Top 10 AI Tools for Developers in 2024
Artificial Intelligence (AI) is changing how software is made, making it better, faster, and more innovative for developers. With this article, we spotlight the top 10 AI tools that are changing developers' work in 2024. They include smart code helpers, tools that finish your typing, and environments for creating software with AI. These tools push the limits of software creation, making it smarter and more efficient.
Key Takeaways
- AI tools are enhancing developer productivity and efficiency by automating routine tasks and providing intelligent code suggestions.
- AI-powered IDEs and code review tools are improving code quality and catching bugs more effectively.
- AI-based testing and documentation tools are streamlining software development workflows.
- Developers can leverage AI-driven code translation and optimization to write cleaner, more efficient code.
- AI-powered security tools are integrating seamlessly into the development process to ensure code safety and compliance.
Introduction to AI Tools for Software Development
The world of software development is changing fast thanks to AI coding tools. These tools use the latest in AI like machine learning and natural language processing. They help developers write code that's cleaner and faster.1
What Are AI Coding Tools?
AI coding tools are programs that use artificial intelligence. They give developers smart suggestions and can do jobs over and over for them. This means developers can work better and focus on being creative.1
Benefits of Using AI Tools for Developers
AI tools bring many perks to software development. They make code better, handle repetitive work, suggest code lines, and speed up how fast software is made.1
With AI's help, developers can work more effectively. They can concentrate on important tasks, making the whole process smoother. This allows them to be more strategic and creative in their work.1
AI Tools for Developers
In 2024, the software development scene is changing with the top 10 AI tools. These tools help developers work better, quicker, and produce top-notch code. Every tool brings special abilities and features to the table.2
GitHub Copilot is used by more than a million developers and 20,000 organizations.3 Replit Ghostwriter helps in 16 languages, giving developers real-time code support. It works with languages like Bash, Ruby, and Python.3
Snyk checks code for security issues. It works with other tools to find and fix problems easily.2 Sourcery helps make code cleaner and more efficient. It points out errors and removes repeated code.3
Tabnine assists with finishing code, supporting over 25 languages. It is free for individuals and $15 a month for teams.3 Amazon CodeWhisperer is also there. It's free for single users and $19 a month for teams.3
OpenAI Codex connects code with natural human language. It's free for developers. Pieces by Llama 2 helps with web and engineering tasks for free, while Figstack costs $10 a month.3
Otter.ai records and organizes meetings with its AI system. It's $10 per user each month on the Pro plan.3
| AI Tool | Key Features | Pricing |
|---|---|---|
| GitHub Copilot | AI-powered code autocomplete | Activated by over 1 million developers and adopted by 20,000+ organizations |
| Replit Ghostwriter | Real-time code assistance in 16 languages | Supports Bash, R, Ruby, Rust, C, C#, C++, CSS, Go, Java, JavaScript, HTML, PHP, Perl, Python, and SQL |
| Snyk | AI-powered code security and vulnerability analysis | Seamless IDE, pipeline, and container registry integration |
| Sourcery | AI-driven code optimization and error identification | Free plan for open-source, $10 per month project plan, $30 per month team plan |
| Tabnine | AI-powered code completion in 25+ languages | Free plan for individuals, $15 per month team plans |
| Amazon CodeWhisperer | AI-powered IDE and code generation | Free for individuals, $19 per month team plan |
| OpenAI Codex | AI tool for natural language to code translation | Free AI tool for developers |
| Pieces | Free AI tool for web development and engineering tasks | Offered by Llama 2 or Mistral AI |
| Figstack | AI-powered code translation and optimization | $10 per month for individuals |
| Otter.ai | AI-based meeting transcription and collaboration | $10 per user per month for the Pro plan |
These AI tools are making big waves in software development. They offer a wide range of features to boost how developers work. From smart assistants to security checks, they are changing the technology game.2
Pieces for Developers: The Ultimate AI Coding Companion
Pieces for Developers improves developer work with AI. This AI tool works with the Pieces app, IDE, and browser. It includes a smart AI copilot that learns how you work and gives personalized help. You can use either cloud AI or on-device AI to power it. With Pieces, you get help specific to your work through its RAG technology. It uses your past work to suggest better solutions. Plus, it's free for anyone doing web development or engineering tasks.
