evo2 SAE recipe: feature-explorer dashboard (viz)#1623

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polinabinder1 wants to merge 9 commits into

pbinder/evo2-sae-serverfrom

pbinder/evo2-sae-dashboard

Commits on Jun 24, 2026

Re-land #1623 (dashboard) onto migrated #1637 (new layout)

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evo2-sae dashboard: single-container serve (static frontend baked into image)

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evo2-sae dashboard: per-pane limitations + UMAP stops silently truncating

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evo2-sae dashboard: rewrite feature_explorer README for the three run modes

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evo2-sae dashboard: route App.jsx feature-label reads through the shared helper

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test(evo2-sae): lock the full /gene_embed accounting contract the UMAP banner reads

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test(evo2-sae): cover the uncovered error paths

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evo2-sae: make the dashboard build opt-in (WITH_DASHBOARD), default engine-only

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docs(evo2-sae): note where Feature-atlas parquets go in the container

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