From API to AI Agent: How Modern Backend Engineers Should Think About AI Systems

Introduction Most developers today are learning how to “use AI APIs.” But that’s not enough anymore. The real shift happening in software engineering is this: We are moving from building APIs → to building AI-powered systems. And that requires a completely different mindset. Most tutorials show this