NOT THOUGHT LEADERSHIP.FIELD NOTES FROM THE FORGE.
What I learn building, operating, fixing, and occasionally killing real systems. No borrowed expertise. No content mill. Just the useful parts.
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The signal, not the noise. And absolutely zero hype.
Why I Killed My Local-First AI Stack
Five days building a local AI stack. This morning I ripped it all out. Here's why the math doesn't work — and what it means for how I advise clients.
Why Your MSP Can't Guide Your AI Strategy
92% of MSPs claim AI growth. Only half feel ready to guide clients. If your IT partner is out of their depth on AI, here's what to do about it.
The Curiosity Tax: When AI Replaces Thinking
115 million Grok replies reveal a pattern: people aren't using AI to think better — they're using it to stop thinking. The cost is measurable.
OpenClaw: Powerful, But Not Plug-and-Play
OpenClaw's capability is real. So is the security gap between a one-line install and safe deployment. What decision makers need to know first.
Stop Asking 'How Do We Use AI?'
The most expensive AI mistake: starting with the technology instead of the business problem. Here's the question exec teams should ask instead.
Evaluating AI Vendors Without Getting Burned
How to cut through AI vendor demos and sales theater: the questions that expose vaporware, the red flags to watch, and when to walk away.
AI Strategy for Non-Technical Leaders
A plain-English framework for leaders evaluating AI. The two questions that kill bad projects early — and the one that tells you if a vendor is serious.
Production RAG Systems: What Nobody Tells You
Demo-ware vs. production RAG is a canyon. Here's what breaks at real scale — and the architectural choices that save you a six-month rewrite.