#Guardrail

AI Agent Burns Through Thousands of Dollars Overnight? Three Lines of Defense to Prevent Runaway Costs

AI Agents running autonomously can burn thousands of dollars overnight in infinite loops. This article explains three safety defenses—Reflection Loop, Human-in-the-Loop, and Guardrail—to help developers build controllable, recoverable Agent systems that prevent budget overruns and prompt injection attacks.