Putting a model behind an HTTP endpoint takes hours. Building a service that remains useful during traffic spikes, model upgrades, malformed requests, and infrastructure failures takes considerably more thought. Production LLM hosting is a system design problem, not simply a GPU provisioning task. This blueprint separates responsibilities so each layer...