diff --git a/changelogs/fragments/477_ci_update.yml b/changelogs/fragments/477_ci_update.yml
new file mode 100644
index 0000000..20eb3f4
--- /dev/null
+++ b/changelogs/fragments/477_ci_update.yml
@@ -0,0 +1,2 @@
+trivial:
+  - "Drop Python3.9 and replace Fedora37 with 38(https://github.com/ansible-collections/ansible.posix/issues/476).
diff --git a/tests/utils/shippable/shippable.sh b/tests/utils/shippable/shippable.sh
index 1a8be27..9db4959 100755
--- a/tests/utils/shippable/shippable.sh
+++ b/tests/utils/shippable/shippable.sh
@@ -147,7 +147,7 @@ function cleanup
         if [ "${process_coverage}" ]; then
             # use python 3.9 for coverage to avoid running out of memory during coverage xml processing
             # only use it for coverage to avoid the additional overhead of setting up a virtual environment for a potential no-op job
-            virtualenv --python /usr/bin/python3.9 ~/ansible-venv
+            /usr/bin/python3.12 -m venv ~/ansible-venv
             set +ux
             . ~/ansible-venv/bin/activate
             set -ux