Topic: domain expertise

Why Domain Expertise is the Only Sustainable AI Moat

INAPP
We've spent decades pretending that being a good engineer is about how fast you can type or how well you know your framework's syntax. It isn't. The real work has always been the mental heavy lifting, the process of building a precise, working model of a complex domain inside your head before you ever touch a keyboard. Agentic AI is breaking that assumption. We're entering a period where you can generate functional software without ever actually building that mental model yourself. If the machine handles the translation from logic to code, the traditional link between understanding a problem and implementing its solution is gone. This shift changes everything about how we define technical competence. If the implementation is becoming a commodity, we have to figure out what's left for us to do. The Illusion of the Technical Moat The barrier to implementing complex software is dropping because LLMs are great at the "how." Writing a standard CRUD API o...