When I applied Clean Architecture in a new project, I treated it as an engineering process, not a refactor-after-the-fact exercise.

Instead of starting with frameworks or package structures, I began by explicitly identifying the system’s use cases and modeling their workflows at a high level. These early diagrams helped me reason about execution...