Oyster mushrooms (Pleurotus ostreatus) are increasingly popular edible fungi that can grow on various waste materials like agricultural byproducts and food waste, making them both economical and environmentally friendly. These mushrooms produce valuable health-promoting compounds called β-glucans that have immune-boosting and antioxidant properties. Modern scientific techniques, including genetic analysis and artificial intelligence, are being used to optimize cultivation methods and increase production of these beneficial compounds. This sustainable approach to mushroom farming helps reduce waste while providing nutritious and medicinal food products.