Features of Pieces for Developers
Pieces for Developers has many uses. It can turn simple instructions into code, find the right code with context, and even create code from pictures. Its benefits include managing code snippets, giving personalized code tips, working offline, and being very secure. Sometimes, it might be a bit slow or make rare mistakes. Yet, its VS Code extension explains code parts and lets you save code pieces.4 The Pieces App turns screenshots into code and supports GPT4o. It also lets you save code bits and makes tasks easy. Live Context quickly finds what you need from your past work. The Web Extension saves code snippets and lets you ask the copilot questions while in the browser, without a separate app. All these features help developers learn, manage codes better, and work more efficiently.
Pricing for Pieces for Developers
Pieces for Developers is free, which is great for developers wanting to enhance their work without extra costs. It's praised for being user-friendly by many, and its tools are highly rated. Someone even said it deserves "6 million stars." The Pieces Copilot is efficient for solving issues, and its coding storing feature is loved by users for easy access. Many professionals and students recommend it across various fields, and the Chrome Extension is appreciated for not disturbing work. This software is seen as very easy to use because of that.
Tabnine: Intelligent Code Completion
Tabnine is a smart tool that uses AI to help developers write code faster. It suggests the best code lines to complete what the developer is writing. It learns from a mix of public data and what users share with it. This makes its suggestions more accurate and diverse. It works with over 25 programming languages, making code writing more efficient.
Key Features of Tabnine
Millions of developers and thousands of companies trust Tabnine. Users say it makes some tasks 20% faster6. It saves developers hours each week by not needing to search the web for code.
90% of its single-line suggestions are right, boosting productivity by 11% for some firms. People think it helps keep code quality high by learning from their work6. Compared to other AI tools, users prefer its quality.
It also offers unique source code suggestions' features like adjusting to your specific code and shows statistics on how its suggestions are helping. The customer support is highly regarded6. Plus, it helps new developers learn faster by understanding their style quickly. Some users even say it writes a lot of their code.
Pricing Plans for Tabnine
Tabnine has a free Basic Plan. There's also a Pro Plan at $12 monthly per user and an Enterprise Plan for $39 monthly per user with a year commitment. It supports many popular programming languages, including Python, JavaScript, and more.
Otter.ai: Transcribe Meetings with Ease
Otter.ai is a top-notch AI tool for transcribing meetings. It helps developers catch and sort out what's discussed. The tool knows who's talking and tags their words, making it simple to follow up and work together. Plus, it lets you search for key info fast in the meeting notes, boosting how quickly you can work.
Capabilities of Otter.ai
Studies show Otter.ai is right about 75% to 90% of the time. It's a big help with a free plan offering 300 minutes each month. If you need more, there's a paid plan from $16.99 that gives you extra minutes.
You can teach Otter.ai technical words so it understands better. This makes it great for any line of work. It also has tools for working together, sending direct messages, creating to-do lists, and organizing notes.
If you're looking at other tools, there's Fireflies.ai, Airgram, and Notta. They have their special abilities like better connections, setting meeting plans, or transcribing live videos. Otter's special bot can join meetings on its own even if you're not there. It lets you tag who's talking and spot important words easily for looking back later. Its app lets you record voice notes or make podcasts on the move. And, Otter keeps your data safe, following strict security and privacy rules.
Pricing Options for Otter.ai
With Otter.ai, you start with 300 free minutes each month. Then, there's a paid plan from $16.99. This plan unlocks more features for better teamwork, sending messages, and creating to-do lists from your notes.
OpenAI Codex: Natural Language to Code
Codex is an AI from OpenAI; it knows and makes code. It comes from GPT-3 and learned from lots of human writing and code on GitHub. This makes Codex smooth the way from human talk to code. It can work with many languages like Python, JavaScript, and more. Codex is great at finishing your code lines or suggesting what you might code next. This helps software developers work faster.
Codex will offer different solutions to problems. It learns from a lot of human and code text. This helps it do a lot, like finish your code or help you fix it. Codex is here to make developing stuff easier and faster. It does this by doing some of the work for you, like turning comments into code.
In making games, Codex is a big help. It helps make game rules, writes game scripts, and designs game levels faster. This speeds up making games and helps make new game ideas come to life. Codex also shines in working with data. It assists in creating scripts to check data and makes graphs from it.
OpenAI works on making Codex itself better. Not just more tools, but making the main AI stronger to do more.
