This review examines how aging affects bone marrow (BM) function and its role in maintaining immunological memory. Aging leads to a decline in hematopoietic stem cell function, skewing differentiation towards myeloid over lymphoid lineages, resulting in reduced production of naïve T and B cells. Additionally, the BM microenvironment undergoes changes,