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Responsible vibe coding A guide to publishing educational materials created with vibe coding

Tools and levels

Four families of tools

Not everyone works with the same means, and the tools for creating programs with artificial intelligence (AI) are very varied. Broadly speaking, they can be grouped into four families, presented below with some examples of those available in 2026.

  • A chatbot’s website. General assistants such as ChatGPT, Gemini or Claude, which create the application within the conversation itself. The material is hosted on the platform and shared through a link.
  • App-building platforms. Services such as Lovable, Bolt, Replit, Google AI Studio or Canva, which generate, host and publish the application from the browser.
  • Code editors with AI. Programs such as Visual Studio Code or Cursor, which are installed on the computer and include an assistant that writes and modifies the project files.
  • Coding agents. Programs such as Codex CLI, Antigravity (agy) or Claude Code, which receive instructions in natural language and work directly with the files on the computer.

The way of working

To follow this guide, what matters is the way of working that each tool allows. In the first two families the material lives on a company’s servers, and the company decides how long it is kept. On a chatbot’s website it is also a single piece. The code can usually be viewed, and even modified, but it cannot be accompanied by other files, such as the licence or the documentation, nor can changes be tracked conveniently. In the last two families the material is a folder of files on one’s own computer, which can be published on one’s own site or in a repository such as GitHub, where every change is recorded. The article «Consolas de IA: qué son y cómo se instalan» (in Spanish) explains how to start working with coding agents.