agent tool fan out

The agent tool fan out tag on WindowsForum.com covers the risk of AI agents spawning excessive tool calls when poisoned or untrusted material steers an automated research task. A Forcepoint simulation reported by SC Media illustrates the concern: without application-level limits, one run reached 500 tool calls and a simulated $10 cost, while safeguards stopped it at a single call costing $0.02. The figures come from a controlled experiment, not an observed breach. The practical takeaway for enterprise developers and administrators is execution budgets and stopping behavior that contain runaway agent tool use before it becomes a billing or security problem.