People think about how to use Codex the right way. They worry about bad code and make sure to use it safely. Codex knows a lot of programming languages and comes from GPT-3 and GPT-4. It learned from lots of code and text to be this helpful.
AI Tools for Developers
Amazon CodeWhisperer: AI-Powered IDE
Amazon CodeWhisperer is an AI-powered tool for developers. It creates code on the spot, both in the Integrated Development Environment (IDE) and through the command line.3 It uses machine learning to suggest and finish code parts based on what the developer has already written. This means it can help with code ideas and finishes. Built for safety, CodeWhisperer checks code for risks. Then, it gives advice on how to fix them, for a safer end result. It works with many programming languages and joins forces with well-known IDEs, like VS Code and IntelliJ IDEA.
Pricing for Amazon CodeWhisperer
For people working on their own, Amazon CodeWhisperer is free. Teams can use it too, starting at $19 per month.
GitHub Copilot: Code Autocomplete Extraordinaire
GitHub Copilot is a top AI tool for developers. It's been used by over a million developers and 20,000 organizations. This tool helps by automatically completing code, just like Tabnine. It works with many IDEs, such as VS Code, Neovim, and JetBrains. It boosts developer productivity and speeds up creating software.
Features of GitHub Copilot
GitHub Copilot is powered by OpenAI. It gives smart suggestions for code, learning from lots of different projects. This makes it easier for developers to write better and faster code. It provides code completions, helpful explanations, and even creates testing scenarios. This helps in finding and fixing bugs early. It supports different programming languages like Java and gives personalized code pieces. By using it, developers can get better at coding and be more productive. GitHub Copilot truly changes the way we write code using AI insights. Yet, it's always a good idea to check and ensure its suggestions fit your project's needs.
Pricing Plans for GitHub Copilot
If you're an individual, you can subscribe to GitHub Copilot for as low as $10 a month or $100 a year. There's also a 60-day free trial to see if it fits your needs. Projects using Copilot see a 46% boost in productivity, and developers can code up to 55% faster with its help. Next, GitHub aims to make Copilot a comprehensive AI assistant for developers. The goal is to enhance software development quality and streamlining. Copilot also improves things like pull requests and making documentation easier to write. Additionally, the Copilot CLI helps in dealing with complex commands, aiding developers.
Figstack: Multi-Language Code Translation
Capabilities of Figstack
Figstack's AI translates code between languages, easing project collaboration. It makes understanding code simple, with natural language processing, enhancing work speed and knowledge. Figstack boosts code efficiency with its Big O analysis and tips for better performance. Its Docstring Writer ensures detailed code documentation, making maintenance and team work smoother.
Pricing for Figstack
Figstack has varied pricing for individuals and teams. It starts with a free plan, offering vital translation and code analysis. For more features and support, teams and companies can pick from paid options. This way, everyone can get what they need within their budget and enjoy working on different code languages.
Replit Ghostwriter: Real-Time Code Assistance
Replit is an online-based IDE used by developers for quick prototyping. It uses cloud resources. An AI called "Replit Ghostwriter" helps with real-time code explanations and edits. It's great with JavaScript and Python but also supports 14 other languages. These include CSS, Go, and Ruby.
Features of Replit Ghostwriter
Ghostwriter works with many programming languages like Python and Java. It aims to speed up coding, improve quality, and aid learning. It offers real-time suggestions and explanations. This helps make code better and easier to read. As an AI assistant in Replit, it makes writing and understanding code faster. It's especially helpful for students and those new to coding, as well as professionals and data scientists.
Ghostwriter allows for coding together in real-time. It lets users share and explain code with their team. This AI tool can also create code snippets, improve existing code, and help with repetitive tasks. Its goal is to help people understand and enhance their coding through Replit's IDE.
Pricing Plans for Replit
16 To use Replit Ghostwriter, there are both free and paid options. The paid version comes with more features and better limits. Of course, the free version has its own set of tools but they are limited. Choosing the paid version gives you more help with your coding projects.
Snyk: AI-Powered Code Security
Snyk is all about using AI to make code safer. It checks for weak spots and makes sure the code follows the rules.This smart tool works along with the tools developers already use. It finds and fixes problems straight from their usual work areas. By doing this, Snyk helps teams write safer and rule-following code.
Snyk's AI-Driven Approach
Snyk's use of AI mixes several kinds of smart technologies to do better security checks. Their top AI team has even had their work shared in top science places. This helps make Snyk's tools very good at their job. Snyk Code is one of their tools. It's great at checking code thanks to high-tech analysis. They also use ML to keep a huge database for checking security across different code languages.
