Providing LLMs with live cluster topology and service-account context raised correct Kubernetes security patches from 11.1% to 78.0% on topology-dependent findings, with no change on a topology-independent control.
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Does Runtime Topology Context Improve LLM-Generated Kubernetes Security Patches?
Providing LLMs with live cluster topology and service-account context raised correct Kubernetes security patches from 11.1% to 78.0% on topology-dependent findings, with no change on a topology-independent control.