Architecting Order: The Layered Governance Blueprint for AI Systems

As AI integration increases system complexity and unpredictability, developers must shift from model-centric optimization to structural constraints. This methodology ensures reliability by strictly defining AI's role and enforcing unidirectional semantic flow, preventing systems from collapsing into architectural entropy.