What AI Is Actually For
AI didn't change what I do. It changed what I have to carry — and that distinction is the whole philosophy.
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AI in practice.
What AI actually does in the operation, where it helps, and where it reaches its limits.
Oldest first. Follow how the thinking developed.Treat AI Like a New Hire, Not a Genie
A genie makes you careless. A new hire makes you a manager. Why everything I do with AI is propose-then-approve until trust is earned.
Read →Why AI Still Can't Price My Rehabs
I have automated most of this business. One number still resists: what a rehab actually costs me. Why I stopped trying to close that gap, and started treating it as a measurement of the moat.
Read →The number that stays human
Rehab cost resists the automation. Treating that limit as a boundary changed how I use the tools around it.
Read →A Model Has No Null
A model cannot return an empty set. Ask it something it has no basis for and it fills the hole anyway, because filling holes is the whole job. Two vacuums come out of that, and only one of them gets talked about. Here is how I engineer the abstention the architecture will not give me.
Read →Salesforce Just Shipped the Hands. Nobody Shipped the Brain.
Salesforce put its CRM inside Claude and told the world its own interface no longer matters. The architecture is right. The piece they left out is the one that compounds.
Read →Grok bots on the operating desk
Specialist bots and a thin Chief of Staff now run on Grok with lane skills and Control MCP emit.
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