diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 7923fb506..6dee29ea4 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,4 +1,4 @@
-image: registry.gitlab.gnome.org/gnome/glib/master:v9
+image: registry.gitlab.gnome.org/gnome/glib/master:v10
 
 stages:
   - build
diff --git a/.gitlab-ci/Dockerfile b/.gitlab-ci/Dockerfile
index 1a0dd11aa..aa37c7c66 100644
--- a/.gitlab-ci/Dockerfile
+++ b/.gitlab-ci/Dockerfile
@@ -3,9 +3,11 @@ FROM fedora:27
 RUN dnf -y install \
     autoconf \
     automake \
+    bindfs \
     desktop-file-utils \
     elfutils-libelf-devel \
     findutils \
+    fuse \
     gamin-devel \
     gcc \
     gcc-c++ \
diff --git a/.gitlab-ci/run-docker.sh b/.gitlab-ci/run-docker.sh
index 42d953857..f9a8c7513 100755
--- a/.gitlab-ci/run-docker.sh
+++ b/.gitlab-ci/run-docker.sh
@@ -2,7 +2,7 @@
 
 set -e
 
-TAG="registry.gitlab.gnome.org/gnome/glib/master:v9"
+TAG="registry.gitlab.gnome.org/gnome/glib/master:v10"
 
 docker build --build-arg HOST_USER_ID="$UID" --tag "${TAG}" \
     --file "Dockerfile" .