Human-in-the-loop for AI agents: approval patterns that actually scale
How to keep humans in control of AI agents without approving every click: risk-based routing, approval gates, confidence thresholds, sampled review, escalation design, audit logs, and how to loosen oversight safely over time.
Agents9 min
