ASOS Sean Coyle Mar 11, 2025

Android Clean Architecture: Understanding the Domain Layer

Article Summary

Sean Coyle from ASOS breaks down the most misunderstood layer in Clean Architecture. If your ViewModels are bloated and your business logic is scattered everywhere, this deep dive into the Domain Layer will change how you structure Android apps.

This comprehensive guide explores the Domain Layer in Android Clean Architecture, explaining how Use Cases, Repository interfaces, and domain models work together to encapsulate business logic. Sean shares battle-tested practices from ASOS's production codebase, covering everything from threading strategies to dependency injection patterns.

Key Takeaways

Critical Insight

A well-structured Domain Layer with focused Use Cases keeps business logic testable, reusable, and completely decoupled from UI frameworks and data sources.

The article reveals why ASOS restricts all data access to go through Use Cases, even for simple fetches, and how this decision impacts their modularization strategy.

About This Article

Problem

Android apps become harder to maintain as they grow. Tight coupling, duplicated logic, and fragile unit tests slow down development. Teams need clearer separation between architectural layers.

Solution

Sean Coyle's Domain Layer approach puts business logic in Use Cases that can be invoked directly. Repository interfaces keep data access separate, and Dispatchers.Default handles CPU-intensive work. This keeps business logic independent from UI and data sources.

Impact

When data access goes through Use Cases and teams apply API/Implementation modularization, like ASOS did, business logic stays consistent across the app. ViewModels become easier to test without mocking Repositories. Modules depend less on each other, which makes the codebase easier to scale over time.