diff --git a/.woodpecker.yml b/.woodpecker.yml
index e859a7c..8ea3c18 100644
--- a/.woodpecker.yml
+++ b/.woodpecker.yml
@@ -31,12 +31,11 @@ pipeline:
         - cron
 
   nightly_build_and_push_to_docker_hub:
-    image: plugins/docker
+    image: woodpeckerci/plugin-docker-buildx
     settings:
       dockerfile: Dockerfile
       repo: dessalines/joinlemmy-site
-      tags:
-        - latest
+      tag: latest
       username:
         from_secret: docker_username
       password:
@@ -55,12 +54,11 @@ pipeline:
       event: tag
 
   release_build_and_push_to_docker_hub:
-    image: plugins/docker
+    image: woodpeckerci/plugin-docker-buildx
     settings:
       dockerfile: Dockerfile
       repo: dessalines/joinlemmy-site
-      tags:
-        - latest
+      tag: latest
       username:
         from_secret: docker_username
       password: