Writing

Notes on data, systems, and the business of building them.

Essays by Kyle Lundstedt on data, technology systems, artificial intelligence, and business strategy.

AI Agents Are the New Employees

A human learns a fragmented workplace once; an agent can pay repeatedly to reconstruct it unless context is made reusable. AI turns hidden navigation into cost and…

Jul 22, 2026

Own Your Operating Memory

new economics

strategy

knowledge

What operating memory is, and why your firm — not the model vendor — must own it.

Jul 22, 2026

AI’s New Economics

new economics

strategy

Where value lands when AI makes cognitive labor abundant — and why the durable defense is owning your operating memory, making models contestable, and keeping your customer.

Jul 9, 2026

Categories

AI Agents Are the New Employees

Own Your Operating Memory

AI’s New Economics