Diagram of a continuous batching scheduler with paged KV cache blocks being shared across active sequences.

Build a Continuous Batching LLM Scheduler From Scratch

Ship a working continuous batching scheduler with paged KV cache and dynamic request interleaving. Real Python, runnable locally, and a roadmap from toy to production-flavored.

September 7, 2026 · 12 min · 2473 words · martinuke0
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