How would you design human approval for consequential agent actions?

Pauses durable execution with a clear action preview, verifies approver authority, handles expiry and changed state, and resumes idempotently.

1Say itAnswer out loud first

2CompareCompare with Core answer

3RefineRefine with Stronger and Advanced

TL;DR

The agent proposes a fully specified action, and the application pauses before execution. The approval screen shows the target, important arguments, consequence, and supporting context in user-readable form. The application verifies that the approver has authority, records the decision, and executes only the approved action through the normal service boundary.

Full answer below

Practice focus

Human-in-the-loop design, approval integrity, durable pauses, authorization, and race conditions.

Answer first

Answer path

Core answer first, then checkpoints toward a stronger answer.

Start
Core answer
Start here. This is the direct spoken answer to practice first.
Overview
Approval is meaningful only when the person sees the exact action and the system revalidates it before execution.
The agent proposes a fully specified action, and the application pauses before execution. The approval screen shows the target, important arguments, consequence, and supporting context in user-readable form. The application verifies that the approver has authority, records the decision, and executes only the approved action through the normal service boundary.
Checkpoint
Stronger answer
Optional upgrade with examples, trade-offs, and sharper phrasing.
Approval requests have stable IDs, expiry, one-time use, and hashes or versions for material arguments. If the resource, price, recipient, permission, or plan changes, the old approval is invalid and a new preview is required. The paused run is durable so process restarts do not lose the request or execute it twice. Rejection and timeout are explicit workflow outcomes.

Review signals

Use these to catch weak phrasing, shallow reasoning, and risky claims.

Common mistakesCandidateCommon mistakesMistakes that weaken the answer or signal shallow understanding.Open details

Details

Asking approval before the action arguments are final.
Allowing approval to survive material state changes.
Using a simple chat reply as the only approval record.

How would you design human approval for consequential agent actions?

Practice focus

Answer path

Overview

Review signals

Follow-up prompts

Continue practice

Next in path

Tech stacks

Skill areas

Human editorial direction

Was this drill useful?

Found this answer useful?