---
title: "Lab — Build a Reproducible GPU Inference Server"
description: "Turn a hand-built LLM server into a small repository that takes a fresh GPU box to a verified endpoint, and prove it survives restarts and cold starts."
canonical_url: "https://fanout.sh/inference-eng/curriculum/01-06"
md_url: "https://fanout.sh/inference-eng/curriculum/01-06.md"
access: "public"
---

# Lab — Build a Reproducible GPU Inference Server

Turn a hand-built LLM server into a small repository that takes a fresh GPU box to a verified endpoint, and prove it survives restarts and cold starts.

---
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