Orbis: Turn Any GitHub Repository Into an Interactive 3D Dependency Graph

This project, named "Orbis," is an innovative tool that visualizes the architecture of a GitHub repository in 3D space. It provides developers with an immediate understanding of how modules and dependencies are structured within a codebase without having to read through individual files. Here's a breakdown of its key features and functionalities:

Key Features

1. Multi-Language Support:

   • Supports multiple programming languages including Python, JavaScript/TypeScript, Go, Rust, Java, and potentially others via the neo_parser.py file.

2. Dependency Visualization:

   • Generates an interactive 3D graph that visualizes dependencies between modules in a codebase.

3. Automatic Architectural Issue Detection:

   • Identifies architectural issues such as high coupling, circular dependencies, and god modules with severity ratings and recommendations for improvement.

4. AI-Assisted Insights:

   • An AI assistant (Claude Opus 4.6) provides context-specific insights based on the parsed structure of the codebase.

5. Real-Time Analysis Progress:

   • The FastAPI backend uses SSE streaming to provide real-time progress updates during analysis.

Usage Scenarios

1. **Onboarding onto Unf

Read the full article at DEV Community

---

Want to create content about this topic? Use Nemati AI tools to generate articles, social posts, and more.