AI workflows built for real work.
I explore AI workflows in my daily work as a developer and share the ones worth keeping.
Notes from the work.
First note in progress.
The free building blocks live on GitHub.
Individual skills, slash commands and MCP tools — extracted from real work, published as I build them. Use them, fork them, send a PR.

Hi, I'm Michael. I spent 25 years as an architect, 15 as a developer, and now build AI tools for people building things on their own.
I kept doing the same repeating tasks until I figured out how to get AI to handle them. I document what works and share it openly — the skills, the failures, and the workflows worth keeping.
Writing lives in the journal. The free building blocks live on GitHub.
Notes on AI workflows, shared as I figure them out.
No newsletter, no funnel — just notes from exploring AI workflows in real work.
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