Vacuum packaging cannot repair a cracked walnut or restore a broken cashew. The real engineering task is to protect whole-kernel value after grading. A nuts packing machine should reduce drop impact, control weighing vibration, prevent hard vacuum compression, and hold seal quality without crushing brittle kernels. This technical note explains how feeding, weighing, nitrogen cushioning, pouch firmness, and carton handling protect premium nut appearance.