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run_agent_headless records each unattended run under its endpoint; the scheduler passes its run id and the webhook worker its task id so Logs rows can find their trace, while the LLM's own request id stays untouched for quota counts. /api/search and MCP search_docs record their retrieval, and a graph build records every extraction call under one step.