Agile methodology, lauded for its adaptability and responsiveness, has revolutionized the way software development teams operate. However, beneath the surface of its acclaimed flexibility lies a paradox: the very principles that enable Agile’s success can also give rise to chaos when not properly managed. This article delves into the limitations of Agile, examining how its inherent flexibility can sometimes lead to confusion and misalignment, ultimately jeopardizing project outcomes.