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Agent runs with multiple tool calls require 100% trace sampling because head-based sampling drops entire span trees. A single agent execution with 7 tool calls produces 11 spans that all disappear if the root transaction is sampled out. The Vercel AI SDK emits critical spans lost at 10% sampling.
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