Native sandbox execution and a model-native harness now power the OpenAI Agents SDK. These updates allow developers to build secure, long-running agents that operate across multiple files and tools. The shift reduces manual infrastructure overhead for agentic workflows. Practitioners can now deploy autonomous systems with built-in security layers for complex, multi-step tasks.