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.
Your competitive advantage begins with asking the right questions.
Stop being intimidated by AI. Start understanding it.
Recent Articles
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Cost of Ownership: Engineering for Vibe Coders
One of the biggest traps in vibe coding is focusing entirely on how quickly something can be built while ignoring how expensive it becomes to operate, maintain, and evolve later. Modern AI-assisted development makes it incredibly easy to create complex systems fast. But every dependency, cloud service, AI workflow, and abstraction introduces long-term operational costs…
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The AI Agent Authority Gap
A customer service rep can type a discount into the system. The software will accept it. The customer would be thrilled. But the rep doesn’t do it, because they understand they’re not authorized to, even though they technically can. That gap between what someone can do and what they’re authorized to do is what keeps…
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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…