diff --git a/.github/actions/bootstrap/action.yml b/.github/actions/bootstrap/action.yml
index 584ae2634d9e..bab5113bc567 100644
--- a/.github/actions/bootstrap/action.yml
+++ b/.github/actions/bootstrap/action.yml
@@ -4,7 +4,7 @@ inputs:
   python-version:
     description: "Version range or exact version of Python or PyPy to use, using SemVer's version range syntax."
     default: 3.8
-  pip-version: 
+  pip-version:
     description: "Version of pip to be installed using pip"
     default: 23.3.1
   setuptools-version:
@@ -13,6 +13,19 @@ inputs:
   poetry-version:
     description: "Version of poetry to be installed using pip"
     default: 1.5.1
+outputs:
+  python-version:
+    description: "Version range or exact version of Python or PyPy"
+    value: ${{ steps.versions.outputs.python-version }}
+  pip-version:
+    description: "Installed version of pip"
+    value: ${{ steps.versions.outputs.pip-version }}
+  setuptools-version:
+    description: "Installed version of setuptools"
+    value: ${{ steps.versions.outputs.setuptools-version }}
+  poetry-version:
+    description: "Installed version of poetry"
+    value: ${{ steps.versions.outputs.poetry-version }}
 runs:
   using: "composite"
   steps:
@@ -27,3 +40,10 @@ runs:
         python -m pip install -U poetry==${{ inputs.poetry-version }}
         python -m poetry config virtualenvs.create false
       shell: bash
+    - id: versions
+      shell: bash
+      run: |
+        echo "python-version=$(echo ${{ inputs.python-version }})" >> $GITHUB_OUTPUT
+        echo "pip-version=$(echo ${{ inputs.pip-version }})" >> $GITHUB_OUTPUT
+        echo "setuptools-version=$(echo ${{ inputs.setuptools-version }})" >> $GITHUB_OUTPUT
+        echo "poetry-version=$(echo ${{ inputs.poetry-version }})" >> $GITHUB_OUTPUT
diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index e883e53eeaa2..defa57cdb5bc 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -3,22 +3,19 @@ name: Docker server build
 on:
     # workflow_dispatch:
     #     inputs:
-    #         python_version:
+    #         python-version:
     #             description: "Python version"
     #             type: string
     #             required: true
-    #             default: "3.8.0"
-    #         pip_version:
+    #         pip-version:
     #             description: "Pip version"
     #             type: string
     #             required: true
-    #             default: "23.0.1"
-    #         setuptools_version:
+    #         setuptools-version:
     #             description: "Setuptools version"
     #             type: string
     #             required: true
-    #             default: "69.0.2"
-    #         fwlr_version:
+    #         fwlr-version:
     #             description: "Flower version"
     #             type: string
     #             required: true
@@ -39,26 +36,31 @@ jobs:
             - name: Set up Docker Buildx
               uses: docker/setup-buildx-action@f95db51fddba0c2d1ec667646a06c2ce06100226 # v3.0.0
 
-            - name: Login to Docker Hub
-              uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3.0.0
+            # - name: Login to Docker Hub
+            #   uses: docker/login-action@343f7c4344506bcbf9b4de18042ae17996df046d # v3.0.0
+            #   with:
+            #     username: ${{ secrets.DOCKERHUB_USERNAME }}
+            #     password: ${{ secrets.DOCKERHUB_TOKEN }}
+
+            - uses: ./.github/actions/bootstrap
+              id: bootstrap
               with:
-                username: ${{ secrets.DOCKERHUB_USERNAME }}
-                password: ${{ secrets.DOCKERHUB_TOKEN }}
+                skip-installation: "true"
 
             - name: Build and push
               id: build
-              uses: docker/build-push-action@v4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5.1.0
+              uses: docker/build-push-action@4a13e500e55cf31b7a5d59a38ab2040ab0f42f56 # v5.1.0
               with:
-                platforms: linux/amd64,linux/arm64
+                platforms: linux/amd64 #,linux/arm64
                 context: src/docker/server
                 build-args: |
-                    PYTHON_VERSION=3.8.0
-                    PIP_VERSION=23.0.1
-                    SETUPTOOLS_VERSION=69.0.2
+                    PYTHON_VERSION=${{ steps.bootstrap.outputs.python-version }}
+                    PIP_VERSION=${{ steps.bootstrap.outputs.pip-version }}
+                    SETUPTOOLS_VERSION=${{ steps.bootstrap.outputs.setuptools-version }}
                     FLWR_VERSION=1.6.0
                     UBUNTU_VERSION=22.04
                 tags: flwr/server:1.6.0-py38-ubuntu22.04
-                push: true
+                push: false
 
             - run: |
                 cat <<EOT >>${GITHUB_STEP_SUMMARY}