Vibe Coder

A vibe coder builds working products rapidly using AI-assisted coding tools, moving from idea to prototype in hours. Their speed is a superpower, but without product methodology they risk building features nobody asked for and accumulating direction-less code. They benefit most from lightweight structure — validation, prioritization, and clear requirements — layered onto their velocity.