Tag · 2 posts
A step-by-step tutorial for LangChain's HumanInTheLoopMiddleware: pause an agent before risky tool calls, approve, edit or reject each call individually with the new per-call interrupt mode, add conditional approval rules and resume safely.
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.
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