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A developer fed Gemma 4 all Docker Compose files from a homelab. The local LLM flagged hardcoded credentials in Vaultwarden and Keeper containers, including ADMIN_TOKEN and ENCRYPTION_KEY. It also identified infrastructure risks like docker.sock mounts and host networking. The entire analysis ran locally with no cloud APIs.
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