Unverified50% confidenceTradeoffExact time
Manually adding custom fields in LangGraph's State to record model IDs, costs, and error types is flexible and controllable, but requires manual instrumentation at every node that may fail, resulting in high maintenance costs.
1
Sources
50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
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