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GuideAI DevelopmentJuly 15, 2026

The Vibe Coding Iceberg: From First Idea to Production-Ready App

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An eight-level field guide from vibe-coded prototype to production-ready app. Covers the tools and learning resources for every stage — AI-assisted coding, frontend skills, infrastructure, agent workflows, production readiness, and automation.

What's inside
  • The 8 levels from slick prototype to production-ready product
  • The tools for each stage: Greta, Cursor, Supabase, Claude Code, Sentry
  • Clear "move ahead when" checkpoints for every level
  • Curated learning resources for each depth of the iceberg
  • How to build the judgment to know if an AI-built product actually works

The Tip Is What Everyone Sees

A slick prototype. Everything that makes it a real product sits below the waterline — frontend skills, infrastructure, security, analytics, and automation. Most people stop after generating a good-looking interface.


Eight Levels, One Iceberg

The roadmap runs from idea to scale: the hype of first prototypes, AI-assisted coding, real frontend skills, proper infrastructure with users and payments, custom AI-agent workflows, production readiness, real company systems, and finally agent teams with automated pipelines.


What's in the Guide

Every level comes with its goal, the tools to use — from Greta and Cursor to Supabase, Stripe, Claude Code, Sentry, and GitHub Actions — the learning resources for that stage, and a clear "move ahead when" checkpoint so you know you're ready for the next depth.

The full breakdown is in the PDF.


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Build Something Real

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