AI did not just make developers faster. It changed what makes an engineer valuable. When implementation becomes abundant, the scarce skill is no longer typing code: it is deciding what should exist, why it matters, and how to prove it worked. In this lightning talk, you will dive deep into the Product Engineering role and how to fully the idea-to-impact loop.