The only way to be bulletproof is to be the person who takes ownership. AI can generate an app, but it can't answer to a court, clients, or the CTO when the database crashes on Black Friday. Shift from writing code to risk management. Architecture, security, complex legacy integrations, and distributed systems debugging are zones where the cost of error is high, and where AI still operates like a random number generator. You need to be the one who knows why the system works, not just the one who writes the syntax