AI speeds prototypes, not production readiness

AI accelerates building working prototypes but not production-grade software. The hard problems remain judgment-based: architecture, scalability, security, and observability. Engineers who use AI as a substitute for understanding will struggle; those who combine deep fundamentals with AI tools will leapfrog peers.