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OpenAI Updates Agents SDK for Secure AI Agents

Published 16 April 2026

OpenAI has released an updated version of its Agents SDK, providing developers with new tools to build AI agents capable of handling complex, autonomous tasks in secure environments. The enhancements, which include integrated sandbox execution and a model-native harness, aim to streamline the creation of agents that can inspect files, run commands, edit code, and manage multistep processes, marking a step forward in enterprise-ready AI development.

The update addresses key challenges in deploying AI agents from prototypes to production. Previously, developers faced trade-offs with generic frameworks that offered flexibility but underutilized advanced model capabilities, or provider-specific tools that limited transparency and control. OpenAI's SDK positions itself as a balanced solution, combining ease of use with robust infrastructure tailored to its frontier models. The new harness organizes interactions between the AI model, tools, and data, enabling agents to operate like executive systems rather than simple assistants. It incorporates features such as configurable memory, filesystem tools for document handling, and standardized primitives like tool use through the Model...

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