Here, Thielen et al. show that a newly designed, orally available small molecule inhibited pancreatic islet TXNIP expression, glucagon secretion, hepatic glucagon action, glucose production, and steatosis, and exhibited strong anti-diabetic effects in mouse models of type 1 and type 2 diabetes, promising a distinct and innovative diabetes treatment approach.