This week’s releases signal a shift toward operational efficiency. Hugging Face now lets you deploy vLLM servers in one command, simplifying infrastructure for production apps. Meanwhile, research on KV cache eviction and RL tool-use localization suggests we are finally getting better at squeezing real-world performance out of expensive models without adding latency. #LLMs #MLOps