The Open Source Bridge: An AI-Powered Engine for Your Next Major Contribution

This is a submission for the DEV Weekend Challenge: Community The Community I built this for the aspiring developer community — specifically the students, recent graduates, and early-career engineers who are often overwhelmed by the sheer scale of the open-source world. As a recent Master of Science in Computer Science graduate from the University of Kansas and a Data Analyst, I have seen firsthand how difficult it is to find that first meaningful contribution that actually helps build a professional portfolio. This project serves the community of developers who want to transition from academic learning to shipping real-world code by bridging the gap between raw data and actionable contribution opportunities. What I Built The Open Source Bridge is an AI-driven discovery engine designed to eliminate "contribution paralysis". While many platforms list "good first issues," they often lack context or include stale data. My app uses a custom-built Bridge Score algorithm to rank issues based