex. Researchers at Carnegie Mellon University developed the model based on OpenAI’s GPT-2 and was trained on a 249 GB codebase written in 12 programming languages. According to its innovators, PolyCoder can write C with greater accuracy than any other model, including Codex.
While the vast majority of code generators are proprietary, Polycoder was one of the first open-source code generation methods.
You can use this AI tool for software development to:
- Provides a Lua-based scripting system with its own set of compilation tools and the core C++ API.
- The Lua API can be used to quickly construct prototypes and even publish entire applications to many platforms without compiling C++.
For Code Assistant
Tabnine provides a smarter method to code with its extensive features and user-friendly design, making it an excellent choice for millions of developers worldwide. As a result, developers can save time while improving their coding skills.
This AI tool for developers provides:
- Python, TypeScript, Rust, Go, Bash, and more languages are covered.
- You can connect your code to repositories like GitHub, GitLab, Bitbucket, and others.
- Trains your model based on your coding pattern to produce unique and intelligent output. By explaining the function, natural language is converted to code.
- With a single stroke, you can complete an entire line of code in your code editor.
- Reduces review iterations to ensure code quality and uniformity.
- It ensures the security of your code while also protecting its privacy.
Pricing: up to $12 per month
AskCodi is an AI code assistant created by Assistiv. It is compatible with popular editors like Visual Studio Code, Sublime Text, Atom, and others.
Key characteristics of AskCodi include:
- Provides extensions for your favorite IDEs, such as VS code, Pycharm, and others.
- Get a code snippet solution to any coding-related query in many languages, including English, German, and Polish.
- Generates code from natural languages based on your description and programming language of choice (30+ languages).
- View and share previous searches and code snippets with team collaborators.
- Examine your code for bugs, performance, and security issues and suggest improvement.
- Provides solutions for both front-end and back-end development, documentation, and support.
Pricing: up to $9.99 per month
3. Android Studio Bot for mobile development
You can embed Android Studio Bot into your mobile app development as a coding assistant to increase your productivity. This coding assistant, based on Google’s Codey and PaLM 2 LLMs, is designed to produce code, rectify errors, and answer questions about Android development, making it a valuable tool for engineers. Type your question or command into the text field of the Android Studio window, and the bot will respond or carry out the action you want.
Important characteristics you should be aware of:
- Code is generated for a variety of tasks, such as designing layouts, adding functionality, and testing your program.
- Detects and resolves code problems, ensuring a smooth development process.
- Answers Android programming issues ranging from API usage to particular error resolution.
Ghostwriter is a Replit AI-powered tool, a smart coding partner fully integrated into the Ripplet programming environment. This tool uses machine learning to provide developers with quick code advice and insightful information, allowing them to build code more efficiently and accurately.
Ghostwriter’s proficiency in multiple programming languages allows it to streamline development by identifying and producing code snippets tailored to individual requirements. This approachable style welcomes users with varying levels of technical ability, fostering a good coding environment.
Replit’s main characteristics are as follows:
- Increase coding efficiency with new real-time suggestions incorporated directly into your workflow.
- Detects faults and provides recommendations for seamless error rectification.
- Allows for a more thorough learning experience by embedding code lessons into the document.
- Clarifies your code and adds relevant comments for better comprehension and collaboration.
Pricing: up to $20
5. Scribe for Documentation
Scribe’s user-friendly features can significantly improve developers’ work processes. Companies, for example, can use this AI tool to record their workflow and procedures in real-time, resulting in comprehensive and up-to-date reference materials that they can use and share with others.
Furthermore, Scribe enables the creation of directories, tutorials, and walkthroughs that provide informative information on coding approaches and strategies for educational reasons.
What developers can do with Scribe:
- Speed up document generation, management, and maintenance.
- Programmers can record specific workflows and procedures.
- Quickly create comprehensive reference manuals that serve as valuable resources for both them and others.
- Easier to organize and navigate documents for convenient access.
- Developers can use Scribe to create tutorials and walkthroughs that discuss coding approaches and practices to boost educational opportunities.
