In the age of AI agents, software architecture shifts from imperative coding to defining strict system constraints and verification loops that ensure autonomous agents remain safe and can make better decisions. By prioritizing "Constraint Oriented Architecture" over simple prompting, engineers move from manual execution to high level system design, ensuring AI output meets rigorous business and safety requirements.