I Asked Claude to Map My Infrastructure. Then I Asked a Purpose-Built Tool. (opens in new tab)

I manage a small stack. Three Linux VMs, one Kubernetes cluster, maybe 20-something services total. Not big. But underdocumented — the kind of environment where you SSH in and discover things you forgot were running. Last week I ran the same task through two different AI tools: "tell me what's running, how it connects, and what looks risky." One is a general-purpose LLM (Claude). The other is a purpose-built AI SRE tool. Same environment, same ask. The results were... instructive. The task Si...