The Scheduler: Backpressure, Timeouts, and Knowing When to Say No — Part 4 of NanoServe, a tiny LLM inference engine build series. This article covers how a real scheduler replaces continuous batching's naive admission policy with a bounded queue, backpressure, and timeouts.