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Stories

How the loop runs across my product, my server and my day job.

Before anything leaves the box or can't be undone (an email, a post, an invite, a merge, a release, a purchase), my agent asks one tool, and it answers Auto, Ask or Never from a table I write in plain markdown.

Families make illustrated, narrated storybooks starring their own people, and a team of AI agents on my server writes the code, watches production and ships releases, with my yes as the only gate.

Every AI agent I use reads and writes the same shared hub, so I stop being the person who carries context from one chat to the next, and every memory goes through one door that checks a policy I wrote.

An agent that works all day floods you, so I built an app that gives me one decision at a time, ranked and paced through my day, and I steer it by saying "slower" or "break".

The same model at work: a major airline's maintenance technology

outcome · truth · control · shape · persist

At a major airline's maintenance-technology organization I sit between architecture and delivery with no direct reports, and over the last year I turned that seat into an AI-assisted way of working that colleagues across the org adopted, from engineers to directors.

Students prove they understand a subject by teaching a blank AI, fact by fact and rule by rule, until it can pass an interview graded against the teacher's rubric.