What is Bydureon? Bydureon is an extended-release injectable diabetes medicine that helps control blood sugar levels. This medication helps your pancreas produce insulin more efficiently. Bydureon is a long-acting form of exenatide. Bydureon is used together with diet and exercise to improve blood sugar control in adults with type 2 diabetes. This medicine is not for treating type 1 diabetes.