One giant agent creates unmaintainable spaghetti logic. Break systems into role-specific components instead—distinct layers for perception, reasoning, planning, memory. Modular architecture makes failure modes visible and fixable. You can measure each component independently, improve specific capabilities, understand exactly where breakdowns occur. Complexity becomes manageable through separation.