Building an AI Side Project That Actually Ships — Lessons from Shipping 3 MVPs

I remember the exact moment my first AI side project died. It was 3 AM, I had just spent two full weeks building an elaborate RAG pipeline with vector databases, custom embeddings, and a fine-tuned mo...