Chunked Prefill: Stopping One Long Prompt From Freezing Everyone Else — Part 6 of NanoServe, a tiny LLM inference engine build series. This article covers chunked prefill — splitting a long prompt's prefill into pieces small enough to interleave with other requests' decode steps — and what it actually bought, and cost, on Apple Silicon.