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By: ValentinHirschi <valentin.hirschi@gmail.com>
Prepare resumable five-loop campaigns with RAM guards and monitoring Add durable native checkpoints, exact interrupted-prefix replay, bounded physical subdivision, and lossless checkpoint progress. Provide a frozen-input Python production launcher, 95-percent resident-memory guard, hourly saves, and Nix commands. Keep subdivision opt-in after independently audited release controls; validate real interrupt and fresh-process resume.