This review integrates mechanistic insights and contemporary trial evidence to clarify how dual incretin agonism may modify the trajectory of obesity‐driven heart failure, to inform multidisciplinary clinical decision making, and to highlight key unanswered questions and research priorities needed to define tirzepatide's full role in heart failure management. The gene discussed is GCG; the disease is heart failure.