How We Built a LangGraph Agent To Prioritize GitOps Vulns

In today’s complex Kubernetes environments, managing and prioritizing vulnerabilities can quickly become overwhelming. With dozens or even hundreds of containers running across multiple services, how do you decide which vulnerabilities to address first?

This is where AI can help, and in this article we’ll share our experience building HAIstings, an AI-powered vulnerability prioritizer, using LangGraph and LangChain, with security enhanced by CodeGate, an open source AI gateway developed by Stacklok.

Too Many Vulnerabilities, Too Little…