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importantSYS.SOURCE: Cloudflare Blog• 2026-07-10T01:28:43Z

Designing a Model-Agnostic Vulnerability Discovery System

#Vulnerability Discovery#AI Security#Model Agnosticism#Automated Triage#Code Analysis

The article details a model-agnostic vulnerability discovery system emphasizing multi-stage automated triage, adversarial validation, and state management to improve security coverage across enterprise codebases. It highlights the importance of interchangeable AI models and persistent orchestration for scalable threat detection.

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