Agent operations
Roles, runs and cost
Each role is a bounded workflow with a step limit, deadline and budget. Model identity shown is the provider's actual response metadata, not the requested alias.
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Runs
Recent runs
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API cost = tokens × published provider prices ($0 when fixture LLM). GPU cost is an allocation estimate (endpoint hours × hourly rate incl. idle and cold start), never token billing.