Feature branching is a concept borrowed from software development, where different features of an application are developed in isolated branches. In the context of epidemiology, feature branching can be understood as the development and testing of different aspects of disease surveillance, intervention strategies, or data analysis models in separate, controlled environments before they are integrated into a larger public health framework.