diff --git a/.woodpecker.yml b/.woodpecker.yml
index 77c1d1c..9e45632 100644
--- a/.woodpecker.yml
+++ b/.woodpecker.yml
@@ -29,3 +29,9 @@ steps:
       - bash ~/sources/kube/dcos/runmefirst.sh
     when:
       event: push
+
+# Docker plugin requires privileged mode for building images
+plugins:
+  - name: docker
+    settings:
+      privileged: true