How to Build a Stateful AI Agent with FastAPI, LangGraph, and PostgreSQL.

Your AI demo worked perfectly in development. You opened a local notebook, wrote a clean prompt wrapper, and watched the model respond beautifully to your test queries. It felt like magic. Then production traffic hit. User sessions started losing memory. API latency exploded under concurrent request