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Notes from the Nextekk team.

Azure, AI, data analytics, and what we have learned shipping them, written for the people who actually build and run the systems.

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What the Azure OpenAI Demo Doesn't Show You

The demo works. Three months into production, the same system is producing wrong answers on a predictable subset of inputs, costs three times what was projected, and has no mechanism to detect when it is failing. Here is what the demo leaves out.

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