The Invisible AI Agent Cost Trap: Why Your Infrastructure Budget Disappears Overnight

Autonomous AI agents create invisible, exponential cost escalation through token overflows, cascading API calls, and hallucination loops—a crisis traditional monitoring fails to catch. Without built-in cost awareness and real-time instrumentation, infrastructure budgets can collapse in hours, making financial visibility and cost-aware agent design essential for anyone deploying autonomous systems at scale.