From AI-Supported to AI-First: What We’ve Learned Re-Engineering How We Build Software

Engineering has shifted from AI-assisted coding to fully AI-first development. Engineers now define intent and constraints while AI implements, tests, and iterates—delivering faster, higher-quality software and redefining what it means to be an engineer.