AI “Vibe Coding” Speeds Developers Up — But at What Cost?

Vibe coding relies on large AI models trained on vast codebases. You give a prompt like “Create an e-commerce site” and the AI attempts to autocomplete a solution, often generating hundreds or thousands of lines of code. Companies offer this as “dev on autopilot”: Replit advertises “No-code needed — tell Replit Agent your app idea, and it will build it for you. It’s like having an entire team of software engineers on demand.” Base44 likewise claims you can “build fully-functional apps in minutes with just your words. No coding necessary.” The pitch is: anyone — non-coder or coder alike — can just imagine an app and have the AI spit out a prototype.