Are you pursuing b tech artificial intelligence and considering job roles in software development? Expertise in AI tools is a must-have skill to do so in the current ever-evolving AI era and its integration across industries and departments, including software development. Numerous AI tools are available in the market, and it is pretty overwhelming to decide which is better for your specific learning and industry needs.
We crawled the web and shortlisted the top AI tools you must understand and develop expertise in for a promising career in high-tech artificial intelligence. For a premier institute to pursue your dreams, we suggest Chanakya University. Visit the website to learn why.
Let’s proceed with the top AI tools for your quick reference.
AI Tools for Augmented Software Development: Coders’ All-Season Assistant
GitHub Copilot
GitHub Copilot is an AI-powered coding assistant that supports multiple programming languages such as C++, TypeScript, Python, JavaScript, and Go. Trained on extensive datasets from public code repositories and other sources, it can generate helpful code suggestions. Copilot also helps identify poor coding practices and offers recommendations for improvement.
Features
- Code generation and navigating through programming languages and frameworks
- AI-based suggestions and multiple integrations
- Supports code editors such as Visual Studio Code, JetBrain’s IDE, and Neovim
- Supports faster code completion
Tabnine
Tabnine offers code suggestions and autocompletion features that help developers write high-quality code more efficiently. Powered by large language models trained on extensive open-source codebases, Tabnine analyses code in real time to detect mistakes and errors as they occur. This proactive approach reduces the need for later revisions, allowing developers to maintain error-free code as they write.
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Features
- Customised code and suggestions
- Accurate code completion as per the prompts given
- IDE integration with popular editors such as IntelliJ, PhpStorm, Android Studio, VS Code, and Eclipse
- Technical documentation and unit test generation
- Supports multiple programming languages
OpenAI Codex
OpenAI Codex is a versatile AI model that translates natural language instructions into code. Beyond code generation, it assists with tasks such as reviewing code, creating technical documentation, adding comments to code, converting comments into executable code, and discovering relevant APIs and libraries. While proficient in Python, OpenAI Codex also offers some support for languages like Swift, Perl, and PHP.
- Code refactoring and code linting
- Informational retrieval and language translation
- Fine-tuning and data analysis
Sourcegraph
Sourcegraph, an AI-enhanced coding platform, streamlines the process of writing, editing, and reviewing code. With features like Cody for code creation and maintenance, and Code Search for comprehensive codebase navigation from a single point, it boosts developer productivity. Sourcegraph also offers in-IDE assistance by answering technical questions and generating contextually relevant code.
Programmers prefer this for large codebase management. Its core features include;
- Code exploration, auto completion
- Auto-generation of unit tests
- AI-powered chat
- Vulnerability detection
Replit
Replit is a leading platform for collaborative coding. Its online editor features an AI assistant for code writing and application deployment. The platform supports over twenty programming languages, including Kotlin, Rust, Golang, HTML, CSS, Haskell, R, and Elixir, facilitating seamless teamwork.
Other Leading AI Tools for Software Development
- Codinga
- Sourcery
- Synk
- Hugging Face
- Amazon SageMaker
Conclusion
Integrating AI tools can enhance productivity and the quality of the final product. These tools minimise errors, speed up development processes by automating manual tasks, and power up the developer’s workflow. Learn about the latest AI tools for software development at Chanakya University, among the top universities in India for engineering, and become future-ready developers with AI skills. Let the magic of AI+HI unleash.
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