python-architecture

To refactor Python class hierarchies using composition over inheritance, move shared logic into base classes like BaseIntegrator, CommandLogger, and AuthResolver to ensure consistent module architecture and reduce code duplication.

When creating new Python modules, apply established design patterns like BaseIntegrator, CommandLogger, and AuthResolver to enforce consistent architecture, handle cross-cutting concerns, and promote code reuse across the codebase.

Python architecture guidelines should be followed when changes span 3 or more files, or when creating new modules under src/apm_cli/, to ensure consistent design patterns and modularity across the codebase.

Handle cross-cutting concerns like logging and error handling in Python modules by reusing established patterns such as CommandLogger, ensuring consistent architecture and centralized logic across multiple files.

These Python architecture guidelines are specifically tailored for the APM CLI codebase, enforcing patterns like BaseIntegrator and AuthResolver under src/apm_cli/, and may not directly apply to other projects without adaptation.

The best way to ensure consistent Python module architecture during refactoring is to apply identified design patterns, recommend composition over inheritance, and move shared logic into base classes to maintain code quality and modularity.