Retrieval-augmented generation (RAG) is powering a new breed of AI interfaces — but with great flexibility comes messy state. In this talk, we’ll dive into the real-world challenge of managing UI state in apps powered by generative backends. You’ll learn practical patterns to track sources, follow user intent, and tame AI responses, all without reinventing your frontend architecture.