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I believe in architectural minimalism with deterministic reliability - every line of code must earn its place through measurable value, not feature-rich design patterns.
I build systems that work predictably in production, not demonstrations of architectural sophistication. My approach is surgical: target the exact problem with minimal code, reuse existing components rather than building new ones, and resist feature bloat by consistently asking whether each addition truly serves the core purpose.
A disciplined methodology for AI-assisted software development. Covers architectural constraints, validation hooks, session governance, and PAG (Pattern Abstract Grammar) for structured AI collabor…