Engrain by ByteRush

AIF.03.02 Senior

Generative UI from structured output

Comes up in: Frontend system design, AI system design

This concept is being written. It gets the full five steps — explanation, predict, interview angle, practice with tests, and review cards. Here is exactly what it will cover, so you can study it elsewhere in the meantime.

What it covers

  • structured output (JSON schema) → validated props → known components (never arbitrary code)
  • component registries
  • fallbacks for invalid output
  • streaming partial objects
  • AI SDK UI patterns and RSC streaming (awareness)
  • MCP Apps (interactive UI from MCP servers — facts)

Words you will know

generative UIcomponent registrystructured output

What you will practise

  • model returns a chart spec rendered by your chart component

Interview questions this answers

  • What is generative UI and how do you keep it safe?