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Where do you enforce safety and data rules for an AI feature: in the prompt, in the application, or in the gateway?

A mandatory gateway can centralize limits and filtering, while applications authorize business actions. Neither a prompt nor a PII classifier guarantees that sensitive data stays private.

Updated Sep 2026 · Grounded in researched DevOps, SRE and platform engineering interview loops, written to a senior-engineer editorial bar, and never padded to hit a word count.

A mandatory gateway can centralize limits and filtering, while applications authorize business actions. Neither a prompt nor a PII classifier guarantees that sensitive data stays private.

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