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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Picking Your Tech Stack: Letting AI Lay Out the Options So You Can Pick What You Can Live With

Ask AI what to build your app with and it will confidently recommend the popular default, the stack most people use, which may or may not be the one you can actually live inside. You won’t find out for weeks, because every stack feels fine at the start, and by the time the friction shows…
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Web vs Desktop vs Mobile: Engineering for Vibe Coders

Should it be a web app, a desktop application, or a mobile app? While AI can generate code for any platform, choosing the right platform is often more important than generating the code itself. Each option has different strengths, limitations, user expectations, and engineering tradeoffs.
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…



