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Notes on shipping AI.

What we're learning building AI products in the real world, the parts that actually matter in production.

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Shipping RAG to production
Engineering

Shipping RAG to production without the 2am pages

Retrieval looks easy in a notebook and breaks in production. Here's the architecture we reach for on real client systems, and the failure modes it prevents.

Jun 2, 2026·7 min read
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