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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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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Task Decomposition: Engineering for Vibe Coders

One of the most valuable engineering skills has nothing to do with programming languages, frameworks, cloud platforms, or AI models. It is the ability to take a large, overwhelming problem and break it into smaller, manageable pieces. Modern AI-assisted development makes implementation faster than ever, but both humans and AI perform best when solving well-defined…
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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…



