Raghav Potluri  //  writing as InfraWhisperer

Field notes from the plumbing under LLM traffic.

Deep, specific write-ups on the infrastructure beneath large language models — distributed inference, prompt caching, and the telemetry that makes it debuggable. Read the code, run it on real GPUs, report what actually happens.

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KV cache

What your router actually knows about the KV cache

vLLM's KV-event stream never fires on a cache hit, and the caches under it aren't the radix-trie-plus-RCU design everyone whiteboards. Two corrections for anyone build...

2026-07-15 · 6 min

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