diff --git a/autoupdate-unit/Containerfile b/autoupdate-unit/Containerfile
new file mode 100644
index 0000000..99bd78f
--- /dev/null
+++ b/autoupdate-unit/Containerfile
@@ -0,0 +1,6 @@
+# This example injects a systemd unit to perform automatic daily OS updates.
+FROM quay.io/fedora/fedora-coreos:stable
+# The key content is in [usr/lib/systemd/system](usr/lib/systemd/system)
+ADD usr usr
+# At the current time, zincati cannot be used for container updates.  More in https://github.com/coreos/fedora-coreos-tracker/issues/1263
+RUN systemctl mask zincati
diff --git a/autoupdate-unit/usr/lib/systemd/system/autoupdate-host.service b/autoupdate-unit/usr/lib/systemd/system/autoupdate-host.service
new file mode 100644
index 0000000..429799b
--- /dev/null
+++ b/autoupdate-unit/usr/lib/systemd/system/autoupdate-host.service
@@ -0,0 +1,8 @@
+[Unit]
+Description=Automatic host upgrades
+[Service]
+Type=simple
+# Note that this will be a no-op if there are no changes.
+ExecStart=rpm-ostree upgrade --reboot
+# We'll use https://github.com/coreos/rpm-ostree/pull/4384 in the future
+StandardOutput=null
\ No newline at end of file
diff --git a/autoupdate-unit/usr/lib/systemd/system/autoupdate-host.timer b/autoupdate-unit/usr/lib/systemd/system/autoupdate-host.timer
new file mode 100644
index 0000000..dea07c8
--- /dev/null
+++ b/autoupdate-unit/usr/lib/systemd/system/autoupdate-host.timer
@@ -0,0 +1,7 @@
+[Unit]
+Description=Automatic daily host upgrades
+[Timer]
+OnBootSec=1h
+OnUnitInactiveSec=1d
+[Install]
+WantedBy=timers.target
diff --git a/autoupdate-unit/usr/lib/systemd/system/timers.target.wants/autoupdate-host.timer b/autoupdate-unit/usr/lib/systemd/system/timers.target.wants/autoupdate-host.timer
new file mode 120000
index 0000000..fe34006
--- /dev/null
+++ b/autoupdate-unit/usr/lib/systemd/system/timers.target.wants/autoupdate-host.timer
@@ -0,0 +1 @@
+../autoupdate-host.timer
\ No newline at end of file