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Vibe Coding Is Real: How Non-Engineers Are Building and Selling ...
Andrej Karpathy — the former head of AI at Tesla — said he hasn't typed a line of code since December 2025. He coined a term for the new way of building software: vibe coding. "You just see stuff, say stuff, run stuff, and copy-paste stuff, and it mostly works," he explained. This isn't a toy concept. Real people are building real products this way — and some of them are making serious money. What Vibe Coding Actually Is Traditional coding: you write precise syntax in a specific language, debug error messages, and understand the entire stack. Vibe coding: you describe what you want in plain English, an AI writes the code, you see the result, and you iterate by describing changes. You're directing the output, not writing the implementation. The critical shift: the bottleneck moved from "can you write code?" to "can you clearly describe what you want and evaluate what you get?" Real Examples of Non-Engineers Shipping Products These aren't hypothetical: A product manager built a customer feedback dashboard with Cursor in a weekend. It's now used by her entire team daily. A marketer created a lead scoring tool that pulls from HubSpot, runs the data through AI, and prioritizes follow-ups. Revenue impact: $200K pipeline influenced in Q1. A designer shipped a portfolio site with an AI-powered "ask me anything" chatbot that answers from their case studies. Landing rate for client calls: up 40%. A consultant built a client reporting tool that auto-generates weekly strategy documents. Saved 15 hours/week, now offered as a paid add-on. Indie hackers on Twitter regularly share SaaS products built in weeks using Cursor and Bolt that generate $2K-10K MRR. The Vibe Coding Tool Stack | Tool | What It Does | Best For | |------|-------------|----------| | Cursor | AI code editor — describe features, it writes code | Full apps when you want control | | Bolt.new | Describe an app, get a working deployed version | Fast prototypes and MVPs | | v0.dev | Generate UI components from descriptions | Beautiful interfaces | | Replit | Browser-based coding with AI assistance | Quick projects, no local setup | | Lovable | AI app builder focused on CRUD + AI features | Internal tools and simple SaaS | The power combo: Start with Bolt or v0 for the initial version. Move to Cursor when you need more control and customization. Deploy on Vercel (free). The Vibe Coding Workflow Step 1: Describe the Vision Start with a clear description of what you want. Be specific about the user, the probl...
The Vibe Coding Bubble: When AI-Built Apps Hit the App Store Wall
AI-powered "vibe coding" lets non-programmers generate apps in hours, but Apple's App Store review process is rejecting submissions en masse. The gap between building functional code and meeting distribution requirements has turned many victory laps into cautionary tales.
LLM Wiki Revolution: How Andrej Karpathy's Idea Is Changing AI
In April of 2026, Andrej Karpathy (former AI Director of Tesla and co-founder of OpenAI) suggested a solution to this issue: use a large language model (LLM) to ...
Andrej Karpathy Just Made the Entire SaaS Industry Obsolete - LinkedIn
The man who coined "vibe coding" is now saying even that is the old paradigm. Here's why this matters more than anything else posted online this week. On April 4, 2026, Andrej Karpathy — co ...
