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LiveUpdated 2026-09-19 18:08 UTC

Prefill and decode want opposite things from your router.

Prefill and decode want opposite things from your router. Prefill needs to land on a pod that already holds its…

This is a AI post classified by Jev as AI infra & evals (a tutorial), kept by the AI Radar because it carries real work, not commentary.

Prefill and decode want opposite things from your router. Prefill needs to land on a pod that already holds its prefix, so it only computes the delta. Decode doesn't care, it can pull KV from any prefiller. So @_llm_d_ schedules each phase with its own profile. Greg Pereira (Red Hat AI, llm-d) breaks down why one routing decision isn't enough:

Posted by Red Hat AI (12.5k followers) 3 days ago · 48 likes · 3k views · view the original post on X. Kept by the AI Radar as AI infra & evals.

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