01Pathlib integration standards to replace legacy os.path operations
02Interface design guidance using Abstract Base Classes (ABC) and Protocols
03Modern type hint enforcement and advanced typing pattern implementation
04Automatic Python version detection (3.10-3.13) for targeted syntax guidance
05Production-tested exception handling and error boundary patterns
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