Agent supervision is the set of controls used to observe, guide, constrain, and review agent behavior. It includes traces, evals, policy layers, human approvals, monitors, alerts, audit logs, and deployment gates.
Supervision is how teams get useful autonomy without giving up control. The stronger the agent's ability to act, the stronger the supervision layer needs to be.