Vibe Coding: The next layer of Abstraction or Just Better Scaffolding?

“Vibe coding” has become one of those love-it-or-hate-it terms. Some developers hear it and assume it is junior devs letting ChatGPT write spaghetti code for them. But that is the shallow version. Underneath the memes, there is a serious shift in how we translate business intent into running systems In the following post, I will argue that vibe coding is not about being lazy. It is about moving the design work up into natural language and letting AI agents scaffold the boring parts: data contracts, API endpoints, and service orchestration wiring. What is Vibe Coding? Andrej Karpathy (co-founder of OpenAI and former AI leader at Tesla) in Feb 2025 tweeted about “Vibe coding” – A new paradigm where you describe what you want in plain language and let an LLM generate most of the code The key ideas: You start from a natural language description of the feature An LLM generates code based on that description, often across multiple files and layers. You guide by prompting, testing, and iterat