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. Developers can now use Bring Your Own Cloud on AWS. These updates streamline the deployment of complex agentic workflows and improve infrastructure control for enterprise AI teams.