Is your Python code becoming an unmanageable ruin of deep inheritance and unnecessary classes? Many developers fall into the trap of over-engineering, creating 'masquerading classes' that should simply be functions. We explore how to modernize your architecture by favoring composition over inheritance and utilizing clean abstractions like Protocols to restore order to your codebase.