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Teams building agents with Google ADK gain a path to production-grade managed infrastructure — with persistence, streaming, and tracing — without rebuilding their agent outside the ADK framework.
Developers shipping multi-user agents on LangSmith can now enforce per-user data isolation and role-based permissions with roughly 40 lines of Python, eliminating the need for custom middleware or separate access-control infrastructure.