Vibe Coding methodology illustration

Thoughts of Vibe Coding

Has the Human Engineer Become Obsolete? On the Contrary, Their Role is More Critical Than Ever Can AI coding assistants replace human engineers? I believe the answer is no, at least not in the current technological landscape. Through my recent work on several customer proof-of-concepts, I’ve observed that AI coding tools following the Vibe Coding methodology excel at rapid prototyping when provided with clear specifications. They perform exceptionally well for straightforward tasks—implementing specific fixes, adjusting styles, or building simple applications like Todo lists or Snake games. For these well-defined, isolated tasks, AI assistants demonstrate remarkable efficiency. ...

September 9, 2025 · 2 min · 341 words · Shawn Zhang