The Smaller Model Had to Earn Its Place Season 5, Episode 2
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Ryan Duffy
Site reliability engineer who builds AI infrastructure. A global network by day, a self-hosted AI platform by night — and the decisions written down along the way.
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The Smaller Model Had to Earn Its Place
More context on the same GPU meant testing a smaller model, repairing its callers and recognising when the judge changed too.
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Rootweaver
My independent AI engineering platform. Coding tools, persistent memory, searchable knowledge and code relationships, connected with signed provenance.
I design and operate it with AI-assisted development.