diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e718c8c0d..a5c2a9e95 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -19,7 +19,7 @@ jobs:
           fetch-depth: 0
 
       - name: "Install tools"
-        run: "python -m pip install ansible-base antsibull-changelog --disable-pip-version-check"
+        run: "python -m pip install --upgrade ansible-base antsibull-changelog --disable-pip-version-check"
 
       - name: "Calculate next version"
         id: version
diff --git a/changelogs/config.yaml b/changelogs/config.yaml
index f644f3871..dbe4d1b03 100644
--- a/changelogs/config.yaml
+++ b/changelogs/config.yaml
@@ -31,3 +31,5 @@ sections:
 title: Prometheus.Prometheus
 trivial_section_name: trivial
 use_fqcn: true
+changelog_nice_yaml: true
+changelog_sort: "version_reversed"