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