bd-software-architecture

You can enforce one-way dependencies by drafting an architecture map that defines feature boundaries and data flow before implementation. This policy-driven framework separates Presentation, Use Cases, Repositories, Services, and Data Sources to reduce coupling.

Domain-driven layered design maps responsibilities and enforces boundaries between presentation, use cases, and data sources. You need it during refactoring or feature design to prevent circular dependencies and ensure maintainable, scalable software architectures.

Yes, this architectural pattern framework applies across mobile, web, backend, AI/ML, and CLI projects. It provides a disciplined approach to structuring software features and guiding data flow regardless of the specific platform.

The best way to prevent circular dependencies during architectural reviews is to apply a policy-driven framework enforcing one-way dependencies. Mapping responsibilities and ensuring clear separation between layers helps eliminate circular coupling.

To structure software features and reduce coupling, enforce clear separation between presentation, use cases, repositories, services, and data sources. This layer separation guides data flow effectively and improves overall code quality and maintainability.