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The key concept of clean architecture in software development focuses on the separation of concerns to adapt to changes. Typically, clean architecture consists of four layers implementing the separation of concerns, but in practice, it is often seen with three layers: the presentation/UI layer, the domain/business layer, and the data/repository layer. The layer names may vary, but the structure remains important for maintaining a clean codebase.