AI Builders

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.

Business AI Strategy

Your competitive advantage begins with asking the right questions.

AI Fundamentals

Stop being intimidated by AI. Start understanding it.


  • Most AI Failures Are Not AI Failures

    Most AI Failures Are Not AI Failures

    You have probably read one of these stories in the last few weeks. An AI agent did something catastrophic, the headline blames the AI, and you file it away as another reason to be cautious. But if you read past the headlines on enough of these stories, something starts to bother you. The AI did…

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  • Right-Sized Prompting: Engineering for Vibe Coders

    Right-Sized Prompting: Engineering for Vibe Coders

    Right-sized prompting is the difference between AI that works consistently and AI that produces incomplete or confusing results. Vibe coding makes it easy to ask for too much or too little in a single prompt, which leads to errors, rework, and unpredictable behavior. This article explains how to size prompts correctly, structure work in layers,…

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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…

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…