AI agents deployed in production require structured process engineering rather than flexible ad-hoc workflows

According to NoMoreHappyPath, a founder tested Claude as an AI agent building a real commercial real estate analysis platform (Acremuse) deployed with actual investors and discovered that production AI agents require structured processes and cannot rely on happy-path assumptions. The experience revealed gaps between experimental agent capabilities and commercial deployment requirements.