In clinical trials, GLP-1RAs used alongside automated insulin delivery systems demonstrate significant improvements in weight, glucose sensor time-in-range, and total daily insulin dose, without increased risk of diabetic ketoacidosis (DKA). Here, INS is linked to diabetic ketoacidosis.