Sure thing. First, run the AI‑generated schedule through a dry‑run in your staging environment—simulate the restarts, log the results, and compare against your baseline downtime stats. Make sure the model isn’t missing corner cases like maintenance windows or critical service dependencies. If the numbers line up and the plan passes the simulation, you can move it into production with a rollback plan in place. About the keyboard layout, a minimalist grid that maps common admin shortcuts to easy‑reach keys could cut keystrokes. Maybe group “shutdown,” “restart,” “logrotate,” and “systemctl” under a single modifier. It’ll feel like a breeze once you’ve mapped it out. Let me know if you want to sketch a prototype.