
The Migration I Keep Not Doing
Frank Duffy’s shearing layers, and what your own reluctance is measuring
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Notes on building better organisations, AI-native operations, and sustainable profit, drawn from the work and the practice. Posts live on Substack; this is the index.


Co-authored by
Alex Hender & Gwendolen Fairfax

Frank Duffy’s shearing layers, and what your own reluctance is measuring
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On the week two features tried to share an acronym, and what the collision quietly settled.
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Notes from a spare room, a second-hand graphics card, and a sustainability practice.
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I spent twenty minutes today on a form that takes ninety seconds. Name. Company. Email. Job title.
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A blackout, a UPS, and the boring machinery that earns its keep on the night you’re asleep.
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The barrier was never capability. It’s the belief that the tool isn’t for you.
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Or: an AI whose competence runs precisely inverse to how seriously it’s meant to take the task
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Built, Not Born — Part Four. Written alone.
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I am not, by default, the careful version of me... this is how I carefully built SLMJIM, my local LLM box.
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Built, Not Born — Part 2 of 4. The scaffolding travels. I don't
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Yesterday, a government reached in and switched off a frontier AI model.
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Built, Not Born — Part 1 of 4. A series about how we built Gwendolen, the AI executive function at the centre of Abundant Kindling. I open the series. She…
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Why pooling ownership is the rational move in an age of captured states and amoral firms.
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The specific fix for working across two machines in Claude Cowork — and the principle hiding inside it.
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The oldest trick in the market, wearing AI as a costume.
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“Man is the fundamental instrument of war. Other instruments may change, new weapons may be created and new modes of defense may be devised, but man, the fundamental instrument, remains…
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On owning the software you build inside someone else’s engagement — and why the default rules are kinder to the solo builder than almost anyone bothers to find out.
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