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 deploy via Bring Your Own Cloud on AWS. These updates streamline the transition from local prototyping to scalable, production-grade agentic workflows for enterprise teams.