diff --git a/fedora-atomic.ks b/fedora-atomic.ks
index eade5b8..26e5353 100644
--- a/fedora-atomic.ks
+++ b/fedora-atomic.ks
@@ -94,12 +94,9 @@ NETWORKING=yes
 NOZEROCONF=yes
 EOF
 
-# For cloud images, 'eth0' _is_ the predictable device name, since
-# we don't want to be tied to specific virtual (!) hardware
-rm -f /etc/udev/rules.d/70*
-ln -s /dev/null /etc/udev/rules.d/80-net-setup-link.rules
-
-# simple eth0 config, again not hard-coded to the build hardware
+# Remove any persistent NIC rules generated by udev
+rm -vf /etc/udev/rules.d/*persistent-net*.rules
+# And ensure that we will do DHCP on eth0 on startup
 cat > /etc/sysconfig/network-scripts/ifcfg-eth0 << EOF
 DEVICE="eth0"
 BOOTPROTO="dhcp"