diff --git a/.github/workflows/build-runner.yml b/.github/workflows/build-runner.yml
index 51b96deed8..8d8a147f0e 100644
--- a/.github/workflows/build-runner.yml
+++ b/.github/workflows/build-runner.yml
@@ -34,39 +34,31 @@ jobs:
       - name: Checkout
         uses: actions/checkout@v2
 
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+
       - name: Set up Docker Buildx
-        id: buildx
-        uses: crazy-max/ghaction-docker-buildx@v1
+        uses: docker/setup-buildx-action@v1
         with:
-          buildx-version: latest
-
-      - name: Build Container Image
-        working-directory: runner
-        if: ${{ github.event_name == 'pull_request' }}
-        run: |
-          docker buildx build \
-            --build-arg RUNNER_VERSION=${RUNNER_VERSION} \
-            --build-arg DOCKER_VERSION=${DOCKER_VERSION} \
-            --platform linux/amd64,linux/arm64 \
-            --tag ${DOCKERHUB_USERNAME}/${{ matrix.name }}:v${RUNNER_VERSION} \
-            --tag ${DOCKERHUB_USERNAME}/${{ matrix.name }}:latest \
-            -f ${{ matrix.dockerfile }} .
+          version: latest
 
-      - name: Login to GitHub Docker Registry
-        run: echo "${DOCKERHUB_PASSWORD}" | docker login -u "${DOCKERHUB_USERNAME}" --password-stdin
+      - name: Login to DockerHub
+        uses: docker/login-action@v1
         if: ${{ github.event_name == 'push' }}
-        env:
-          DOCKERHUB_USERNAME: ${{ github.repository_owner }}
-          DOCKERHUB_PASSWORD: ${{ secrets.DOCKER_ACCESS_TOKEN }}
+        with:
+          username: ${{ github.repository_owner }}
+          password: ${{ secrets.DOCKER_ACCESS_TOKEN }}
 
-      - name: Build and Push Container Image
-        working-directory: runner
-        if: ${{ github.event_name == 'push' }}
-        run: |
-          docker buildx build \
-            --build-arg RUNNER_VERSION=${RUNNER_VERSION} \
-            --build-arg DOCKER_VERSION=${DOCKER_VERSION} \
-            --platform linux/amd64,linux/arm64 \
-            --tag ${DOCKERHUB_USERNAME}/${{ matrix.name }}:v${RUNNER_VERSION} \
-            --tag ${DOCKERHUB_USERNAME}/${{ matrix.name }}:latest \
-            -f ${{ matrix.dockerfile }} . --push
+      - name: Build [and Push]
+        uses: docker/build-push-action@v2
+        with:
+          context: ./runner
+          file: ./runner/${{ matrix.dockerfile }}
+          platforms: linux/amd64,linux/arm64
+          push: ${{ github.event_name != 'pull_request' }}
+          build-args: |
+            RUNNER_VERSION=${{ env.RUNNER_VERSION }}
+            DOCKER_VERSION=${{ env.DOCKER_VERSION }}
+          tags: |
+            ${{ env.DOCKERHUB_USERNAME }}/${{ matrix.name }}:v${{ env.RUNNER_VERSION }}
+            ${{ env.DOCKERHUB_USERNAME }}/${{ matrix.name }}:latest
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 459c11441e..fb240d13d4 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -6,6 +6,8 @@ jobs:
   build:
     runs-on: ubuntu-latest
     name: Release
+    env:
+      DOCKERHUB_USERNAME: ${{ github.repository_owner }}
     steps:
       - name: Checkout
         uses: actions/checkout@v2
@@ -29,23 +31,26 @@ jobs:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: make github-release
 
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+
       - name: Set up Docker Buildx
         id: buildx
-        uses: crazy-max/ghaction-docker-buildx@v1
+        uses: docker/setup-buildx-action@v1
         with:
-          buildx-version: latest
+          version: latest
 
-      - name: Login to GitHub Docker Registry
-        run: echo "${DOCKERHUB_PASSWORD}" | docker login -u "${DOCKERHUB_USERNAME}" --password-stdin
-        env:
-          DOCKERHUB_USERNAME: ${{ github.repository_owner }}
-          DOCKERHUB_PASSWORD: ${{ secrets.DOCKER_ACCESS_TOKEN }}
+      - name: Login to DockerHub
+        uses: docker/login-action@v1
+        with:
+          username: ${{ github.repository_owner }}
+          password: ${{ secrets.DOCKER_ACCESS_TOKEN }}
+
+      - name: Build and Push
+        uses: docker/build-push-action@v2
+        with:
+          file: Dockerfile
+          platforms: linux/amd64,linux/arm64
+          push: true
+          tags: ${{ env.DOCKERHUB_USERNAME }}/actions-runner-controller:${{ env.VERSION }} 
 
-      - name: Build Container Image
-        env:
-          DOCKERHUB_USERNAME: ${{ github.repository_owner }}
-        run: |
-          docker buildx build \
-            --platform linux/amd64,linux/arm64 \
-            --tag ${DOCKERHUB_USERNAME}/actions-runner-controller:${{ env.VERSION }} \
-            -f Dockerfile . --push
diff --git a/.github/workflows/wip.yml b/.github/workflows/wip.yml
index 8280a087f8..164f3adf01 100644
--- a/.github/workflows/wip.yml
+++ b/.github/workflows/wip.yml
@@ -9,27 +9,32 @@ jobs:
   build:
     runs-on: ubuntu-latest
     name: release-latest
+    env:
+      DOCKERHUB_USERNAME: ${{ github.repository_owner }}
     steps:
       - name: Checkout
         uses: actions/checkout@v2
 
+      - name: Set up QEMU
+        uses: docker/setup-qemu-action@v1
+
       - name: Set up Docker Buildx
         id: buildx
-        uses: crazy-max/ghaction-docker-buildx@v1
+        uses: docker/setup-buildx-action@v1
+        with:
+          version: latest
+
+      - name: Login to DockerHub
+        uses: docker/login-action@v1
         with:
-          buildx-version: latest
+          username: ${{ github.repository_owner }}
+          password: ${{ secrets.DOCKER_ACCESS_TOKEN }}
 
-      - name: Login to GitHub Docker Registry
-        run: echo "${DOCKERHUB_PASSWORD}" | docker login -u "${DOCKERHUB_USERNAME}" --password-stdin
-        env:
-          DOCKERHUB_USERNAME: ${{ github.repository_owner }}
-          DOCKERHUB_PASSWORD: ${{ secrets.DOCKER_ACCESS_TOKEN }}
+      - name: Build and Push
+        uses: docker/build-push-action@v2
+        with:
+          file: Dockerfile
+          platforms: linux/amd64,linux/arm64
+          push: true
+          tags: ${{ env.DOCKERHUB_USERNAME }}/actions-runner-controller:latest 
 
-      - name: Build Container Image
-        env:
-          DOCKERHUB_USERNAME: ${{ github.repository_owner }}
-        run: |
-          docker buildx build \
-            --platform linux/amd64,linux/arm64 \
-            --tag ${DOCKERHUB_USERNAME}/actions-runner-controller:latest \
-            -f Dockerfile . --push