From vibe coding to clear thinking: what non-technical builders need in the age of AI

As AI tools lower the barrier to building software, designers, PMs, and founders are creating prototypes without engineering backgrounds. This raises a real risk: the 'prototype illusion,' where generated apps look production-ready but lack data, security, and reliability. The author argues that better collaboration habits and shared understanding between builders and engineers are now essential.