Pro tip: Use a read only rootfs and use overlayfs to write any changes to ram instead of the SD. Then you just gotta put your state on a USB drive, network etc.

You can also mount /var/log as a tmpfs. Worked for the Debian based OS but not so well with Fedora (on an eMMC volume).