Agentic UX
After the agent acts

Action Audit & Undo

A clear history shows what the agent changed and offers undo or restore when possible.

When to use

Without recovery, one bad action can destroy trust.

Example scenario: IDE agent sends invoice email; 8-second undo toast plus checkpoint restore in chat.

Anatomy

UI pieces that make this pattern recognizable.

  • Chronological action list with timestamps and actors
  • Per-action Undo or Restore checkpoint
  • Time-limited undo for irreversible ops (send, purchase, deploy)

Guidance

Do

  • Undo must be faster than re-doing the task manually
  • Show what will be reverted before confirming

Avoid

  • Do not ship an audit log without any recovery path
  • Do not let undo silently fail for external side effects

Limitations

When this pattern adds friction or fails to help.

  • Undo cannot retract external side effects (email sent, payment captured)
  • Long audit lists without filters are hard to scan after long runs
  • Checkpoints increase storage and complexity for builders

Build notes

Implementation hints for engineers shipping the pattern.

  • Pair external actions with compensating transactions where possible
  • For code agents, bind undo to VCS or checkpoint snapshots

Examples

Annotated screenshots from production products, with designer critique.

Replit Agent

Checkpoint with rollback

Replit Agent checkpoint card showing message and action counts with Rollback here, Changes, and Preview
Context

After a long agent run, Replit surfaces a checkpoint card summarizing scope (23 messages, 84 actions), a human-readable change title, timestamp, and explicit Rollback here, Changes, and Preview actions—recovery is first-class, not buried in settings.

What works
  • Action volume is visible before the user commits to rollback
  • Rollback, diff, and preview are peer buttons—not a single destructive default
  • Checkpoint title describes outcome in plain language, not file paths only
What to improve
  • Per-action undo inside the 84 actions is not exposed on this card
  • Rollback impact on env/DB should be summarized before confirm

Takeaway: Dev agents should bind trust to named checkpoints with one-click restore—chat transcripts alone are not an audit trail.

Replit Agent

Replit Agent

Per-step action counts in chat

Replit Agent chat showing numbered action summaries after each agent message during a fix workflow
Context

During an Expo/React Native fix, Replit annotates each agent turn with a compact action ledger (e.g. 5 actions, 2 actions, 11 actions) and icon hints for edits, terminal, and reasoning—users can scan what happened before the run ends.

What works
  • Action counts chunk long runs into inspectable steps
  • Counts sit on the same timeline as narrative agent messages
  • Icon strip hints at action types without opening a full log
What to improve
  • Counts are not individually undoable from the chip
  • Expanding a step to see file-level diffs may take extra clicks

Takeaway: Pair in-run action summaries with checkpoint rollback—users need both mid-run scanability and post-run recovery.

Replit Agent