diff --git a/.forgejo/workflows/build_image.yaml b/.forgejo/workflows/build_image.yaml
new file mode 100644
index 0000000..b8a4f83
--- /dev/null
+++ b/.forgejo/workflows/build_image.yaml
@@ -0,0 +1,18 @@
+on: [push]
+jobs:
+  build_image:
+    runs-on: docker
+    steps:
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+      - name: Login to Docker registry (Forgejo)
+        uses: docker/login-action@v3
+        with:
+          registry: git.korhonen.cc
+          username: ${{ secrets.REGISTRY_USER }}
+          password: ${{ secrets.REGISTRY_PASSWORD }}
+      - name: Build and push image
+        uses: docker/build-push-action@v5
+        with:
+          push: true
+          tags: git.korhonen.cc/functionalhacker/hugo-asciidoc-docker-ci:latest
diff --git a/.woodpecker.yml b/.woodpecker.yml
deleted file mode 100644
index 64af457..0000000
--- a/.woodpecker.yml
+++ /dev/null
@@ -1,11 +0,0 @@
-steps:
-  build:
-    image: woodpeckerci/plugin-docker-buildx
-    settings:
-      repo: git.korhonen.cc/functionalhacker/hugo-asciidoc-docker-ci
-      registry: https://git.korhonen.cc
-      username: FunctionalHacker
-      password:
-        from_secret: registry_password
-      tags: latest
-      platforms: linux/amd64
diff --git a/README.adoc b/README.adoc
index 69bbdc0..784a3a5 100644
--- a/README.adoc
+++ b/README.adoc
@@ -1,7 +1,5 @@
 = Docker image to build Hugo sites in a CI environment
 
-image::https://ci.korhonen.cc/api/badges/17/status.svg[link="https://ci.korhonen.cc/repos/17"]
-
 I created this image because all of the current options for
 building my Hugo sites in a CI environment were either missing
 some dependencies needed for my site or the contained Hugo version