diff --git a/.github/workflows/test-and-publish.yml b/.forgejo/test-and-publish.yml
similarity index 78%
rename from .github/workflows/test-and-publish.yml
rename to .forgejo/test-and-publish.yml
index 7e65a17..363f363 100644
--- a/.github/workflows/test-and-publish.yml
+++ b/.forgejo/test-and-publish.yml
@@ -19,13 +19,13 @@ jobs:
 
   # Run the tests scripts
   test:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     steps:
-    - uses: actions/checkout@v4
+    - uses: https://github.com/actions/checkout@v4
       with:
         fetch-depth: 0
     - name: Set up Python
-      uses: actions/setup-python@v5
+      uses: https://github.com/actions/setup-python@v5
       with:
         python-version: 3.11
         cache: pip
@@ -39,7 +39,7 @@ jobs:
 
   # Build and push the docker images
   build-and-push-images:
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-22.04
     needs: test
     
     permissions:
@@ -50,15 +50,15 @@ jobs:
 
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v4
+        uses: https://github.com/actions/checkout@v4
      
       - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
+        uses: https://github.com/docker/setup-qemu-action@v3
         with:
           platforms: arm32v7/armhf # arm64v8/aarch64 - no current need for arm64
 
       - name: Log in to the Container registry
-        uses: docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1
+        uses: https://github.com/docker/login-action@65b78e6e13532edd9afa3aa52ac7964289d1a9c1
         with:
           registry: ${{ env.REGISTRY }}
           username: ${{ github.actor }}
@@ -72,7 +72,7 @@ jobs:
 
       - name: Extract metadata (tags, labels) for Docker
         id: meta
-        uses: docker/metadata-action@9ec57ed1fcdbf14dcef7dfbe97b2010124a938b7
+        uses: https://github.com/docker/metadata-action@9ec57ed1fcdbf14dcef7dfbe97b2010124a938b7
         with:
           images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
           tags: |
@@ -83,7 +83,7 @@ jobs:
 
       - name: Build and push Docker image
         id: push
-        uses: docker/build-push-action@f2a1d5e99d037542a71f64918e516c093c6f3fc4
+        uses: https://github.com/docker/build-push-action@f2a1d5e99d037542a71f64918e516c093c6f3fc4
         with:
           context: .
           platforms: linux/arm/v7,linux/amd64 # linux/arm64 no current need for arm64
@@ -95,7 +95,7 @@ jobs:
           cache-to: type=gha,mode=max
       
       - name: Generate artifact attestation
-        uses: actions/attest-build-provenance@v1
+        uses: https://github.com/actions/attest-build-provenance@v1
         with:
           subject-name: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME}}
           subject-digest: ${{ steps.push.outputs.digest }}