
AI products need honest progress, not spinners
A spinner says something is happening. A status line that says searching your documents, reading 12 matches, drafting summary says the right thing is happening.
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A spinner says something is happening. A status line that says searching your documents, reading 12 matches, drafting summary says the right thing is happening.

UX patterns for AI agents: delegation, supervision, interruption, and the trust signals that make autonomous features feel safe.

Users will not delegate to a system they cannot supervise. Scope preview, legible progress, and easy undo are the load-bearing patterns.

Model responses take seconds, not milliseconds. These streaming and progressive-rendering patterns keep AI products feeling responsive.
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