Be the Architect: Intentional AI Engagement for Cybersecurity Engineering
TL;DR: How SpecterOps combined deliberate human engagement, model routing, and specialized tools to overhaul Ghostwriter’s user interface for $815.50 in model spend. Disclosure: SpecterOps participates in OpenAI’s Trusted Access for Cyber and Daybreak programs. Codex is the primary example in this article because it fits our engineering workflow and because of that relationship. The operating […] The post Be the Architect: Intentional AI Engagement for Cybersecurity Engineering appeared first on
🎯 Vulnerability: Web Security Vulnerability
💡 Defense Fix: Implement strict input validation, contextual output encoding, and enforce least-privilege authorization controls.