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One side per run over selected pilot pairs: board, brain on the VM with the project DeepSeek client, executor tasks on kube-ax, verification on the VM lane (AX verify lane switchable). Hard run ceiling with reservation before every call, per-search and step caps; fixed side never sees the vulnerable revision; records carry digests only. Dry run with the stub model reaches demonstrated. Co-Authored-By: Claude Opus 5.5 <[email protected]>