diff --git a/dev/tasks/docker-tests/azure.linux.yml b/dev/tasks/docker-tests/azure.linux.yml
index be03957e925ed..b66bfbdfe940a 100644
--- a/dev/tasks/docker-tests/azure.linux.yml
+++ b/dev/tasks/docker-tests/azure.linux.yml
@@ -46,7 +46,7 @@ jobs:
     displayName: Setup Archery
 
   - script: |
-      archery docker run \
+      archery --debug docker --using-docker-cli run \
         -e ARROW_DOCS_VERSION="{{ arrow.no_rc_version }}" \
         -e SETUPTOOLS_SCM_PRETEND_VERSION="{{ arrow.no_rc_version }}" \
         {{ flags|default("") }} \