The author reflects on first principles thinking as essential for senior engineers facing career stagnation and technological shifts. Drawing on Sunil Pai's work about momentum, they argue that great engineers understand why they build something and connect code to user impact, a habit that naturally extends to navigating the emerging agentic development era by temporarily setting aside past experience to approach problems with fresh perspective.