implementation

What are approval gates for AI agents?

Answer:

Approval gates are checkpoints where an agent must receive a human decision before executing a risky tool/action.

The full story

Approval gates are explicit checkpoints that block risky actions until a human says yes.

Practical guidelines

  • Gate specific tools (e.g., payments, deployments).
  • Make the proposal explicit and reviewable.
  • Require an allow/deny signal before proceeding.

A good rule: start conservative, measure outcomes, then expand autonomy where the data supports it.