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Notes on gen ai in production

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RAG will not save dirty data

Three months debugging an internal QA system, and 80% of the work turned out to be document normalization.

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What happens once a model leaves the notebook: RAG, tool-calling agents, and where humans still belong in the loop.

Three months debugging an internal QA system, and 80% of the work turned out to be document normalization.