Building a Multi-Agent Team Compatibility Engine with LangGraph & Claude | GitSyntropy Demo
Can we predict human collaboration using GitHub data?
Walkthrough of GitSyntropy: an end-to-end platform built with a FastAPI backend and an Astro/React frontend. I break down how the system uses variance-based weighted scoring to move past "vibes" and into concrete behavioral science.
Key Technical Highlights:
Multi-Agent Orchestration: How LangGraph manages GitHub analysis and synthesis.
Data Engineering: Extracting chronotypes and collaboration indices from GitHub API.
Architecture: Real-time streaming via WebSockets and selective hydration with Astro Islands.