Inference Engineering Without a GPU: Engineer Details a CPU-First Path into the Field

abhijithneil · x · 2026-09-30

Responding to many questions about starting an inference engineering career without GPUs, engineer abhijithneil published a detailed guide. Having deployed with thousands of dollars of GPU compute, he argues most of the field's engineering knowledge doesn't require GPUs.

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