Vibe Coding Analysis: The Methods, Tools, and Hard Limits

“Vibe coding” has officially moved from a developer meme to a legitimate workflow. Powered by a new class of powerful AI tools, writing code based on intuition, conversation, and rapid iteration is now a daily reality for many. The simple “for or against” arguments are no longer useful.
It’s time for a real analysis. What does vibe coding actually look like in practice? What are its different styles, what can the tools really do, and where are the hard limits that separate a cool demo from a high-tech, scalable product?
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