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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Object Storage: Engineering for Vibe Coders

One of the first surprises many developers encounter is that not all data belongs in a database. Modern applications often need to store images, videos, PDFs, user uploads, AI-generated content, backups, and other large files. Trying to manage these assets inside a traditional database can quickly create performance, cost, and scalability challenges. In this article,…
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Where Does Your App Live? Letting AI Map Your Hosting Options While You Own the Control Tradeoff

You tell your AI assistant to deploy your app, a live URL appears a minute later, and you didn’t pick where it landed. That felt like a step the tool handled for you, but it was actually an architectural choice with real consequences, made while you weren’t in the room. This article walks through how…
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…



