Building an app with AI is only the beginning. You’ll see how each level gives you more control, from your first working app to a complete production workflow.. Ai Tools, 🔥 Ai Fire Academy, Ai Automations.
TL;DR
Vibe coding has three clear levels. The biggest difference is how far the app can go after the first prototype works.
Level 1 gives you working code with Claude Code, but the app usually stays local.
Level 2 uses Softr to add shared data, users, permissions, and workflows.
Level 3 connects Claude Code with Softr MCP. This lets you query data, change fields, and update many records with natural language instead of editing everything by hand.
Key points
A working prototype is only the first step. Real apps still need shared data, user access, permissions, and workflows.
Softr can handle the app structure, while Claude Code + Softr MCP can help manage data and backend changes later.
Bulk updates should always include a preview and approval step before Claude Code changes real records.
Table of Contents
Introduction
How far can you actually go with an AI-built app?
From Claude Code, Codex, Cursor,…?
Vibe coding looks almost too easy now.
But if your app only works on your side, nobody else can log in, then, sadly, you’ve only hit Level 1 of vibe coding. It’s just a very convincing prototype.
Level 3 is where things get real.
That’s where your app can actually make money, reach real users, and give you the 10x productivity everyone keeps talking about.
So how do you get there? What does Level 3 actually look like? Today, we’ll answer all of that for you.
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