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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API Design Basics: Engineering for Vibe Coders
APIs are the contracts that connect modern systems, from frontends and agents to external services. In fast prototypes, APIs are often created reactively, leading to inconsistent endpoints, unclear responses, and fragile integrations. This article explains how vibe coders can design simple, consistent API contracts, plan for evolution, and standardize error handling so their systems remain…
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You Already Have an AI Agent Governance Strategy (You Might Not Like It)
Most organizations think they’re deferring AI governance decisions until they’ve proven value. They’re wrong. You already have a governance strategy; you just didn’t choose it. When you don’t define boundaries, accountability, and escalation explicitly, defaults fill the vacuum: vendor capabilities become permissions, pilot conditions become templates, and incidents become accountability assignments. The question isn’t whether…
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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…