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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The Workflow Problem No AI Tool Can Fix
Most companies are asking “what AI tools should we use?” But the better question is whether your work is structured enough for AI to help at all. AI doesn’t optimize messy processes; it amplifies the structure you already have. The companies getting real results aren’t chasing tools. They’re building workflows that get better automatically every…
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Business Requirements: Engineering for Vibe Coders
It has never been easier to start building, but it is also easier than ever to build the wrong thing. Business requirements provide clarity on the problem, the user, and what success looks like before writing code. This article shows vibe coders how to define scope, set constraints, and align technical decisions with real goals…
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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…