AI agent for personalized learning paths
“Production-ready full-stack app deployed on Render and Vercel; 7 GitHub stars, 3 forks; cost from $0 (free tier) to $21/month production”
solo-founder
Why they built it
To create highly customized educational roadmaps combining user preferences with real-time job market data for adaptive AI-powered education
What worked
Hybrid deployment (React on Vercel + Flask/RQ on Render) production-ready; real-time SSE progress tracking + animated glassmorphic UI; popup AI chatbot with 3 modes; RAG with ChromaDB/FAISS for semantic search
What broke or was painful
SQLAlchemy \"no such column\" errors fixed with flask db migrate/upgrade; Windows Flask CLI issues resolved with python -m flask; username caching requiring AJAX hard refresh workaround
The result
Production-ready full-stack app deployed on Render and Vercel; 7 GitHub stars, 3 forks; cost from $0 (free tier) to $21/month production