diff --git a/bundles/systemd-networkd/files/interfaces b/bundles/systemd-networkd/files/interfaces
deleted file mode 100644
index 2e67d1c..0000000
--- a/bundles/systemd-networkd/files/interfaces
+++ /dev/null
@@ -1,3 +0,0 @@
-auto lo
-iface lo inet loopback
-iface lo inet6 loopback
diff --git a/bundles/systemd-networkd/files/template.network b/bundles/systemd-networkd/files/template.network
index 3784104..03bb020 100644
--- a/bundles/systemd-networkd/files/template.network
+++ b/bundles/systemd-networkd/files/template.network
@@ -1,6 +1,35 @@
+<%
+    from ipaddress import ip_network
+%>\
 [Match]
 Name=${interface}
 
+
+% for addr in sorted(config.get('ips', set())):
+[Address]
+<%
+    if '/' in addr:
+        ip, prefix = addr.split('/')
+    else:
+        ip = addr
+        prefix = '32'
+%>\
+Address=${ip}/${prefix}
+
+% endfor
+
+% if 'gateway4' in config:
+[Route]
+Gateway=${config['gateway4']}
+GatewayOnLink=yes
+% endif
+
+% if 'gateway6' in config:
+[Route]
+Gateway=${config['gateway6']}
+GatewayOnLink=yes
+% endif
+
 [Network]
 % if config.get('dhcp', False):
 DHCP=yes
@@ -11,23 +40,6 @@ DHCP=no
 IPv6AcceptRA=no
 % endif
 
-% for addr in sorted(config.get('ip_addresses', set())):
-Address=${addr}
-% endfor
-
-% if config.get('ip4_masquerade_outgoing', False):
-IPMasquerade=yes
-IPForward=ipv4
+% if config.get('forwarding', False):
+IPForward=yes
 %endif
-
-% if 'ip6_gateway' in config:
-[Route]
-Gateway=${config['ip6_gateway']}
-GatewayOnLink=yes
-% endif
-
-% if 'ip4_gateway' in config:
-[Route]
-Gateway=${config['ip4_gateway']}
-GatewayOnLink=yes
-% endif
diff --git a/bundles/systemd-networkd/items.py b/bundles/systemd-networkd/items.py
index 6f0764e..9980ab5 100644
--- a/bundles/systemd-networkd/items.py
+++ b/bundles/systemd-networkd/items.py
@@ -1,10 +1,20 @@
 assert node.has_bundle('systemd')
 
 files = {
-    '/etc/network/interfaces': {},
+    '/etc/network/interfaces': {
+        'delete': True,
+    },
 }
 
-for interface, config in node.metadata.get('interfaces', {}).items():
+directories = {
+    '/etc/systemd/network': {
+        'purge': True,
+    },
+}
+
+# Don't use .get() here. We might end up with a node without a network
+# config!
+for interface, config in node.metadata['interfaces'].items():
     files['/etc/systemd/network/10-{}.network'.format(interface)] = {
         'source': 'template.network',
         'content_type': 'mako',
@@ -12,6 +22,9 @@ for interface, config in node.metadata.get('interfaces', {}).items():
             'interface': interface,
             'config': config,
         },
+        'needed_by': {
+            'svc_systemd:systemd-networkd',
+        },
         'triggers': {
             'svc_systemd:systemd-networkd:restart',
         },