01Logic-based file organization to eliminate unmaintainable utility files
02Two-tier error handling model for clear user diagnostics and internal logging
03Property-driven design discovery to surface architectural gaps early
04Defense-in-depth validation patterns across all data layers
05Native cross-platform logic guidance for Windows, Unix, and Linux
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