26 February 2026 · leadership · technology · work Junior engineers didn't become profitable overnight. The work did. We’ve been celebrating that AI made junior engineers profitable. That’s not what happened. AI made it economically viable to give them access to work that actually builds judgment, work we always knew ai-adoption junior-engineers organizational-economics supervision-cost talent-development