Security model evaluation results Security model evaluation results

Grading Seven AI Models on Blue-Team Security Work in a VM With No Network Card

TL;DR I wanted to know which models I can trust for the defensive side of running a homelab: reviewing code for vulnerabilities, reviewing Kubernetes and Terraform config, triaging logs, and reading threat intel without making things up. So I built a harness with 112 frozen synthetic cases, graded everything deterministically (no LLM judge), and ran every model-written fix inside a Proxmox VM whose network card was deleted at the hypervisor. ...

October 12, 2026 · 16 min · zolty

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