Golden needle mushrooms are delicate fungi currently harvested by hand because traditional cutting machines damage them. Researchers designed a new high-speed rotating blade device that cuts mushroom roots cleanly and efficiently by using fast spinning cuts that minimize compression damage. The optimized machine reduces energy use by nearly 25% while improving cutting quality, making mushroom farming more practical and efficient.