The success of cloud-native development has been driven not primarily by Microservice Architecture (MSA), but by the software engineering principles that underpin it. Software engineering is evolving into executable governance that directs and constrains the behavior of AI agents. CI/CD serves as the execution platform that continuously validates and enforces this governance.