diff --git a/.forgejo/workflows/pipeline.yml b/.forgejo/workflows/pipeline.yml
index cbbdec6..e8b1676 100644
--- a/.forgejo/workflows/pipeline.yml
+++ b/.forgejo/workflows/pipeline.yml
@@ -8,31 +8,49 @@ jobs:
     steps:
       - name: Checkout Code
         uses: actions/checkout@v3
-      - name: Set up Go
-        uses: actions/setup-go@v3
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+
+      - name: Login to Forgejo Registry
+        uses: docker/login-action@v3
         with:
-          go-version: '1.24'
-      - name: Build Go Binary
-        run: go mod tidy && go build -o loic
-      - name: Test Go Binary
-        run: go test
-      - name: Debug Variables
-        run: |
-          env
-          echo "Commit SHA: $GITHUB_SHA"
-          echo "Identity: {{ .Identity }}"
-          echo "Forgejo Base URL: $FORGEJO_BASE_URL"
+          registry: ${{ env.FORGEJO_BASE_URL }}
+          username: ${{ secrets.FORGEJO_USERNAME }}
+          password: ${{ secrets.FORGEJO_PASSWORD }}
+
       - name: Build and Push Docker Image
-        run: |
-          echo "Building Docker image..."
-          docker build -t loic:${{ github.sha }} . || { echo "Docker build failed"; exit 1; }
-          echo "Tagging image..."
-          docker tag loic:${{ github.sha }} ${{ env.FORGEJO_BASE_URL }}/{{ .Identity }}/loic:${{ github.sha }} || { echo "Docker tag failed"; exit 1; }
-          echo "Logging in to Forgejo registry..."
-          docker login -u {{ .Identity }} --password-stdin ${{ secret.PASSWORD }} || { echo "Docker login failed"; exit 1; }
-          echo "Pushing Docker image..."
-          docker push ${{ env.FORGEJO_BASE_URL }}/{{ .Identity }}/loic:${{ github.sha }} || { echo "Docker push failed"; exit 1; }
-          echo "Done!"
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          push: true
+          tags: ${{ env.FORGEJO_BASE_URL }}/${{ secrets.FORGEJO_USERNAME }}/loic:${{ github.sha }}
+
+      # - name: Set up Go
+      #   uses: actions/setup-go@v3
+      #   with:
+      #     go-version: '1.24'
+      # - name: Build Go Binary
+      #   run: go mod tidy && go build -o loic
+      # - name: Test Go Binary
+      #   run: go test
+      # - name: Debug Variables
+      #   run: |
+      #     env
+      #     echo "Commit SHA: $GITHUB_SHA"
+      #     echo "Identity: {{ .Identity }}"
+      #     echo "Forgejo Base URL: $FORGEJO_BASE_URL"
+      # - name: Build and Push Docker Image
+      #   run: |
+      #     echo "Building Docker image..."
+      #     docker build -t loic:${{ github.sha }} . || { echo "Docker build failed"; exit 1; }
+      #     echo "Tagging image..."
+      #     docker tag loic:${{ github.sha }} ${{ env.FORGEJO_BASE_URL }}/{{ .Identity }}/loic:${{ github.sha }} || { echo "Docker tag failed"; exit 1; }
+      #     echo "Logging in to Forgejo registry..."
+      #     docker login -u {{ .Identity }} --password-stdin ${{ secret.PASSWORD }} || { echo "Docker login failed"; exit 1; }
+      #     echo "Pushing Docker image..."
+      #     docker push ${{ env.FORGEJO_BASE_URL }}/{{ .Identity }}/loic:${{ github.sha }} || { echo "Docker push failed"; exit 1; }
+      #     echo "Done!"
 
       # - name: Update Deployment Manifest
       #   run: |