Temporary, production-like deployments now allow teams to test pull request branches before merging agent changes. This feature integrates directly with LangSmith to isolate experimental workflows from stable environments. Developers can now validate LangChain agent behavior in a sandbox. It reduces regression risks during the iterative development of complex agentic loops.