Pricing: up to $23 per month
For Debugging & Testing
Bugasura helps manage problems and delivers insights to improve the bug-tracking process through clever automation and insightful pattern recognition. It integrates with various development platforms, making it a crucial tool for any team looking to improve the quality of their product.
This AI tool for developers can:
- Detects defects in your code automatically, catching them before they cause problems.
- Intelligently ranks issues based on severity and category, automatically tags and describes each bug.
- Features that allow you to generate, assign, track, and discuss issues in one place make team cooperation easier.
Pricing: begins at $5 per month.
2. Codiga for static code
Codiga is a static code analysis tool driven by AI that assists developers in writing better, faster, and safer code. Using artificial intelligence, Codiga analyzes and inspects code for potential flaws, vulnerabilities, and other concerns. It works with VS Code, JetBrains, Visual Studio, GitHub, GitLab, and Bitbucket development environments.
Leveraging this AI tool for developers to:
- Analysis of static code for error identification and early correction
- Code reviews that are automated to save time and increase code quality
- Code snippets for typical tasks to increase productivity
Pricing: A free plan is offered, with premium subscriptions beginning at $14 per month.
3. DeepCode AI
Deepcode AI corrects manually writing code, like conventional writing, which might occasionally result in errors. It enables developers to write cleaner code and improve the code base’s quality. You can also use machine learning to detect and correct code errors. It supports all programming languages and is incredibly fast at detecting errors in code.
The software also promotes cooperation by allowing team members to collaborate, evaluate code, get feedback and ideas. The tool detects potential problems and vulnerabilities in code and alerts you to them, along with instructions on how to address them.
Deepcode AI can be used in conjunction with existing code editors or as a stand-alone platform. Some significant features to know about this AI tools:
- AI-powered repairs
- Hybrid AI
- DeepCode AI Search simplified rule creation.
Pricing: from $79 per month
For Code Deployment
AutoRegex is a solid AI-powered tool that uses Natural Language Processing to facilitate the development of Regular Expressions (RegEx) (NLP). Translating English to RegEx allows you to construct RegEx patterns without extensive syntactic knowledge.
Key characteristics include:
- AI powers the creation of regular expressions (RegX).
- Optimizes regular expressions to improve application speed.
- Allows you to build RegEx patterns without extensive syntactic knowledge easily.
- A simple interface lets Developers specify input strings and output formats.
- Works with programming environments like Visual Studio Code and JetBrains IDEs.
Pricing: from $3.49 per month
IntelliCode in Visual Studio is an AI-powered coding engine that integrates seamlessly into your development workflow. It employs machine learning to provide developers with intelligent ideas and recommendations. Furthermore, it simplifies the development process by increasing productivity and providing tips.
- Allows you to refactor your code.
- When identifying local code alterations, it detects code duplication.
- Completes the complete line of codes with accuracy and uniformity all at once.
- Suggestions are displayed at the top of the completion list, accompanied by a star icon.
- Recognizes code context, such as variable names, functions, and programming languages.
- Recognizes common coding tasks and proposes the best rapid action, which it can even do while typing.
- Allows you to share codes with other contributors in order to benefit from the same intelligent insights and recommendations.
Pricing: up to $250 per month
FAQ About AI Tools For Developers
2. Can I use AI to build applications without any programming experience?
It is possible for everyone, not just specialists. AI-powered tools and platforms can assist people with no coding knowledge in producing software. These tools use machine learning techniques to deliver code depending on the user’s specified functionality and specifications. While coding skills are advantageous, AI-powered development platforms can lower the entry barrier and allow non-coders to build software applications.
In the upcoming future, AI will be a necessary tool in every tech stack. We should expect to see and use AI tools for developers on a daily basis, as it significantly improves performance, enhances code quality, and speeds up workflow. Developers shouldn’t see AI as a competitor. Instead, learn how to make requests and utilize the power of it to do tedious tasks for you.
We are sorry that this post was not useful for you!
Let us improve this post!
Tell us how we can improve this post?