Fatigue failure is a progressive and localized structural damage that occurs when a material is subjected to cyclic loading, resulting in the formation and growth of cracks that eventually lead to fracture. It is a critical consideration in engineering design as it can occur at stress levels significantly lower than the material's ultimate tensile strength, making it a silent threat in many applications.