This document discusses the influence of surface roughness on the ultra-high-cycle fatigue of AISI 4140 steel, emphasizing that fatigue failures can occur beyond the conventional limits. The study examines how different machining parameters, particularly feed rate during turning, affect the fatigue strength and life of the material, which is pivotal for mechanical component durability. Experimental results indicate that surface roughness significantly affects fatigue performance and highlights the importance of surface integrity in ultra-high-cycle fatigue conditions.