Why Local AI Stacks Get Hard Fast: Ollama, FastAPI, Vector Search, and the Operational Tradeoffs Nobody Mentions !!!

Introduction I used to think local AI architecture was one of those rare wins in engineering that looked simple on paper and actually stayed simple in practice. You run a model locally with Ollama, ex