diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 0339b4a0a8..b0fb359abc 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -116,6 +116,7 @@ trigger:
 
 .fedora image:
   variables:
+    FDO_BASE_IMAGE: 'registry.fedoraproject.org/fedora-toolbox:34'
     FDO_DISTRIBUTION_VERSION: '34'
     FDO_REPO_SUFFIX: "$FEDORA_AMD64_SUFFIX"
     FDO_DISTRIBUTION_TAG: "$FEDORA_TAG-$GST_UPSTREAM_BRANCH"
diff --git a/.gitlab-image-tags.yml b/.gitlab-image-tags.yml
index 0f0ae44e1a..8fd7242260 100644
--- a/.gitlab-image-tags.yml
+++ b/.gitlab-image-tags.yml
@@ -5,7 +5,7 @@ variables:
   # If you are hacking on them or need a them to rebuild, its enough
   # to change any part of the string of the image you want.
   ###
-  FEDORA_TAG:  '2023-08-31.1-f34'
+  FEDORA_TAG:  '2023-09-28.0-f34tlbx'
 
   INDENT_TAG: '2023-08-24.3'
 
diff --git a/ci/docker/fedora/prepare.sh b/ci/docker/fedora/prepare.sh
index c283977524..e7e321164d 100644
--- a/ci/docker/fedora/prepare.sh
+++ b/ci/docker/fedora/prepare.sh
@@ -7,7 +7,7 @@ set -eux
 sed -i '/tsflags=nodocs/d' /etc/dnf/dnf.conf
 dnf -y swap coreutils-single coreutils-full
 
-dnf install -y git-core dnf-plugins-core python3-pip
+dnf install -y git-core dnf-plugins-core python3-pip toolbox-experience
 
 # Configure git for various usage
 git config --global user.email "gstreamer@gstreamer.net"