First Principles: Why You Must Learn Before You Prompt

Vibe coding with AI feels productive until it isn&rsquo;t. Dorothy Vaughan&rsquo;s team didn&rsquo;t just operate the IBM—they understood the math behind it. That&rsquo;s why they succeeded. Here&rsquo;s why first principles must come before AI assistance.