Why Most AI Agents Fail in Production Systems: A Systems Perspective

AI agents fail in production systems not due to model intelligence, but because of systemic issues from a systems engineering perspective. These include fragmented visibility caused by poor observability architecture and the lack of explicitly defined architectural elements crucial for machine interpretability.