For the seasoned architect, code generation is not merely a mechanism for velocity, but a primary strategy for enforcing architectural integrity. By treating boilerplate connectivity as a compilation artifact rather than hand-maintained source code, we elevate the system’s definition to a Single Source of Truth—whether that be a database schema, a shared contract, or a domain model.

This approach effectively eliminates the manual synchronization that leads to API drift and type mismatches between distinct layers. Unlike probabilistic AI suggestions, rule-based generation offers deterministic consistency; it mechanically enforces cross-cutting concerns—such as serialization rules, observability hooks, and validation logic—uniformly across the stack. Ultimately, investing in generation tooling lowers the team's cognitive load, shifting focus from implementing plumbing to designing contracts, and transforming the build pipeline into a rigorous enforcer of your design patterns.