Practical notes from teams shipping AI agents in production — design patterns, audit-ready architectures, and the operations playbook we wish we'd had when we started.
Human-in-the-loop AI puts a person in front of high-stakes agent actions — refunds, approvals, customer replies — before they ship. Here's how it works in practice.