AI News2026 / 10 / 265 min read

Make Agent Planning Visible: Three Interface Patterns That Build Trust

A researcher argues users cannot trust what they cannot see, so agent planning must be shown, not hidden, and names three interface patterns: shadow preview runs without committing and shows what would happen, replayable execution scrubs through steps like a video player, and retry refactoring reruns only the failed segment. Product teams get a definition of thicker that avoids more buttons: expose the system's intermediate state, the plan, dry-run result and diff. Showing that state is the shortest path to user trust in autonomous agents.

XXingchen Desk· 2026 / 10 / 26 · 5 min read

At a glance

  • 1Planning pays off when users see consequences early
  • 2Shadow previews and replayable runs are key interactions
  • 3Retries should not rerun the whole chain

Why planning must be visible

Users cannot trust what they cannot see. Showing the plan, the dry-run result and the diff is the shortest path to trust.

Three concrete patterns

  • Shadow preview: run without committing, show what would happen
  • Replayable execution: scrub through steps like a video player
  • Retry refactoring: rerun only the failed segment, not the whole chain

Takeaway

A thicker interface is not more buttons — it is exposing the system's intermediate state.

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