FIELD NOTES

Field notes on AI systems, built for coaches and creators.

Practical writing on AI content systems, content repurposing, brand voice AI, and building at scale as a solo operator. Read what actually works, from someone who runs it.

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Business SystemsLatest

The Invisible Skill: Knowing When Not to Use AI

I build AI systems for a living and I keep it out of 4 places on purpose. Knowing when not to use AI is the skill nobody sells, because there is nothing to sell.

Aug 29, 20268 min

Business Systems

AI Can't Replace Your Coaching. It Can Replace the Work Around It.

Coaches spend about 30% of their week on admin. AI for solopreneurs is not about replacing the calls. It is about the other third. Here is where mine went.

Aug 23, 20268 min

Business Systems

How to Automate a Coaching Business: Which Workflow Goes First

Most coaches are 1 workflow away from AI paying off. They just pick the wrong one. Here is the 4-question test I use, and the night an automation didn't fire.

Aug 24, 20268 min

Taste Is the 1 Thing AI Can't Replicate, and Nobody Talks About It

I have 50+ skills and a rule file for almost everything. I do not have one for taste. A coach said a sentence to me last month that I still can't argue with.

Aug 27, 20268 min

AI Content Systems vs AI Agents: What Founders Actually Need in 2026

Agents decide. Systems hold a standard. Most coaches and consultants are being sold the first when the problem in front of them needs the second.

Aug 7, 20269 min

The Archive

Everything else.

Business Systems

What Is an AI SOP? (And How to Write One This Week)

An AI SOP is the file a system reads before it does anything. Change 1 line and every future output inherits it. Here is the definition, a comparison table, and the 5 parts.

The 1 Question to Ask Before Hiring an AI Person

Every AI automation agency and every freelancer will show you outputs. Ask them this instead: what do I keep if you leave? The answer tells you everything.

Business Systems

AI Onboarding Is the New Client Onboarding, and Nobody Has a Process for It

Onboarding used to mean a welcome email and a form. AI onboarding means collecting the material a system runs on, and telling the client what will come back. Here is the process.

Content Systems

Your Group Coaching Calls Are Your Best Marketing. Here's How to Use Them.

The recording folder is where a coach's marketing goes to die. Transcript to content AI is not magic. It is a schema, a sort, and the discipline to actually mine what you harvested.

Content Systems

The Content Production Math Nobody Does: Hours In, Assets Out

Most coaches and consultants have never divided the hours they spend on content by the assets that actually shipped. I did. The number was ugly, and then it moved.

Your VA Using ChatGPT Is Not an AI System

A person with a login is not a system. It is a person. Here is the difference between renting output and owning production, and why it matters the day your VA leaves.

Stop Asking ChatGPT to 'Write in My Voice.' Do This Instead.

How to make AI sound like you is not a prompt problem. 'Write in my voice' gives the model nothing to hold. Here is the 20-minute version of what actually works.

Why I Don't Use AI Templates (And What I Build Instead)

AI templates vs systems is not a style debate. A template gives every coach the same skeleton and calls it personalization. Here is what I build instead, and why.

5 Approved Documents Beat 285 Written Rules

Your AI system is only as good as the reference library behind it. I learned that by compressing a rulebook and then putting 5 pieces of real work above it.

1 AI Skill, 14 Versions: What Each Rewrite Actually Taught Me

The brand blueprint skill I run today is on version 14. Version 1 took a week and missed things I could see with my eyes closed. Here is the changelog, honestly.

Why I Test Every AI Skill Against the Worst Input, Not the Best

A skill that works on your cleanest transcript has not been tested. AI quality control starts with the ugliest file you own. Here is what mine broke on.

The Anatomy of an AI Skill File: What Is Actually Inside One

People imagine a skill file is a very long prompt. It is closer to an employee handbook with a test at the end. Here is a redacted walkthrough of a real one.

Content Systems

The 3 Sources: Why You Don't Need a Content Library

Most coaches and consultants rule themselves out over a content library they think they do not have. There are 3 Sources. You already own all of them.

I Ran 50+ AI Skills in Production for 1 Year. Here's What Broke

Not the models. The models were the most reliable part. Here is what actually failed across a year of production, and what I changed each time.

Why Your Revision Notes Should Become Rules, Not Tickets

A ticket closes. A rule holds. If you are giving the same feedback twice, you do not have a quality problem. You have a memory problem.

What Is an AI Content System? (And Why a Tool Isn't One)

An AI content system is not ChatGPT plus a transcript tool. Here is the layer in between that makes an ai content system actually work.

I Built 6 Websites and 4 Apps Without Writing Code

No coding background. No dev team. Why no code AI automation rewards outcome thinking over implementation, and why coaches already have the edge.

Content Systems

AI Content Repurposing for Coaches: Stop Starting Fresh

You have years of coaching recordings collecting dust. Mining your existing content beats writing from scratch, and AI systems make it automatic.

Why Your AI Brand Voice Sounds Generic

Your AI content sounds generic because of missing context, not the model. A reference library is the fix for your AI brand voice.

Prompts vs AI Skills: Why Prompting Isn't a System

Prompts give you one output. AI skills give you a system. Here's what the difference actually looks like when you're building for real.

Your MBA Won't Save You. Your Experiments Might.

The consultants winning the AI era aren't credentialed experts. They're relentless experimenters. Here's why proof of work beats proof of study.

Stop Specializing. Coordinating Is Your Upskilling Strategy.

Deep specialization is now a liability. The real AI upskilling strategy is coordination, knowing which tools to use where. Here's why.

How I Built AI Production Systems That Serve 15 Clients Per Cycle

Most agencies scale by hiring. I scaled by building AI production systems: structured skill packages that let one operator deliver consistent, high-quality output for 15 clients per cycle without burning out.

Menu Engineering with AI: Finding $2–4 of Hidden Revenue Per Guest

Most restaurants leave $2–4 per guest on the table because their menus are built on gut instinct. Here's how AI-driven menu engineering finds that hidden revenue systematically.

Why AI Consultants Fail (And What Operators Do Differently)

The AI consulting model is broken. Consultants deliver slide decks; operators deliver systems that run. Here's the difference and why it matters for your business.

From Enterprise Sales to AI Operations: My 11-Year Career Arc

I went from cold-calling CIOs at Tesla and Samsung to building AI production systems that serve 30+ clients. Here's every inflection point and what I learned at each stage.

Building Automation-First Growth Systems That Actually Scale

Most growth strategies fail because they depend on adding more people instead of better systems. Here's how to build automation-first growth that scales without proportional headcount increases.

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