diff --git a/.github/workflows/builder.yml b/.github/workflows/builder.yml
index b8c35f6..8fe61bc 100644
--- a/.github/workflows/builder.yml
+++ b/.github/workflows/builder.yml
@@ -21,22 +21,16 @@ jobs:
         python-version: ["3.9", "3.11"]
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
 
-    # We need docker experimental to pull the ARM image.
-    - name: Switch docker to experimental
-      run: |
-          docker version -f '{{.Server.Experimental}}'
-          echo $'{\n    "experimental": true\n}' | sudo tee /etc/docker/daemon.json
-          sudo systemctl restart docker
-          docker version -f '{{.Server.Experimental}}'
+    - name: Set up QEMU
+      uses: docker/setup-qemu-action@v3
 
     - name: Set up Docker Buildx
       id: buildx
-      uses: crazy-max/ghaction-docker-buildx@v3.3.1
+      uses: docker/setup-buildx-action@v1
       with:
-        buildx-version: latest
-        qemu-version: latest
+        version: latest
 
     - name: Available platforms
       run: echo ${{ steps.buildx.outputs.platforms }}
@@ -57,7 +51,7 @@ jobs:
           cp -r /build/arrow/python/dist /assets/
 
     - name: Archive artifacts
-      uses: actions/upload-artifact@v3
+      uses: actions/upload-artifact@v4
       with:
         name: pyarrow_wheels
         path: ./assets/dist/