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Adds the design matrix and its supporting tools, and records in BRINGUP what the 60-run matrix overturned: sub-40-percent duty mimics flow (three of five dead-pump trials looked healthier than a working pump), the operating point and threshold now rest on 25 pooled observations, periodic re-checks are thermally free with the fans running, and the settle gate closes a bench-proven miss. Also records what is NOT yet validated - warm-loop baselines and behaviour under laser heating - as first-light commissioning items.