Why it matters

Progress shapes patience + trust. Understanding shapes design.

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The architecture

Emit status events.

Display current step + tool.

Estimated time.

Cancel option.

Progress indicatorsStatus eventsstep / tool / etc.Displaycurrent + progressCancel optionuser controlConcrete status better than generic spinners; show what's happening
Progress indicators.
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How it works end to end

Structured status events.

Tool call display.

Estimated time (with variance).

Cancel always.