Percentage rollouts need durable exposure and outcome correlation
General lesson: A deterministic percentage bucket is not enough to measure feature lift. Log assignment/exposure for both treatment and control, persist or version the policy used at exposure time, and propagate experiment identifiers to downstream outcome events. Treatment-only …