diff --git a/.github/actions/setup-dev-container/action.yml b/.github/actions/setup-dev-container/action.yml
new file mode 100644
index 0000000000..2ee0fc76d2
--- /dev/null
+++ b/.github/actions/setup-dev-container/action.yml
@@ -0,0 +1,80 @@
+name: 'Set up the dev container'
+description: 'Installs the dev container CLI, fetches caches (if exist), and starts the dev container'
+runs:
+  using: 'composite'
+  steps:
+    - name: Set up Yarn cache
+      uses: actions/cache@v3
+      with:
+        path: '/tmp/.yarn/cache'
+        key: ${{ runner.os }}-yarn-${{ hashFiles('**/yarn.lock') }}
+        restore-keys: |
+          ${{ runner.os }}-yarn-
+
+    - name: Set up Renv cache
+      uses: actions/cache@v3
+      with:
+        path: '/tmp/.cache/R/renv/cache'
+        key: ${{ runner.os }}-renv-cache-${{ hashFiles('**/renv.lock') }}
+        restore-keys: |
+          ${{ runner.os }}-renv-cache-
+
+    - name: Set up Poetry cache
+      uses: actions/cache@v3
+      with:
+        path: '/tmp/.cache/pypoetry'
+        key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
+
+    - name: Set up venv cache
+      uses: actions/cache@v3
+      with:
+        path: |
+          /tmp/.local/share/virtualenv
+          **/.venv
+        key: ${{ runner.os }}-venv-${{ hashFiles('**/poetry.lock') }}
+
+    - name: Set up Gradle cache
+      uses: actions/cache@v3
+      with:
+        path: |
+          /tmp/.gradle/caches
+          /tmp/.gradle/wrapper
+        key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
+        restore-keys: |
+          ${{ runner.os }}-gradle-
+
+    - name: Install the Dev Container CLI
+      shell: bash
+      run: npm install -g @devcontainers/cli@0.49.0
+
+    - name: Start the dev container
+      shell: bash
+      run: |
+        mkdir -p \
+          /tmp/.yarn/cache \
+          /tmp/.cache/R/renv/cache \
+          /tmp/.cache/pypoetry \
+          /tmp/.local/share/virtualenv \
+          /tmp/.gradle/caches \
+          /tmp/.gradle/wrapper
+
+        devcontainer up \
+          --mount type=bind,source=/tmp/.yarn/cache,target=/workspaces/sage-monorepo/.yarn/cache \
+          --mount type=bind,source=/tmp/.cache/R/renv/cache,target=/home/vscode/.cache/R/renv/cache \
+          --mount type=bind,source=/tmp/.cache/pypoetry,target=/home/vscode/.cache/pypoetry \
+          --mount type=bind,source=/tmp/.local/share/virtualenv,target=/home/vscode/.local/share/virtualenv \
+          --mount type=bind,source=/tmp/.gradle/caches,target=/home/vscode/.gradle/caches \
+          --mount type=bind,source=/tmp/.gradle/wrapper,target=/home/vscode/.gradle/wrapper \
+          --workspace-folder ../sage-monorepo
+
+    - name: Prepare the workspace
+      shell: bash
+      run: |
+        devcontainer exec --workspace-folder ../sage-monorepo bash -c "
+          sudo chown -R vscode:vscode \
+            /workspaces/sage-monorepo \
+            /home/vscode/.cache \
+            /home/vscode/.local \
+            /home/vscode/.gradle \
+          && . ./dev-env.sh \
+          && workspace-install-affected"
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 27d2ba56a0..e6a32771e1 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -31,78 +31,7 @@ jobs:
       - name: Derive appropriate SHAs for base and head for `nx affected` commands
         uses: nrwl/nx-set-shas@v3
 
