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. These updates include a Bring Your Own Cloud option for AWS users. Developers can now deploy complex agentic workflows with reduced infrastructure overhead and improved evaluation metrics.