Notes

Writing on the limits of AI adoption.

Arguments, frameworks, and observations from our work helping ambitious teams design, deploy, and monitor AI agents in production.

7 min read

The self-replacement crisis.

The bigger threat isn’t that AI replaces people. It’s that people replace themselves.

14 min read

The Displacement Trap.

The companies cutting hardest may lose the AI decade.