System Definition Brings Software Engineering to AI Coding

AI-generated code does not remove the need for software engineering. It raises the abstraction layer. As code becomes easier to produce, engineers must define the system around it: topology, contracts, constraints, evaluation, provenance, approved patterns, and accountability.