Production readiness · 7 min
A Working Prototype Is Not Yet a Production Product
How to preserve the speed, learning, and product clarity of an AI-built prototype while preparing it for real customers and responsible growth.
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Perspectives for
better decisions.
Field notes on growth systems, websites, conversion, UX, technology, paid media, AI, analytics, and the decisions connecting them.
Platform recovery · 7 min
When a Vibe-Coded Product Needs Rescue
The difference between patching visible bugs and recovering the unstable foundation beneath a live AI-built product.
Read insightWhite paper · 14 min
The Six Finger Problem
Why non-specialists can miss the nonsense inside convincing AI output—and why seasoned engineering judgment is essential before an AI-built prototype reaches production.
Read insightGrowth systems · 4 min
Growth Systems, Not Website Projects
Why the most useful website conversation begins beyond the website.
Read insightConversion · 4 min
The Invisible Work Behind Conversion
The quiet decisions underneath a convincing digital experience.
Read insightTechnology · 4 min
Choosing the Right Platform Without Joining a Tribe
Laravel, WordPress, Shopify, Webflow—and the business requirements that should decide.
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