Introduction
Jump to...
- How are developers using AI tools?
- 6 Best AI tools for software developers in 2023
- Finding the right AI tool for your productivity
Artificial intelligence (AI) tools are creating endless possibilities to increase efficiency, productivity and simplify day-to-day operations.
The artificial intelligence industry is expected to grow to up to $2 trillion by 2030, only seven years from now, according to this report from Next Move Strategy Consulting.
We've seen a rise in the creation of AI tools to assist and speed up the software development life cycle. While this is exciting news, it also means that things are about to get very competitive.
Want an AI tool that can build runbooks and process documentation for you? Scribe enables developers to build step-by-step guides in seconds.
So how are developers using AI tools?
Developers are turning to AI tools to automate repetitive tasks, save time and get intelligent assistance.
As a developer, regardless of your stack levels, AI tools will:
- Suggest codes.
- Autocomplete code in any programming language.
- Debug or clean your code.
- Test it to make sure it works.
Most of these AI tools integrate with popular code editors or software used in development.
These tools can vary in usability, so we've put together a list of the best AI tools for software developers.
Top 6 AI tools for software developers in 2023
- Scribe: AI-powered process documentation tool
- Tabnine: AI-powered code completion tool
- GitHub Copilot: AI-powered code completion and prediction tool
- Otter.Ai: AI-powered meeting and transcription tool
- DeepCode AI: Bug detection and code analysis tool
- Amazon CodeGuru: Code review assistant
- FlexClip: Video production
Let’s explore the top tools in each category.
1. Scribe
G2 rating: 4.8 out of 5.0
Pricing: Free plan available; Pro Plan starts at $23 for individuals and $12 for teams.
Scribe Overview:
Scribe is an AI-powered writing tool for developers to create, manage and maintain documentation.
There are many ways to enhance your workflow as a developer with Scribe and its easy-to-use features.
For example, you can use Scribe to capture your step-by-step workflow and processes in real time and create a reference guide for yourself and others to follow.
You can also use Scribe to create directories, tutorials and walkthroughs that provide insights into your coding strategies and techniques for educational purposes.
Here's an example of a Scribe once user created that shows you how to update Github repository.
Ultimately, Scribe is designed to work while you work, so you can create visual documentation in seconds. Identify and troubleshoot issues, train your colleagues and answer questions with a tool that does it all for you.
Easily capture, edit and share Scribes with your team and other stakeholders.
Users are choosing Scribe for:
- AI-powered step-by-step guides with annotated screenshots.
- Customizable text, steps and images.
- One-click sharing and easy-embed.
- Auto- and smart-redaction.
- Easy feedback tools to ensure you’re always using best practices.
- Enterprise-grade security and controls.
- Browser extension and desktop app.
What our users are saying about Scribe:
"I have made Scribes as onboarding guides, as a tool to teach non-technical teams and external vendors how to test features pre-release (which in the past, we had to hop on a meeting to discuss), to create training materials, etc. All-in-all, it's a very easy to use tool that has saved our teams a lot of time!" — Claire Mai C., Product Manager
Generate AI-powered developer documentation ➜
2. Tabnine
Capterra rating: 4.3 out of 5.0
G2 rating: 4.2 out of 5.0
Pricing: Free for the Basic Plan code completion; $12 per month per user on the Pro Plan.
Tabnine Overview:
Tabnine is an advanced AI-powered tool that's popular in developer communities. It leverages machine learning algorithms to autocomplete code and effortlessly converts natural language descriptions into functional code.
Tabnine works as a code assistant and can learn your coding habits to predict what you intend to code and provide valuable suggestions Over time the tool can personalize and suggest code like you would. Its ability to offer contextual code suggestions sets it miles ahead of other AI tools.
It also works perfectly with major programming languages such as JavaScript, Python, TypeScript, PHP, C/C++, HTML/CSS, and React.
The tool also has a lot of range, so whether you are working on a web development, data science, or mobile app development project, you'll still get quality output.
Tabnine users also like its privacy and security features. It also offers integration with popular Integrated Development Environments (IDEs) like Visual Studio Code, IntelliJ, Sublime Text, and Atom.
3. GitHub Copilot
Pricing: $10 per month/$100 per year for individuals; $19 per user per month for businesses
GitHub Copilot Overview
Github Copilot is powered by OpenAi CodeX, an AI system developed by OpenAI and trained on diverse data from multiple sources. This AI tool auto-generates and auto-completes code snippets, and this works in two ways:
- Start writing the code, and the tool completes it for you by auto-suggesting.
- Tell it what you want to build in natural language, and it generates the code for you.
The tool makes suggestions by picking up context from your current or related code files. It can understand and deliver codes in all programming languages.
You can integrate Github Copilot into your preferred coding tools like visual studio code or other common IDEs.
