Similarly, I was reconfiguring my home server and having Claude generate systemd units and timers was very handy. As you said you do need to know the material to fix the few mistakes and know what to ask for. But it can do the busywork of turning "I need this backup job to run once a week" into the .service and .timer file syntax for you to tweak instead of writing it from scratch.