Leading vibe coders, non-technical founders, and other builders through the decisions that AI makes for you, unless you take control.
Every day, people build software with AI. Most of those projects fail, not because the AI wrote bad code, but because nobody made the decisions the code depended on.
Recent Articles
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Pagination: Engineering for Vibe Coders

Pagination feels optional when you are vibe coding because everything works with small datasets. Then real data shows up and things slow down, break, or get expensive. Pagination is not about UI polish. It is about controlling how data flows through your system so it stays fast, predictable, and scalable from the start. This article…
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AI Is Compressing 20 Years of IT History Into 2

AI is following the same adoption pattern as every major enterprise technology wave before it: innovation, sprawl, standardization, control. The only difference? What took twenty years is happening in less than two. Most organizations are already deep in the sprawl phase. Here’s how to recognize the pattern and get ahead of it.
Read more articles…

About Alan…
Alan Knox brings over four decades of hands-on experience in technology development and implementation to the challenge of making artificial intelligence accessible…
Resources…
Production-Ready AI:
More than 80% of AI projects fail in production. The Production-Ready AI Solution Framework is designed for Executives, Architects, Engineers… anyone who want to increase the chance of success for an AI project when it is deployed into production.
Also:
- Making AI Work: A Strategic Guide for Businesses
- Free AI Assessment
More resources to come…



