AI & Machine Learning

OpenAI Agents SDK Guardrail Coverage: Test the Tool Paths Your Safety Checks Miss

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Developing robust guardrails for AI agents requires mapping and testing all execution paths, not just those covered by standard tools. The OpenAI Agents SDK offers input, output, and tool guardrails, but these may not cover handoffs, hosted tools, or local execution environments. A practical approach involves creating a coverage map that identifies each unique effect path and implementing specific controls and negative tests to ensure comprehensive safety.

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