Article

What I Learned Teaching 100 People To Code with AI

Dan Shipper · Every Freemium Beginner

Shipper taught a cohort of non-engineers to build working apps with AI and reports honestly on what clicked and where people got stuck. His conclusion maps exactly to your middle path: a little real understanding makes you productive enough to be dangerous, but not a professional, and that is often enough. Good for setting realistic expectations before you start.

• A small amount of coding literacy unlocks a lot with AI assistance
• Being productive is not the same as being production-ready
• You hit walls fast when you cannot read what the AI wrote