Wood Mouse wisdom

Notes from the workshop

Practical writing about AI agents, coaching, systems, and what actually improves performance in the real world.

What you will find here

Essays, workshop notes, practical frameworks, and hard-earned lessons about building and improving AI agents. The emphasis is on clarity, operational usefulness, and better decisions — not recycled hype.

What makes an AI agent coachable?

A practical view on what can actually be improved in an agent, and what usually needs to change around it.

Why most agent failures are workflow failures wearing a prompt costume

A sharper look at the difference between model quality problems and system design problems.

The Wood Mouse’s workshop notes

Field notes, experiments, and lessons on coaching agents, improving systems, and building trustworthy operations.