Another time-saving feature on GitHub Copilot is that you can use the tool to test your code, select code to perform different actions and review existing code.
The tool also understands and translates code into multiple languages, making it easy for developers who do not speak English as their first language to use the tool.
Some developers have fondly referred to Github Copilot as a collaborative AI assistant for speeding up the coding process.
Some users have expressed that one drawback is that Github Copilot sometimes suggests some buggy code and insists on using the wrong code when you try to correct it.
Another disadvantage is that it might have minimal output or suggestions for specific programming languages. This will depend on the level of popularity or data available for that programming language.
4. Otter.ai
G2 rating: 4.1 out of 5.0
Capterra rating: 4.5 out of 5.0
Pricing: Free plan offers 300 minutes per month with a 30-minute limit per conversation. Paid plan starts at $16.99 per month.
Otter.ai Overview:
Otter.ai is a speech-to-text transcription AI tool that helps capture meeting notes. As a developer, you likely have to hop on many calls or many meetings, some planned and others impromptu. No one loves long stand-up or scrum sessions, especially when it's not clear what the highest priority task.
You can better capture and organize information from multiple meetings with Otter.ai. It works by joining the discussion or call and transcribing the audio it hears. This allows you to easily check meeting notes. The tool can also accurately summarize action points.
One of its core features is the mobile app. You can also upload personal audio from your files, which will automatically transcribe them accurately.
But the most game-changing use of this AI tool? It can attend your meetings, so you can listen whenever you have time. This feature is available through the Otterbot, which can be connected to your Google calendar. It automatically joins your meetings and outlines upcoming meetings in the correct order.
There are a few drawbacks. The AI tool can have issues with understanding non-native English accents, transcribing the wrong words and struggling to separate background noises during transcription.
5. Deepcode AI
No reviews on G2
No reviews on Capterra
Pricing: Free for up to a team of 30 developers
DeepCode AI Overview:
Writing code manually, like with regular writing, can have mistakes occasionally. This is what Deepcode AI fixes.
Deepcode AI allows developers to write cleaner code and increase the quality of the code base. It uses machine learning to spot flaws in code and clean them up. It works with all programming languages and is extremely fast in spotting irregularities in code writing.
The platform also encourages collaboration, allowing team members to share, review code and receive feedback and recommendations directly.
The tool identifies potential bugs and vulnerabilities in a code and notifies you of bugs in real time with guides on how to fix them.
Deepcode AI can integrate with other code editors or can be used as a stand-alone platform.
6. Amazon CodeGuru
G2 rating: 5.0 out of 5.0
Capterra: No rating on capterra yet.
Pricing: 90 days free. Pay-as-you-go pricing model
Amazon CodeGuru Overview:
Amazon CodeGuru is an AI-driven code review tool built and managed by Amazon Web Services (AWS). It uses machine learning algorithms to provide intelligent recommendations and identify areas for code optimization. The tool helps developers enhance code quality by detecting bugs, security vulnerabilities and reviewing code.
Developers can use Amazon CodeGuru to accelerate the software development process, reduce manual code review efforts and optimize application performance. This helps software development teams deliver higher-quality software and maximizes resource utilization.
Like most AI developer tools, CodeGuru can be integrated with popular IDEs like IntelliJ IDEA, Eclipse and Visual Studio Code through plugins and extensions.
However, CodeGuru currently supports only Java and Python programming languages.
7. FlexClip
Capterra rating: 4.6 out of 5.0
G2 rating: 3.8 out of 5.0
Pricing: The free plan offers 720p HD downloads for videos of up to 10 minutes. The Paid plan starts at $9.99 per month, billed yearly.
FlexClip is an innovative AI-powered tool that is popular in developer communities. Developers are often engaged in complex coding and problem-solving tasks. The FlexClip video maker tool significantly reduces the time and effort required to create engaging videos. It automates many time-consuming aspects of video production, allowing developers to focus more on their core technical work.
Furthermore, developers often need to communicate their ideas, projects, or solutions to a broader audience. Video content is a powerful medium for clear and concise communication. FlexClip AI video maker enables developers to convey complex technical concepts visually, making it easier for them to share insights, tutorials, and project updates with fellow developers or the wider community.
By making a wide range of preset templates accessible to all, FlexClip empowers developers from all backgrounds to craft impactful videos. In this year's update, it has integrated advanced AI features including Text to Video, AI Video Script, AI Image Generator, Text to Speech, Auto Subtitle, and AI Background Remover.
Finding the right AI tool for developer productivity
With the continued innovation in AI frameworks for developers, there have never been more options to help you automate repetitive tasks and save time. Try out some of the recommended tools mentioned in this blog and see how they can enhance your development process.
One thing that will be at the very core of software development? Process documentation.
Try Scribe for free and use the power of AI to take your projects to the next level!
