The Blog
Notes on
AI-proofing.
Practical thinking on AI agents, automation, and building a business that competitors can't easily copy.
Jul 7, 2026
How to Build a 24/7 AI Sales Assistant That Personalizes Every Outreach Automatically
Generic outreach gets deleted. Here's how to build a system that researches every lead automatically, personalizes every email and SMS, and sends before you touch it.
Read post →Jun 16, 2026
Why Context-First AI Agent Systems Are Now The Biggest Moat Left in 2026
Frontier models have converged — model choice is no longer a moat. The durable edge is the context layer you build around them. Here's why, and what to do about it.
Read post →Jun 16, 2026
Build a Business That Gets Stronger Every Quarter
Every competitor can call the same frontier models. The only moat that compounds is the context layer you build around them. Here's how to start this week.
Read post →Jun 15, 2026
The Five AI Agent Systems Business Owners Need Today
Hundreds of agent products exist, but the value concentrates in five categories. Here's the map — what each does, who leads it, and where to start.
Read post →Jun 15, 2026
I Stopped Asking AI Questions and Started Handing It the Work
The 2026 question isn't what AI can answer — it's what it can run without you. A field report on the agent systems owners are deploying, and where they quietly fall apart.
Read post →Jun 12, 2026
What Actually Makes a Business AI-Proof
AI-proof doesn't mean using more AI. It means building a business that competitors — human or machine — cannot easily copy.
Read post →Jun 9, 2026
Context Is the Whole Game
Most AI projects don't fail because the model is weak. They fail because the model has no idea how your business actually works.
Read post →Jun 5, 2026
One Source of Truth: The Foundation Every System Needs
You can't automate a mess. Before any system pays off, your business needs one place where the real answer lives.
Read post →Jun 2, 2026
Hire Outcomes, Not Hours: The Fractional Systems Engineer
You don't need another full-time hire to fix your operations. You need someone who builds systems that keep working after they're built.
Read post →