Agent Output Is Not UX: Rendering Layer Your LLM Pipeline Is Missing
summary
Argues that the missing engineering layer is a typed, versioned rendering contract that enforces a fallback for unknown content types so new model outputs degrade gracefully; demonstrates stream into typed components by progressively rendering product cards, comparison modules and follow-up prompts so UI assembles as chunks arrive; describes a Backend‑for‑Frontend that absorbs model unpredictability and preserves conversational context; stresses mobile reality at hundreds of millions of installs and the rule that you cannot meaningfully patch the client.
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chapters (9)
- 0:00Agent output vs UX gap
- 1:03Rendering layer for AI products
- 3:11Generative UI and ATUI spec
- 4:55Model control in UI generation
- 5:59Pipeline for AI-driven UX
- 6:22Rendering contract pattern
- 8:48Streaming UI components pattern
- 11:36BFF backend for frontend pattern
- 13:23Key takeaways
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