Early on, as a junior analyst in VC, I once spent three weeks digging into the unit economics of a payments company, building out complex LTV/CAC models, only to realize I’d completely misunderstood their core revenue driver. It was a harsh lesson in the importance of first principles and asking the *right* clarifying questions, not just the most sophisticated ones. That misstep fundamentally shif