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Vibe Coding

Vibe Coding: How to Build Apps by Describing Them (and Ship Safely)

Vibe coding means building software by describing what you want to an AI. Learn the tools, a workflow that works, and the review and security habits that keep AI-built apps safe.

By Weblumba Editorial TeamPublished 2 min read

"Vibe coding" describes building software by telling an AI what you want and iterating on the result, rather than writing code line by line. It's a real shift — and it comes with real responsibilities.

Three kinds of vibe-coding tools

  1. Prompt-to-app builders — Lovable, Bolt.new, v0. Describe the app; get a working UI and backend.
  2. Cloud IDEs with agents — Replit. Build, run and deploy in the browser.
  3. AI code editors and coding agents — Cursor, GitHub Copilot, Claude Code. More control, better for developers.

Compare: Lovable vs Replit · Cursor vs Claude Code.

A workflow that works

  1. Write a one-page spec: users, core screens, data, what "done" means.
  2. Build the smallest useful version first — one flow end to end.
  3. Add features one prompt at a time and test after each.
  4. Use version control (GitHub) so you can roll back.
  5. Ask the AI to explain code you don't understand.

Safety habits

  • Never paste API keys into prompts or commit them — use environment variables.
  • Turn on row-level security or equivalent access rules in your database.
  • Validate every user input on the server.
  • Ask the AI for a security review, then get a human one before handling payments or personal data.
  • Keep dependencies updated.

When to graduate

When your app gets real users, invest in tests, monitoring and a developer's review — or move the code into a repository you control and continue with an AI coding agent.

Frequently asked questions

Where does the term 'vibe coding' come from?

The term was popularised by AI researcher Andrej Karpathy in early 2025 to describe building software by conversing with AI and accepting its code with little manual editing.

Can non-developers vibe code production apps?

Non-developers can build useful prototypes and internal tools. For apps that handle payments, personal data or scale, get a developer to review security, data handling and architecture.

Weblumba Editorial Team

Editors & researchers

Our editorial team researches, tests and fact-checks every guide. Articles are reviewed against our editorial policy before publishing and re-reviewed on a schedule.

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