Revert "fix: replace all /home/termius/ → /home/lahargnedebartoli/ (VM username fix)"

fix: replace all /home/termius/ → /home/lahargnedebartoli/ (VM username fix)

Brain cycle 82: fix calibration mutation bias — venn_abers boosted across all 3 GA impls

d1: DART dropout trees on LightGBM in GA loop — expected Brier delta -0.0025

evolution: 4 critical fixes — elitism + CatBoost cap + feature penalty + n_splits=3

feat: NBA Quant Full Blast — 4 workstreams

feat: S10 /api/predict endpoint + fix auto-cut rules

fix: Supabase logging to public schema + 47 secrets on S10

fix: RunLogger DB connection diagnostics + robust error handling

feat: Supabase run logger + auto-cut + 2058 features (25 categories)