diff --git a/.forgejo/workflows/cleanup.yaml b/.forgejo/workflows/cleanup.yaml
index bf17be8..4b5256d 100644
--- a/.forgejo/workflows/cleanup.yaml
+++ b/.forgejo/workflows/cleanup.yaml
@@ -7,7 +7,7 @@ jobs:
   cleanup-staging:
     runs-on: docker
     container:
-      image: code.forgejo.org/oci/node:20-bookworm
+      image: code.forgejo.org/oci/node:22-bookworm
     steps:
       - name: Pipeline info PR
         run: |
diff --git a/.forgejo/workflows/deploy.yaml b/.forgejo/workflows/deploy.yaml
index 25ff1e8..b23937b 100644
--- a/.forgejo/workflows/deploy.yaml
+++ b/.forgejo/workflows/deploy.yaml
@@ -13,7 +13,7 @@ jobs:
   build:
     runs-on: docker
     container:
-      image: registry.gitlab.com/pages/hugo/hugo_extended:latest
+      image: hugomods/hugo:debian-node-lts-0.140.2
     steps:
       - name: Pipeline info
         run: |
@@ -21,13 +21,11 @@ jobs:
 
       - name: Install packages
         run: |
-          apk update
-          # For CI actions.
-          apk add nodejs-current
+          apt update
           # For website build.
-          apk add tzdata coreutils curl jq git
+          apt install -y curl jq git
           # For uploading.
-          apk add rsync openssh
+          apt install -y rsync ssh
 
       - uses: actions/checkout@v4
         with: