Best AI Tools for Developers !!
AI tools can increase software development productivity and efficiency while saving time and money.
- ) GitHub Copilot
GitHub Copilot is an AI developer tool that generates coding suggestions from natural language prompts and integrates with several popular coding editors for added convenience.
Features of GitHub Copilot
— Supports many popular programming languages like Ruby, Python, Java, JavaScript, and TypeScript
— Integrates with well-known integrated development environments (IDEs) and frameworks
— Test generation
— Vulnerability filters
— AI Code suggestions
Developers who feel stuck or are unsure the best course of action for a block of code can use GitHub Copilot’s AI code generation suggestions and abilities to get unstuck and start writing code quickly.
The support for multiple programming and natural languages ensures no one gets left out in the cold and that programmers can create codebases in more than one language, increasing extensibility. In addition, developers can save plenty of time thanks to the speed at which Copilot generates code when compared to manually creating code.
Cons of GitHub Copilot
Weaknesses of GitHub Copilot include:
— Sluggishness compared to other AI solutions
— Limited debugging built-in
— Cost
While GitHub Copilot can increase coding speed compared to manual generation, some feel it is a bit slow compared to other AI code assistants in its class. Built-in debugging could be more robust as well, though they should suit the needs of most citizen developers, small teams, and more experienced developers.
Finally, the lack of a free plan could prove costly for developers with limited budgets, though you should always weigh this against the savings in coding time.
GitHub Copilot has a free trial and two pricing plans:
Individuals: $10 monthly.
Business: $19 per user per month.
LINK: https://github.com/features/copilot
2. ) Amazon CodeWhisperer
Amazon CodeWhisperer is an AI code generator that helps developers build secure applications faster via code snippet and full-function suggestions and security scans.
Features of Amazon CodeWhisperer
Amazon CodeWhisperer’s highlighted features include:
— Artificial Intelligence code suggestions
— Security and vulnerability scanning
— Support for multiple languages
— IDE integrations
— AWS APIs support
— Cloud services and software library suggestions
Amazon CodeWhisperer supports 15 programming languages, plus integrates with popular IDEs like IntelliJ IDEA, VS Code, and AWS Cloud9. As an Amazon product, the platform also integrates with AWS APIs and is optimized for products like Amazon EC2, AWS Lambda, and Amazon S3 storage.
The fact that the AI tool was created with security in mind and emphasizes vulnerability adds peace of mind to the development process and adds a layer of protection for product releases. Its versatility with snippets, full-function suggestions, and multi-language support means that coders of all types, backgrounds, and experience levels can benefit from using the software. Finally, individual developers can use CodeWhisperer for free without worrying about a costly subscription.
Cons of Amazon CodeWhisperer
Some disadvantages of Amazon CodeWhisperer include:
— Professional plan cost
— Code suggestion accuracy is reportedly spotty
— Productivity can be affected by some features.
Pricing of Amazon CodeWhisperer
Amazon CodeWhisperer is offered in two pricing tiers:
— Individual: Free for individual developers.
— Professional: $19 per user per month.
LINK: https://aws.amazon.com/codewhisperer/ 👈
3. ) Tabnine
Tabnine is an AI coding tool that emphasizes speed, security, and privacy so software development teams can enjoy increased efficiency while protecting their intellectual property.
Features of Tabnine
Some of Tabnine’s most attractive features include:
— Converts natural language into code blocks
— Support for multiple natural and programming languages
— Intelligent code autocomplete and function suggestions
— IDE and code editor integrations
— Isolated mode for code security.
Do not be surprised if you spot any erroneous coding suggestions when you first start using Tabnine, as it needs time to learn and “warm up” to increase accuracy, as is the case with all AI coding tools. Using Tabnine with JavaScript UI frameworks, in particular, has led to some reported inaccuracies, and the AI programming tool also uses a lot of RAM and processing resources, which may lead to slowdowns in large codebases or on legacy systems.
Pricing of Tabnine
Tabnine has three pricing options:
— Starter: No cost for a single user.
— Pro: $12 per user, per month.
Enterprise: Custom pricing with unlimited users.
LINK: https://www.tabnine.com/
4. ) Android Studio Bot
Studio Bot is a coding companion for Android developers. Powered by artificial intelligence, the programmer tool understands natural language, generates code, teaches best practices, answers development questions, and saves programming time to increase productivity.
Features of Android Studio Bot
Some of Android Studio Bot’s top productivity-boosting features for developers include:
— Chat interface
— Code generation
— Documentation help
— Unit tests
— Ask Studio Bot
Since it understands natural language, developers can converse and interact with Studio Bot via a simple chat interface. 🐈⬛
You can ask simple and open-ended questions about Android Studio and software development, plus ask for help with specific problems. Since it remembers conversation context, you can ask follow-up questions to get even more precise answers.
Cons of Android Studio Bot
Some Android Studio Bot cons include:
— Experimental stage
— Code accuracy
— Can increase coding time
Studio Bot is still in its early days, which can be negative for some users, so some features will likely need improvement and may not work as intended. As with all AI code suggestion software, you must take any answers with a grain of salt and double-check for accuracy. This extra work can keep you from saving time, although accuracy will surely improve in the future.
Pricing of Android Studio Bot
Since Studio Bot is a coding tool still in its experimental stages, it is currently free for developers to try. At the time of this writing, Studio Bot is only available in the United States.
LINK:https://developer.android.com/studio/preview/studio-bot
Thanks in advance 💐
