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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You Can’t Prompt AI to Determinism

Everyone who builds with AI eventually asks the same question: “Why did it do that when I told it not to?” And almost everyone’s next move is the same too. They go rewrite the prompt, add a sentence, bold a word, and treat the next version as the fix that will finally make the thing…
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Full Stack Development: Engineering for Vibe Coders

One of the biggest changes in software development is that a single developer can now build complete applications that once required entire teams. Modern AI-assisted development makes it easier than ever to create user interfaces, APIs, databases, authentication systems, cloud infrastructure, and AI workflows. But building across the stack also means understanding how all of…
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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…



