diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml
index 211c3b18d..f14caa792 100644
--- a/.github/workflows/cd.yml
+++ b/.github/workflows/cd.yml
@@ -8,11 +8,13 @@ on:
       - .github/workflows/cd.yml
 
 jobs:
-  python-packaging:
+  build-sdist:
     name: 🐍 Packaging
-    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-packaging.yml@v1.10
-    with:
-      pure-python: true
+    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-packaging-sdist.yml@v1.14
+
+  build-wheel:
+    name: 🐍 Packaging
+    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-packaging-wheel-build.yml@v1.14
 
   deploy:
     if: github.event_name == 'release' && github.event.action == 'published'
@@ -25,7 +27,7 @@ jobs:
       id-token: write
       attestations: write
       contents: read
-    needs: [python-packaging]
+    needs: [build-sdist, build-wheel]
     steps:
       - uses: actions/download-artifact@v4
         with:
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index a9b549ad1..5b0ff5a77 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -14,25 +14,31 @@ concurrency:
 jobs:
   change-detection:
     name: 🔍 Change
-    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-change-detection.yml@v1.10
+    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-change-detection.yml@v1.14
 
   python-linter:
     name: 🐍 Lint
     needs: change-detection
     if: fromJSON(needs.change-detection.outputs.run-python-tests)
-    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-linter.yml@v1.10
+    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-linter.yml@v1.14
 
   python-tests:
     name: 🐍 Test
     needs: change-detection
     if: fromJSON(needs.change-detection.outputs.run-python-tests)
-    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-ci.yml@v1.10
+    strategy:
+      fail-fast: false
+      matrix:
+        runs-on: [ubuntu-24.04, macos-13, macos-14, windows-2022]
+    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-tests.yml@v1.14
     with:
-      enable-ubuntu2404: true
-      enable-ubuntu2404-arm: false # not supported by BQSKit
-      enable-macos13: true
-      enable-macos14: true
-      enable-windows2022: true
+      runs-on: ${{ matrix.runs-on }}
+
+  python-coverage:
+    name: 🐍 Coverage
+    needs: [change-detection, python-tests]
+    if: fromJSON(needs.change-detection.outputs.run-python-tests)
+    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-coverage.yml@v1.14
     permissions:
       contents: read
       id-token: write
@@ -41,25 +47,32 @@ jobs:
     name: 📝 CodeQL
     needs: change-detection
     if: fromJSON(needs.change-detection.outputs.run-code-ql)
-    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-code-ql-python.yml@v1.10
+    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-code-ql-python.yml@v1.14
 
-  cd:
+  build-sdist:
     name: 🚀 CD
     needs: change-detection
     if: fromJSON(needs.change-detection.outputs.run-cd)
-    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-packaging.yml@v1.10
-    with:
-      pure-python: true
+    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-packaging-sdist.yml@v1.14
+
+  build-wheel:
+    name: 🚀 CD
+    needs: change-detection
+    if: fromJSON(needs.change-detection.outputs.run-cd)
+    uses: munich-quantum-toolkit/workflows/.github/workflows/reusable-python-packaging-wheel-build.yml@v1.14
 
-  required-checks-pass: # This job does nothing and is only used for branch protection
+  # this job does nothing and is only used for branch protection
+  required-checks-pass:
     name: 🚦 Check
     if: always()
     needs:
       - change-detection
       - python-linter
       - python-tests
-      - cd
+      - python-coverage
       - code-ql
+      - build-sdist
+      - build-wheel
     runs-on: ubuntu-latest
     steps:
       - name: Decide whether the needed jobs succeeded or failed
@@ -68,11 +81,7 @@ jobs:
           allowed-skips: >-
             ${{
               fromJSON(needs.change-detection.outputs.run-python-tests)
-              && '' || 'python-linter,'
-            }}
-            ${{
-              fromJSON(needs.change-detection.outputs.run-python-tests)
-              && '' || 'python-tests,'
+              && '' || 'python-linter,python-tests,python-coverage,'
             }}
             ${{
               fromJSON(needs.change-detection.outputs.run-code-ql)
@@ -80,6 +89,6 @@ jobs:
             }}
             ${{
               fromJSON(needs.change-detection.outputs.run-cd)
-              && '' || 'cd,'
+              && '' || 'build-sdist,build-wheel,'
             }}
           jobs: ${{ toJSON(needs) }}