This narrative review synthesizes knowledge on the shared molecular pathways, such as inflammation and oxidative stress, linking cardiovascular diseases (CVD) and diabetes mellitus (DM). It highlights that drugs like SGLT-2 inhibitors and GLP-1 receptor agonists show a beneficial dual effect on both conditions.