-      - name: Set up Yarn cache
-        uses: actions/cache@v3
-        with:
-          path: '/tmp/.yarn/cache'
-          key: ${{ runner.os }}-yarn-${{ hashFiles('**/yarn.lock') }}
-          restore-keys: |
-            ${{ runner.os }}-yarn-
-
-      - name: Set up Renv cache
-        uses: actions/cache@v3
-        with:
-          path: '/tmp/.cache/R/renv/cache'
-          key: ${{ runner.os }}-renv-cache-${{ hashFiles('**/renv.lock') }}
-          restore-keys: |
-            ${{ runner.os }}-renv-cache-
-
-      - name: Set up Poetry cache
-        uses: actions/cache@v3
-        with:
-          path: '/tmp/.cache/pypoetry'
-          key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
-
-      - name: Set up venv cache
-        uses: actions/cache@v3
-        with:
-          path: |
-            /tmp/.local/share/virtualenv
-            **/.venv
-          key: ${{ runner.os }}-venv-${{ hashFiles('**/poetry.lock') }}
-
-      - name: Set up Gradle cache
-        uses: actions/cache@v3
-        with:
-          path: |
-            /tmp/.gradle/caches
-            /tmp/.gradle/wrapper
-          key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
-          restore-keys: |
-            ${{ runner.os }}-gradle-
-
-      - name: Install the Dev Container CLI
-        run: npm install -g @devcontainers/cli@0.49.0
-
-      - name: Start the dev container
-        run: |
-          mkdir -p \
-            /tmp/.yarn/cache \
-            /tmp/.cache/R/renv/cache \
-            /tmp/.cache/pypoetry \
-            /tmp/.local/share/virtualenv \
-            /tmp/.gradle/caches \
-            /tmp/.gradle/wrapper
-
-          devcontainer up \
-            --mount type=bind,source=/tmp/.yarn/cache,target=/workspaces/sage-monorepo/.yarn/cache \
-            --mount type=bind,source=/tmp/.cache/R/renv/cache,target=/home/vscode/.cache/R/renv/cache \
-            --mount type=bind,source=/tmp/.cache/pypoetry,target=/home/vscode/.cache/pypoetry \
-            --mount type=bind,source=/tmp/.local/share/virtualenv,target=/home/vscode/.local/share/virtualenv \
-            --mount type=bind,source=/tmp/.gradle/caches,target=/home/vscode/.gradle/caches \
-            --mount type=bind,source=/tmp/.gradle/wrapper,target=/home/vscode/.gradle/wrapper \
-            --workspace-folder ../sage-monorepo
-
-      - name: Prepare the workspace
-        run: |
-          devcontainer exec --workspace-folder ../sage-monorepo bash -c "
-            sudo chown -R vscode:vscode \
-              /workspaces/sage-monorepo \
-              /home/vscode/.cache \
-              /home/vscode/.local \
-              /home/vscode/.gradle \
-            && . ./dev-env.sh \
-            && workspace-install-affected"
+      - uses: ./.github/actions/setup-dev-container
 
       - name: Lint the affected projects
         run: |
@@ -161,78 +90,7 @@ jobs:
       - name: Derive appropriate SHAs for base and head for `nx affected` commands
         uses: nrwl/nx-set-shas@v3
 
-      - name: Set up Yarn cache
-        uses: actions/cache@v3
-        with:
-          path: '/tmp/.yarn/cache'
-          key: ${{ runner.os }}-yarn-${{ hashFiles('**/yarn.lock') }}
-          restore-keys: |
-            ${{ runner.os }}-yarn-
-
-      - name: Set up Renv cache
-        uses: actions/cache@v3
-        with:
-          path: '/tmp/.cache/R/renv/cache'
-          key: ${{ runner.os }}-renv-cache-${{ hashFiles('**/renv.lock') }}
-          restore-keys: |
-            ${{ runner.os }}-renv-cache-
-
-      - name: Set up Poetry cache
-        uses: actions/cache@v3
-        with:
-          path: '/tmp/.cache/pypoetry'
-          key: ${{ runner.os }}-poetry-${{ hashFiles('**/poetry.lock') }}
-
-      - name: Set up venv cache
-        uses: actions/cache@v3
-        with:
-          path: |
-            /tmp/.local/share/virtualenv
-            **/.venv
-          key: ${{ runner.os }}-venv-${{ hashFiles('**/poetry.lock') }}
-
-      - name: Set up Gradle cache
-        uses: actions/cache@v3
-        with:
-          path: |
-            /tmp/.gradle/caches
-            /tmp/.gradle/wrapper
-          key: ${{ runner.os }}-gradle-${{ hashFiles('**/*.gradle*', '**/gradle-wrapper.properties') }}
-          restore-keys: |
-            ${{ runner.os }}-gradle-
-
-      - name: Install the Dev Container CLI
-        run: npm install -g @devcontainers/cli@0.49.0
-
-      - name: Start the dev container
-        run: |
-          mkdir -p \
-            /tmp/.yarn/cache \
-            /tmp/.cache/R/renv/cache \
-            /tmp/.cache/pypoetry \
-            /tmp/.local/share/virtualenv \
-            /tmp/.gradle/caches \
-            /tmp/.gradle/wrapper
-
-          devcontainer up \
-            --mount type=bind,source=/tmp/.yarn/cache,target=/workspaces/sage-monorepo/.yarn/cache \
-            --mount type=bind,source=/tmp/.cache/R/renv/cache,target=/home/vscode/.cache/R/renv/cache \
-            --mount type=bind,source=/tmp/.cache/pypoetry,target=/home/vscode/.cache/pypoetry \
-            --mount type=bind,source=/tmp/.local/share/virtualenv,target=/home/vscode/.local/share/virtualenv \
-            --mount type=bind,source=/tmp/.gradle/caches,target=/home/vscode/.gradle/caches \
-            --mount type=bind,source=/tmp/.gradle/wrapper,target=/home/vscode/.gradle/wrapper \
-            --workspace-folder ../sage-monorepo
-
-      - name: Prepare the workspace
-        run: |
-          devcontainer exec --workspace-folder ../sage-monorepo bash -c "
-            sudo chown -R vscode:vscode \
-              /workspaces/sage-monorepo \
-              /home/vscode/.cache \
-              /home/vscode/.local \
-              /home/vscode/.gradle \
-            && . ./dev-env.sh \
-            && workspace-install"
+      - uses: ./.github/actions/setup-dev-container
 
       - name: Lint the affected projects
         run: |