Cocoa farming is an essential part of the agricultural economy in many tropical regions, providing livelihoods to millions of farmers. However, cocoa trees face several threats, including pests, diseases, and environmental challenges. Among these threats, one of the most damaging isBlackpod, a fungal disease that devastates cocoa pods and has far-r