Guide

Designing UX for AI-powered products

The emerging patterns of AI product design: agent workflows, streaming responses, prompt interfaces, and the trust-building details that separate magical from unsettling.

Agentic workflows

Delegation, supervision, and interruption patterns for products that act on the user’s behalf.

Streaming & latency UX

Making model wait-times feel fast with progressive rendering and honest progress.

Prompt & input design

Helping users express intent with suggestions, templates, and refinement loops.

Trust & failure states

Confidence displays, citations, and graceful recovery when the model gets it wrong.