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Anthropic Interview Question: Every Batch Takes 100 ms. Why Is the API Slow?

This story is from 2026-10-27. It is preserved in the archive; the latest stories are on the live feed.

A worked system design problem about the waiting time your architecture diagram forgot. Let’s say your model finishes a batch in 100 milliseconds. Someone asks whether the API can respond in 100 milliseconds too, and suddenly the whiteboard feels a little less friendly. Because the model’s stopwatc…

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  1. 2026-10-27 06:26 · DEV Community — AI
    Anthropic Interview Question: Every Batch Takes 100 ms. Why Is the API Slow?

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