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Thin old SAM keyframes in place, reduce allocation capacity and adapt later sampling when a recording exceeds its fixed pose budget. Preserve recent poses and cover the full ten-minute window in native and real WASM stress tests. Co-Authored-By: Kimi Code <noreply@moonshot.ai>