One app spec held against the AI app maker tools on page one, with each free tier's documented limits, the walls you hit, and the money outside the maker.
The real vibe coding security risks a shipping dev keeps hitting, from hardcoded secrets to missing auth checks, plus the short guardrail list that stops them.
How to prompt AI for coding, from a dev who ships real apps with it. Context first, one narrow task, hard constraints, and the failing-case loop guides skip.
How to build an app with AI, walked stage by stage by a builder who ships with Cursor and Claude Code, with copyable prompts and where the agent breaks.
An honest, tested ranking of the best AI app builder options in 2026, with real prices, a lock-in column, and where each one hits a wall.
Vibe coding for beginners, from a builder who ships real apps with AI. The fast path to a working thing, the trap of not understanding it, and the guardrails.
What is vibe coding, honestly? A builder who ships real products with Cursor and Claude Code on where the AI wins, where it breaks things, and who it's for.