Scaling AI Agents Safely: Fleet Management Reveals Hidden Billing Costs

gh-aw-fleet emerged to solve infrastructure drift across multiple GitHub repositories running Agentic Workflows, but its true significance became clear with the launch of usage-based Copilot billing in June 2026—suddenly the tool became essential for cost attribution and FinOps visibility that traditional per-repo tools lack. For organizations scaling AI agents, this tool bridges a critical gap between operational safety and cost control by providing fleet-wide visibility into deployment state and resource consumption.