The approval queue pattern: putting a human in the loop without putting them in

<p>Four agents entered an infinite loop in November 2025. They ran for 11 days. The bill was $47,000. Nobody noticed until it was over.</p> <p>The team was running a market

<p><strong>Most teams building AI agents treat manual override queues as a last resort, a safety net for when the agent goes off the rails. That view keeps agents locked in

<p>A good <strong>human in the loop for AI email</strong> is more than a confirmation dialog on every draft. You want controls that make a wrong send cheap to undo, cap how far it