intuit

The Architecture That Won't Sit Still: AI's Iterative Reckoning Intuit scrapped its AI agent architecture not once, but twice in four months. Most enterprises would call that a failure cascade. Intuit's VP of AI called it the fast path. That gap between perception and reality is the entire story of enterprise AI agent development right now. We're watching the oldest playbook in tech—build once, scale quietly, launch with fanfare—collide head-on with a category of software that refuses to follow it. AI agents don't behave. They fail in ways that aren't obvious until they're in production. They break legacy infrastructure in…