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Stack & engineering

The locked, opinionated stack behind the Novus ecosystem and how it is built — code-as-content architecture, type-safe content, edge rendering, and the AI-assisted engineering workflow that ships it solo.

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Stack & engineering · Jun 1, 2026
Shipping a model registry you can trust: auditing against Hugging Face
An engineering note on auditing an AI model registry for honesty — verified IDs, real sizes and licenses, and classical baselines labelled as such.
Stack & engineering

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Shipping a model registry you can trust: auditing against Hugging Face