What is vibe coding?

Vibe coding is building software by describing what you want to an AI model and accepting the code it produces, without reading every line. The developer steers in natural language and tests by running the thing. The term was coined by Andrej Karpathy in February 2025 and spread with tools like Claude Code, Cursor and Lovable.

Also called: AI-assisted coding, prompt-driven development. Last reviewed August 2026.

What does vibe coding actually look like?

You describe a feature in a sentence, the model writes the files, you run it, and you describe the next change. You review behaviour rather than diffs. It works well for prototypes, internal tools, scripts and side projects, and gets riskier the closer the code sits to money, auth or customer data.

The honest limits are worth stating. Code you did not read is code you cannot confidently debug at 2am, and models still produce plausible-looking security mistakes. Most people vibe code the first 80% and read carefully through the last 20%.

Where do vibe-coded apps get stuck?

Almost always at deployment. The app runs on localhost, and then it needs a server, a domain, HTTPS, a database and a process that stays up. That is a different skill set from the one that built the app, and it is where most AI-built projects stall before anyone else ever sees them.

The AI wrote a Node or Python app that needs a persistent process, not a static file drop.
It probably needs a database. On InstaPods that means PostgreSQL, MySQL or Redis, available from the Build plan at $7/mo.
It needs HTTPS on a real domain before OAuth callbacks and webhooks will work.
It needs to keep running when your laptop closes.

InstaPods deploys a vibe-coded app with one command and a flat $3/mo starting price, with no per-request or per-run metering on the app once it is live. Source: InstaPods plan table, verified 2026-08-06

How do you put a vibe-coded app online?

Point a deploy command at the folder. InstaPods detects the runtime, provisions a pod, installs dependencies, starts the process and returns an HTTPS URL. There is no Dockerfile to write and no nginx block to configure, which matters when the person shipping did not write the code by hand.

Where vibe coding shows up on InstaPods

Deploy a React app Get an AI-built React front end onto a real URL. Deploy a Vite app The default output of most AI builders, deployed in one command. InstaPods vs Replit Where AI-built apps run after the prototype stage.

Related terms

MCP server Pod Git push deploy PaaS

Try it on a real server

InstaPods gives you a pod with SSH access, automatic HTTPS and persistent disk from $3/mo. One command from your project folder.

Deploy your first pod

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