
Wanted to make open-source contributions feel competitive and social. No global leaderboard — the focus is on personal, meaningful 1v1 races against friends, colleagues, or anyone on GitHub.
Monorepo with React 19 and React Router v7 on the frontend, Hono as a lightweight REST API on the backend, Drizzle ORM with PostgreSQL for data, Three.js for a 3D Hyperspeed landing animation, and Vite for dev tooling. Deployed on Vercel with serverless functions and cron jobs for daily GitHub data ingestion.


Blending multiple GitHub data sources. Accurate commit counts required pulling from GitHub Archive, GraphQL, and the Events API — each with different coverage, latency, and rate limits. Also handled cold-start crashes with @vercel/og image generation and StrictMode double-mount issues with the Three.js Hyperspeed animation.
Building a social product around real data is harder than building the features — the data pipeline (ingestion, deduplication, accuracy) ended up being the core challenge, not the UI.