specterops.io· Jun 10, 2026· by Katherine

Prompt Engineering for Security Agents: A Measurable Approach with GEPA

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You may have read about our new GhostWorks initiative here at SpecterOps. As part of this effort, we continually trial different methods of evaluating and improving model performance to help understand what techniques can be applied to our research. This post follows one such attempt to find methods which can have a measurable improvement to […] The post Prompt Engineering for Security Agents: A Measurable Approach with GEPA appeared first on SpecterOps.
🎯 Vulnerability: Web Security Vulnerability
💡 Defense Fix: Implement strict input validation, contextual output encoding, and enforce least-privilege authorization controls.
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