[KongchangAI]
Unverified50% confidenceSolutionExact time

Making the approval gate a separate graph node (tool_gate) avoids re-executing the work node's LLM call on resume, thereby preventing duplicate billing.

1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen

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