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2 transmissions on the MLOps channel.

3 MIN

LLMOps: Shipping LLM Apps That Do Not Fall Apart in Production

A demo that works in a notebook is not a product. LLM applications fail in ways traditional software does not: outputs are non-deterministic, quality is subjective, costs scale with usage, and a…

1 MIN

Shipping ML Models Without the Drama

Most ML incidents are not modeling problems, they are deployment problems. Here is a boring, repeatable path from notebook to production. Train reproducibly Pin everything and log the run. If you…

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