diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 22fd584..e26978f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -26,24 +26,46 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
 
-      - name: Install dependencies
+      - name: Upgrade pip
         run: |
           python -m pip install --upgrade pip
-          pip install --pre .[dev]
-          pip install build
 
       - name: Run linting with Flake8
         if: ${{ matrix.python-version == '3.12' }}
-        run: flake8 .
+        run: |
+          pip install "flake8 >=4" "flake8_nb >= 0.3.1"
+          flake8 .
 
       - name: Check code formatting with Black
         if: ${{ matrix.python-version == '3.12' }}
-        run: black --check .
+        run: |
+          pip install "black[jupyter] >=25"
+          black --check .
 
-      - name: Build and Install sdist
+      - name: Build source distribution
         run: |
+          pip install build
           python -m build
-          pip install dist/*.tar.gz
+
+      - name: Install source distribution
+        run: |
+          if [ ${{ runner.os }} == 'Windows' ]; then
+            TAR_FILE=$(dir /b dist\*.tar.gz | head -n 1)
+            pip install "dist\\$TAR_FILE"
+          else
+            TAR_FILE=$(find dist -name "*.tar.gz" | head -n 1)
+            pip install "$TAR_FILE"
+          fi
+
+      - name: Install non-pypi dependencies
+        if: false
+        run: |
+          if [ ${{ runner.os }} == 'Windows' ]; then
+            call tools\\windows-install-deps.bat -y -t -s -u
+          else
+            set +e  # subprocesses that return >0 should not stop the script
+            source tools/linux-install-deps.sh -y -t -s -u
+          fi
 
       - name: Run tests
         run: |