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A customer asks what stops their prompts from reaching another tenant on your inference platform. What is your answer?

Shared batching puts two tenants' data in one process on one device. That is defensible, and it is not what most customers assume they bought, so the answer has to be specific about which boundary exists where.

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.

Shared batching puts two tenants' data in one process on one device. That is defensible, and it is not what most customers assume they bought, so the answer has to be specific about which boundary exists where.

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