You can update the Linux kernel without killing userspace. Granted it's not without reboot though. Just hibernate/suspend to disk and choose a different kerne

You can update the Linux kernel without killing userspace. Granted it's not without reboot though. Just hibernate/suspend to disk and choose a different kernel on startup, it will still load the RAM image just fine; every program will be still running.