Add architecture & productionization guide#1
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Motivation
-file/-text/GUI modes, core image-model internals, IO strategy, and a staged roadmap for hardening and productionizing the codebase.Description
ARCHITECTURE_AND_PRODUCTION.mdcontaining an end-to-end breakdown: program startup and flows, model andImageImplbehavior, supported operations and complexity, IO readers/writers, GUI/histogram behavior, current bottlenecks, and a practical multi-stage productionization plan including a 2-week implementation roadmap.Testing
javac $(find src -name '*.java')to validate there are no compilation regressions, and the compile completed successfully.Codex Task