OPERATING FRAMEWORK

AI Builder Method

$199

The method + templates, from a real product build

How one non-engineer shipped a real production app with AI doing the coding: the rules, the gates, and the honest ceiling. The gates are the product: AI code carries a serious security flaw 45% of the time (Veracode 2025), which is fine when your process catches it and a disaster when it doesn't. Build it yourself, gate everything, and bring in one human review before real users or money.

• The gate system: green tests, secret scanning, dependency checks, rollback points before anything touches data
• The honest ceiling, stated: single-purpose apps yes; payments, auth, and multi-user data need a human review
• Non-engineers really do ship: 4 in 5 builders on the leading AI app platforms are non-technical (2026)
• The complexity wall explained before you hit it, not after
• The exact escalation list: what you never let AI push to production alone

WHAT YOU'LL NEED

Cursor or Claude CodeGitHub

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