Xiong et al. report that short-term, high-fat diet exposure rapidly alters the gut microbial and immune environment, disrupting tissue homeostasis. IL-22 production by group 3 innate lymphoid cells (ILC3s) is impaired, compromising gut barrier integrity. Saturated fatty acids intrinsically suppress ILC3 function, reducing their ability to control gut inflammation.