Human-in-the-Loop Approval Design

An agent gets risky at the moment its recommendation becomes an outbound call

A devops.com walkthrough puts the fix in ordinary change control rather than model tuning, and its simulation shows what blind retries cost once a timeout leaves the outcome unknown to the caller.