Build in public

Weekly updates on projects I'm building.

Each week I publish a short summary of what I shipped, what I learned, and what feels next. Follow the work as it happens.

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18 Aug 2026

Aggregate, not average

Can a handful of small, cheap local models, wired together the right way, do what you'd normally need a datacentre-hosted model for? Early results from a cascade built to test exactly that, and the bug that quietly inflated the first version of them.

2026-08-17 – 2026-08-23
applied-aiagentslocal-llm

About

Thomas North publishes this site as a working log alongside active projects and ongoing experiments. The goal isn't to look busy — it's to leave a trail that's readable later.

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