The mysteries behind immune aging and its related inflammation are being unmasked. Jin et al. reveal that the defective turnover of damaged mitochondria in CD4+ T cells from older individuals results in the exacerbated secretion of mitochondrial DNA, which fuels inflammaging and impairs immune responses.