Most generative AI projects look impressive in a demo but fail in the real world. This session moves beyond the hype to offer a practical, engineering-focused playbook on the architectural patterns and hard-won lessons required to take your LLM application from a cool prototype to a scalable product serving thousands of users. We'll uncover the unglamorous but essential truths about observability, routing, and a production-first mindset.