One command now lets users deploy a vLLM server directly on Hugging Face Jobs. This integration removes the manual overhead of configuring infrastructure for high-throughput LLM serving. It is a convenient quality-of-life update for developers. Practitioners can now move from model selection to a live inference endpoint in seconds.