diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index cc61edf1e..e6b29dd04 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -10,7 +10,7 @@ cache:
     - _ccache/
 
 variables:
-  FEDORA_IMAGE: "registry.gitlab.gnome.org/gnome/glib/fedora:v9"
+  FEDORA_IMAGE: "registry.gitlab.gnome.org/gnome/glib/fedora:v10"
   COVERITY_IMAGE: "registry.gitlab.gnome.org/gnome/glib/coverity:v1"
   DEBIAN_IMAGE: "registry.gitlab.gnome.org/gnome/glib/debian-stable:v7"
   ANDROID_IMAGE: "registry.gitlab.gnome.org/gnome/glib/android-ndk:v3"
diff --git a/.gitlab-ci/fedora.Dockerfile b/.gitlab-ci/fedora.Dockerfile
index 39553e280..139d87fb8 100644
--- a/.gitlab-ci/fedora.Dockerfile
+++ b/.gitlab-ci/fedora.Dockerfile
@@ -1,5 +1,8 @@
 FROM fedora:31
 
+# Set /etc/machine-id as it’s needed for some D-Bus tests
+RUN systemd-machine-id-setup
+
 RUN dnf -y update \
  && dnf -y install \
     bindfs \