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  • Oct 9, 2026 One Deployment, Many Agents: The Rise of Per-Run Configuration

    OpenAI's Agents API, LangChain's Managed Deep Agents v0.9, and Genkit Dart 1.0 all shipped a version of the same idea within a month: decide what an agent is per run, not per deployment. What that does to the security boundary and to observability.

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