9 AI Tools Every Software Developer Needs to Try

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9 AI Tools Every Software Developer Needs to Try

1. Sourcegraph Cody — Read, write and understand code
I think about Sourcegraph’s Cody as the next generation of GitHub Copilot. It can understand your entire codebase, code graphs, and company documentation.

2. Mutable — Powerful pair programming and more
Mutable AI is another alternative to the tools above. It’s engineered to work with various popular programming languages and integrates with Visual Studio Code, Jupyter, and GitHub.

3. CollabGPT — AI collaboration companion for software projects
CollabGPT by Stepsize is an AI companion for software projects. It seamlessly integrates with tools like Slack, Jira, and GitHub, providing insightful overviews of your activities and offering strategic suggestions.

The tool uses a complex AI agent architecture, providing long-term “memory” and a deep understanding of the context of your projects.

4. CodiumAI — Test writing
CodiumAI serves as an AI test-writing assistant. It analyses your code, docstrings, and comments to suggest tests intelligently.

5. Mintlify — Get AI to write docs for you
Hands up — who loves writing coding docs? No? Didn’t think so! Mintlify serves as your team’s technical writer. It reads and interprets your code, turning it into a clear, readable document.

6. Readable AI — Never write comments again
Readable AI automates the process of generating comments for your source code. It’s compatible with several popular IDEs, like VSCode, Visual Studio, IntelliJ, and PyCharm, and it can read most languages.

7. Adrenaline AI — Explain it to me
Adrenaline AI helps you understand your codebase. The tool leverages static analysis, vector search, and advanced language models to clarify how features function and explain anything about it to you.

8. Grit.io — Tech debt AI
Grit.io is an automated technical debt management tool. Its prime function is auto-generating pull requests that manage code migrations and dependency upgrades.
9. What The Diff — Your code review partner
What The Diff AI is an AI-powered code review tool. It writes pull request descriptions, scrutinises pull requests, identifies potential risks, and more.