Writing

Notes on systems, not hustle.

Short, direct notes on building AI agents, running a business on systems instead of effort, and what actually works with clients.

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You don't have an AI problem. You have a process problem.

Most owners buy a tool before they've written down the process it's supposed to replace. Fix the process first, and the agent becomes a formality.

An agent that automates a broken process just breaks faster. Here's the order that actually works.

The difference between a novelty and something that actually handles follow-up while you sleep.

A simple test for deciding what to hand off first — and what to leave alone for now.

The checklist I run through with every client before an agent touches a real customer.

Why the business owners who actually ship agents are the ones building alongside other people.

What twenty years in tech infrastructure and scaling a business past $30M actually taught me.

Short notes on systems and AI agents, sent once a week. No fluff.