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This branch is the most recent up to date changes based on whats here in git, want to clean up other branches

…rovementsMajor changes:- App-level state persistence (fixes module reload issue)- Multi-level cache hierarchy (GeometryCache, ColorCache)- Frontend smart updates (visual-only changes <16ms)- Per-feature outline support for selected-only mode- Fixed nuclei opacity, darker expanded outlines- Conditional UI visibility for cleaner interface- Response compression (70-90% payload reduction)- Better error handling for expr_quantile validationPerforman
…ching, polygon simplification, much more like numba jit, will add more explantion for documenation
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