MANABI helps students and developers find real-world problems to build (from
governments, companies, and hackathons), claim them, link a GitHub repo for
auto-tracked progress, talk to a catalog chatbot, and practice production-style
and real ML questions.

One service: FastAPI serves the built React app from frontend/dist at /
(with SPA fallback) and keeps every API route under /api. No nginx needed —
put your platform’s TLS / load balancer in front of uvicorn.