But Snyk isn't stopping there. They're planning to add even more cool AI features, like fixing code problems and helping developers search for code stuff easier. They're also making an online learning place, Snyk Learn, smarter with AI. It will teach based on how much developers already know. Plus, Snyk wants its AI to also predict and stop new security problems by looking at a lot of data. Their mix of smart AI systems means they're really careful and accurate in fixing security issues. So, Snyk is changing the game in making code safer, letting developers focus on building great and secure apps.
Sourcery: Clean and Efficient Code Generation
Sourcery is an AI-powered tool for cleaner, more efficient code. It spots errors in real-time and takes out repeated sections. This keeps your project focused and fluid.
It lets developers customize how they deal with code pieces. This makes sure the code quality stays high as your project grows. The tool uses AI to create code that meets set rules, making your work efficient and easier to handle.
Sourcery's Code Optimization Capabilities
Sourcery helps developers create cleaner, more effective code thanks to AI. It finds and fixes errors and extra parts right away. This keeps your project moving forward smoothly.
Developers can decide how to manage different parts of the code. This ensures that the quality of your code remains good over time. Using AI, Sourcery produces code that follows your guidelines, making your work more efficient and manageable.
Pricing Options for Sourcery
Sourcery comes with pricing that fits everyone's needs. It starts with a Free Basic Plan and offers a Pro Plan for $12 per user monthly. There's also an Enterprise Plan for big teams at $39 per user monthly, if you commit for a year. Such a variety makes Sourcery available to all, whether you work alone or in a big team.
This pricing shows Sourcery's dedication to giving developers top AI tech for their code. It's all about helping you craft better code conveniently.
Conclusion
AI tools for developers are changing software development. The best AI tools we discussed are at the forefront of this change. They help developers work better, faster, and with more creativity. They are key for staying innovative.
Using AI in development is more than keeping up. It's breaking new ground in software creation. The future of AI in software development looks very exciting. Soon, we might have AI that writes entire programs for us. This will make creating apps easier for more people.
AI tools will lead to big changes in the software world. Innovation and efficiency will jump. We're on an exciting path in coding, thanks to AI.
FAQ
What are the top AI tools for developers in 2024?
In 2024, top AI tools include Pieces for Developers, Tabnine, Otter.ai, and more. These tools help with coding, making it easier and faster.
How do AI coding tools help developers?
AI coding tools speed up writing code. They give smart suggestions and automate tasks. This makes code cleaner and better.
What are the key features of Pieces for Developers?
Pieces for Developers has an AI copilot. It learns from how you use it and offers help tailored to you. It uses smart tech to suggest and generate code that fits your needs.
What are the benefits of using Tabnine for code completion?
Tabnine suggests code lines based on what you're writing. Its learning model includes lots of code, not just public data. This means it gives more helpful suggestions.
How does Otter.ai assist developers in meeting transcription?
Otter.ai turns spoken words into text, showing who said what. It's useful for reviewing discussions. The searching feature helps find specific parts fast.
What are the key capabilities of OpenAI Codex?
OpenAI Codex turns words into code. You can say what you need in regular language. Then, it creates the code for you.
How does Amazon CodeWhisperer assist developers in the IDE?
Amazon CodeWhisperer writes code as you work in your coding space. It suggests code based on what you're already doing. Plus, it keeps your code secure.
What are the key features of GitHub Copilot?
GitHub Copilot helps by finishing your code in the editor. It's like having a smart helper. A lot of people use it because it makes coding faster.
What are the unique capabilities of Figstack?
Figstack understands and writes code from different languages. It can explain code in plain words and make it run better. It helps save time too by suggesting how to make code simpler.
How does Replit Ghostwriter assist developers?
Replit Ghostwriter gives tips and helps with coding in real-time. It's great with JavaScript and Python but can work with many languages. It's like having a coding friend by your side.
What is the AI-powered approach of Snyk for code security?
Snyk looks at your code and finds places that need fixing. It uses smart tools to check your code's safety. You can use it while you work, making your code better and safer.
How does Sourcery help developers write cleaner and more efficient code?
Sourcery helps make your code better as you write it. It spots mistakes, takes out the extra code, and sticks to the rules. This keeps your code in top shape.
