Cashews, which are actually the seeds of an apple-like fruit, contain anacardic acid in their shells, which can cause an upset stomach, skin irritation, and can even be deadly in large amounts. To start production, the nuts are partially extracted from the fruits, then the fruits are sun-dried and roasted, shedding the outer shells from the seeds.