Why do AI agents need human approval?

02 · See it in action

Follow the steps

1. Separate preparing an action from executing it.
2. Store the proposed payload with a unique ID.
3. Show the exact details to the authorised reviewer.
4. Execute the approved payload once and record the outcome.

Worked example

Proposal #42
Action: send webinar reminder
Recipient: learner@example.test
Text: [exact approved reminder]
State: pending -> approved -> sent

Read the example once, then explain each part aloud in your own words. If it includes Python, you can understand the idea first and run the code later in a local Python environment. Code is shown as text; this page does not execute it.

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