Managed Deep Agents and LLM Gateway entered public beta this month. LangChain also released Deep Agents v0.7 and Tuned Evaluators to refine model performance. The update adds Bring Your Own Cloud for AWS users. These tools simplify the deployment of complex agentic workflows for developers moving from prototype to production.