Sourcery

Sourcery is an automated code review tool that leverages generative AI to provide instant feedback on code changes in pull requests. It aims to accelerate the code review process, enhance code quality, and boost development velocity.

Key features:
- Instant AI-powered code reviews: Sourcery analyzes pull requests and provides a summary of changes, high-level feedback, and line-by-line suggestions and comments.
- IDE coding assistant: Sourcery can be used as an automated pair programmer in IDEs like PyCharm and VS Code, assisting with code understanding, unit tests, docstrings, and code optimization.
- Code refactoring: Sourcery refactors code to improve readability and adherence to best practices and standard coding rules.
- Security checks: Sourcery identifies potentially dangerous code and flags issues early in the development process.
- Customizable settings: Users can specify Python versions and configure settings to suit their needs.

How it works:
1. Sourcery integrates with GitHub and GitLab repositories.
2. It analyzes code changes in pull requests and provides instant feedback.
3. Sourcery uses AI to generate code reviews, ensuring high-quality feedback.
4. Users can interact with Sourcery through its web app, IDE integrations, or command-line interface.

Integrations:
- GitHub: Supports public and private repositories.
- GitLab: Integrates with GitLab repositories.
- IDEs: Integrations with PyCharm and VS Code, with more editor integrations planned.

Use of AI:
Sourcery employs AI to generate code reviews, refactor code, and provide intelligent suggestions for code improvements.

AI foundation model:
Sourcery utilizes OpenAI and Anthropic large language models (LLMs) to power its AI-driven code review and refactoring capabilities.

How to access:
Sourcery is available as a web app and has integrations with IDEs like PyCharm and VS Code. It also offers a command-line interface for users who prefer working in the terminal.