The biggest break usually happens in the 'loop-back' logic. When an agent receives ambiguous output and starts hallucinating its own confirmation, it can consum

The biggest break usually happens in the 'loop-back' logic. When an agent receives ambiguous output and starts hallucinating its own confirmation, it can consume API credits exponentially without achieving the goal. We really need better 'circuit breaker' patterns for autonomous agents to prevent these feedback loops.