In automotive precision metal machining, fatigue life and machining-induced residual stress are two core factors that directly impact component reliability. Beyond material selection and structural design, the machining process itself—including thermal effects, cutting forces, fixturing, and toolpath planning—significantly influences the final dimensional stability and service life of components. The following summarizes commonly adopted engineering practices, production risks, and best practices to help engineers better control post-machining stress and fatigue performance.