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Security agents now triage alerts and investigate endpoints, but governance lags behind capabilities. A four-layer architecture separates skills, reasoning methodology, model execution, and environmental context to make agent decisions testable and model-independent. This allows trust evidence to transfer across model swaps and meet emerging regulations like the EU AI Act.
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