The gut microbiome develops in four distinct phases: a simple, rapidly shifting community in infancy, rapid diversification through childhood, a stable but responsive ecosystem in adulthood, and a more sensitive, lower-diversity landscape in older age. At every stage, diet, medication, sleep, stress, and environment shape how the microbiome develops and