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Helper CTO Series 03 | AI Built It, but Demo-Ready Isn't Launch-Ready: Five Things Most Commonly Missing

恩梯科技 2026-09-20 32

A product built with Cursor, Claude Code, or Lovable can demo well, but when it's time to hand it to real customers, you don't know what's still missing. This article lists five things most commonly missing — security, backups, monitoring, deployment, error handling — one question to ask yourself for each, a 10-minute self-check, and the order to fix them in.

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The Vibe Coding Wave Is Drowning Countless Startups: Why “Building Something” and “Building a System That Makes Money” Are Two Different Things

恩梯科技 2026-05-14 474

As AI lowers the barrier to software development from “technical ability” to “expressive ability,” a flood of entrepreneurs and indie developers have rushed into this space. But between building a demo and building a stable, profitable, scalable business system lies a gap most people never anticipated.

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