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.


  • Code Assessment: Engineering for Vibe Coders

    Code Assessment: Engineering for Vibe Coders

    One of the most dangerous assumptions in software development is believing that working code is automatically good code. Modern AI-assisted development makes it possible to generate large amounts of functional code in minutes, but functionality is only one dimension of software quality. Readability, maintainability, security, scalability, reliability, and architectural fit all matter when deciding whether…

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  • Engineer-Directed AI: A New Series

    Engineer-Directed AI: A New Series

    AI can build a working feature in thirty seconds, so why do so many AI-built projects fall apart? Because generating code was never the hard part. The hard part is the system, and a system is built out of judgment. This new series, Engineer-Directed AI, teaches you the skill the technology just made necessary: knowing…

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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…