Series

AI Interface Foundations

Four posts that build on each other: chat as a surface, structured outputs and components, trust boundaries, and durable workflows. From working model to working product — much of that work lives in the interface.

4 parts
  1. Part 1

    Chat is a surface, not the product

    Why AI products should treat chat as an entry point into structured UI, workflows, and decisions.

    Published date:
  2. Part 2

    Structured outputs need structured interfaces

    How schemas, components, and model responses work together to make AI interfaces predictable.

    Published date:
  3. Part 3

    Trust boundaries in AI interfaces

    A practical way to separate suggestions, generated artifacts, and user-approved actions in AI products.

    Published date:
  4. Part 4

    From prompt box to workflow

    How AI products can evolve from single prompts into durable workflows with memory, checkpoints, and state.

    Published date: