01Identifies architectural leaks including exposed internal types and mixed I/O logic
02Enforces robust error handling by preventing bare exceptions and swallowed failures
03Optimizes resource management via context managers and async-native patterns
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05Detects infrastructure flaws like hard-coded configurations and redundant retry logic
06Validates type safety through mandatory type hints and collection parameterization