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techMEDIUM2026-05-08 11:41 UTC

The Difference Between a Consumer Prompt and Production Infrastructure

That is not engineering. That is relying on vibes. Consumer prompts are designed to optimize for helpfulness. Production prompts must optimize for boundaries. In a consumer chat, a hallucination is a funny screenshot on Twitter. In an enterprise deployment, a hallucination is a regulatory breach, a

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