Unverified50% confidenceSolutionExact time
The tiered tool permission design categorizes agent-callable tools by the irreversibility of their side effects into a read-only layer, a reversible write layer, and an irreversible write layer, with HITL approval triggered only for the latter two layers.
1
Sources
50%
Confidence
Long-term
Relevance
7/24/2026
First Seen
Sources
AI Agent高危操作人工审批：如何设计可靠的Human-in-the-Loop机制
redditr/LangChain7/12/2026
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