Interpretable Context Methodology

How I build AI-assisted workflows with Claude and the Model Workspace Protocol — structured, reviewable, and built for real engineering problems, not demos.

The building blocks

MWP

Model Workspace Protocol

A structured way of organizing project context so Claude has exactly what it needs — no more, no less — for every task. It's the scaffolding underneath everything I build.

ICM

Interpretable Context Methodology

A discipline for keeping AI-assisted work reviewable: every decision traceable, every piece of context legible to a human, not just the model.

ICM projects — coming soon

This is where the write-ups on my ICM workflow, the CyberArk API change reporter, and other Claude-built projects will live. Check back soon, or follow along on the blog.

In progress