01Implements Protocol-based structural typing for flexible dependency injection
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03Utilizes Python 3.14 features like deferred annotations and template strings
04Enforces strict type hinting without the use of 'Any'
05Optimizes code for uv and ruff toolchains with flat control flow patterns
06Prioritizes Python standard library and mature dependencies