One command now launches a vLLM server on Hugging Face Jobs. This integration removes the manual overhead of configuring infrastructure for high-throughput inference. Developers can deploy optimized models instantly without managing raw virtual machines. It is a convenient quality-of-life update for researchers who need rapid prototyping of serving endpoints.