Control/variant paper-trading pairs (#905). Control is frozen while an experiment is active; variant changes only via recommendation-apply. Nightly job (5:45 PM ET) writes one paired (variant − control) delta row per shared trading day, classifies marginal (shared/variant-only/ control-only) trades, and refreshes a sequential early-stop recommendation (#1034) — conclusion always stays a manual action.
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