Mable [surname]

Learning agentic AI out loud — practical use cases for teams that do real work, not code.

I write about using AI — mostly Claude — to help business teams work smarter. Practical, hype-free, learning in public. Here's what I'm thinking about.

Building a Prompt Engine

A system for writing AI instructions that actually work — and don't need to be rewritten every time the model updates.