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unit tests passed (9 tests). IA and frozen gates were run on their respective port/source pairs. Replica Gate B was rerun in a clean NUMBA_CACHE_DIR after detecting a stale port-cache result during port swapping. The real engine used candidate, IA, and T separately against VanillaStrategy. The 380-value frozen layout has independent six-input affine columns per head; the search checkpoint used tied affine columns and the frozen later columns duplicate their trained first-head values."]}