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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Unexpected Architecture for AI Agent-Ready Systems
When a solutions architect hears “design a system that includes AI agents,” the conversation usually goes straight to infrastructure: where the models run, how context is managed, which vector database, how tools get exposed. These are real questions with real answers. But they’re not the architectural decisions that determine whether the resulting system actually works.…
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Documentation As You Go: Engineering for Vibe Coders
Documentation as you go is the practice of capturing decisions, context, and system understanding while you are still building. Vibe-coded systems move fast, but without lightweight documentation, important context is quickly lost and systems become harder to understand and maintain. This article explains how to document effectively during development without slowing down, and how small…
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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…