Why Stateless Architectures Doom Enterprise AI—And How to Build for Scale

Production AI systems consistently fail not due to language model limitations, but because stateless architectures cannot maintain user context or handle concurrent requests. By combining LangGraph's persistent state graphs, FastAPI's async runtime, and PostgreSQL persistence, teams can build AI agents that scale reliably, remember conversations across sessions, and survive real-world production traffic.