In this issue of Cancer Cell, Liu et al. use mitochondrial DNA mutations to reconstruct clonal lineages of the innate immune compartment in human tumors. They show that intratumoral type 3 dendritic cells (DC3s) arise from circulating monocytes and that a monocyte's fate in the tumor microenvironment is programmed peripherally, prior to tissue entry.