Code Property Graphs: Enforcing Architectural Integrity Against AI Drift

Generative AI tools have dramatically boosted developer productivity, but they frequently violate Clean Architecture principles by suggesting code in wrong locations or breaking dependency rules. Code Property Graphs solve this through deterministic validation, mapping code structure to block architectural violations before AI generates them. For enterprises, this approach bridges the productivity gains of AI with the discipline required for scalable system design.