AI Effectiveness
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In Practice

In Practice.

Walking the talk. The frameworks here (IRDA, Decision Maturity, the Scorecard) are easy to write about. The harder question is whether they hold up when you actually build with them. This page is where I check that — by shipping products that test the framework in production, and writing about what I learn when it survives, or when it breaks.

What I’m building right now

What I’m learning from doing it

Operational lessons from the actual building work get written down in the field notes (shorter, messier) and in the longer-form journal essays (when the lesson is structural enough to deserve the thousand words). The Scorecard is the artifact that captures the pattern across projects.

As the work travels — podcast appearances, operators quoting the framework in their own posts, case work for other teams — those will show up here too.