AI Agent Runaway Costs and Operator Bankruptcy

Implement strict cost controls, rate limiting, and resource quotas before deploying agents with infrastructure access. Use monitoring and alerting to detect anomalous spending. Consider sandbox environments and gradual permission escalation. Establish hard caps on API calls, compute resources, and network operations.