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Time to first token has tripled on your inference service. Nothing deployed. Walk me through the triage.

Queue time, prefill and decode fail for different reasons and the aggregate hides which. Split the metric first and the candidate list drops from twenty to three.

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.

Queue time, prefill and decode fail for different reasons and the aggregate hides which. Split the metric first and the candidate list drops from twenty to three.

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