diff --git a/.github/workflows/__all-platform-bundle.yml b/.github/workflows/__all-platform-bundle.yml
index f5bd76bd6a..bdeec0d733 100644
--- a/.github/workflows/__all-platform-bundle.yml
+++ b/.github/workflows/__all-platform-bundle.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__analyze-ref-input.yml b/.github/workflows/__analyze-ref-input.yml
index 6177b7ae4d..b6a8e73454 100644
--- a/.github/workflows/__analyze-ref-input.yml
+++ b/.github/workflows/__analyze-ref-input.yml
@@ -38,6 +38,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__autobuild-action.yml b/.github/workflows/__autobuild-action.yml
index e5c023c644..505fe9cb6d 100644
--- a/.github/workflows/__autobuild-action.yml
+++ b/.github/workflows/__autobuild-action.yml
@@ -38,6 +38,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__config-export.yml b/.github/workflows/__config-export.yml
index bca5b72cd0..ed8222be68 100644
--- a/.github/workflows/__config-export.yml
+++ b/.github/workflows/__config-export.yml
@@ -44,6 +44,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__cpp-deptrace-disabled.yml b/.github/workflows/__cpp-deptrace-disabled.yml
index cf6dced2be..926d5937dd 100644
--- a/.github/workflows/__cpp-deptrace-disabled.yml
+++ b/.github/workflows/__cpp-deptrace-disabled.yml
@@ -38,6 +38,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__cpp-deptrace-enabled-on-macos.yml b/.github/workflows/__cpp-deptrace-enabled-on-macos.yml
index 97ab748d83..d7b44159e0 100644
--- a/.github/workflows/__cpp-deptrace-enabled-on-macos.yml
+++ b/.github/workflows/__cpp-deptrace-enabled-on-macos.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__cpp-deptrace-enabled.yml b/.github/workflows/__cpp-deptrace-enabled.yml
index 375d1b0bfb..4eb4a3b8cf 100644
--- a/.github/workflows/__cpp-deptrace-enabled.yml
+++ b/.github/workflows/__cpp-deptrace-enabled.yml
@@ -38,6 +38,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__diagnostics-export.yml b/.github/workflows/__diagnostics-export.yml
index f53a8ce665..bfae8d2056 100644
--- a/.github/workflows/__diagnostics-export.yml
+++ b/.github/workflows/__diagnostics-export.yml
@@ -50,6 +50,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__export-file-baseline-information.yml b/.github/workflows/__export-file-baseline-information.yml
index 502f06e8f4..441832e741 100644
--- a/.github/workflows/__export-file-baseline-information.yml
+++ b/.github/workflows/__export-file-baseline-information.yml
@@ -38,6 +38,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__extractor-ram-threads.yml b/.github/workflows/__extractor-ram-threads.yml
index ce23db9217..002d54b8f3 100644
--- a/.github/workflows/__extractor-ram-threads.yml
+++ b/.github/workflows/__extractor-ram-threads.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__go-custom-queries.yml b/.github/workflows/__go-custom-queries.yml
index cec9014927..1c675864c5 100644
--- a/.github/workflows/__go-custom-queries.yml
+++ b/.github/workflows/__go-custom-queries.yml
@@ -80,6 +80,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__go-indirect-tracing-workaround-diagnostic.yml b/.github/workflows/__go-indirect-tracing-workaround-diagnostic.yml
index d316c01f1e..159b7ef699 100644
--- a/.github/workflows/__go-indirect-tracing-workaround-diagnostic.yml
+++ b/.github/workflows/__go-indirect-tracing-workaround-diagnostic.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__go-indirect-tracing-workaround.yml b/.github/workflows/__go-indirect-tracing-workaround.yml
index 417d2deb40..0fed7975e5 100644
--- a/.github/workflows/__go-indirect-tracing-workaround.yml
+++ b/.github/workflows/__go-indirect-tracing-workaround.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__go-tracing-autobuilder.yml b/.github/workflows/__go-tracing-autobuilder.yml
index 4958ca41ab..1637f9fffc 100644
--- a/.github/workflows/__go-tracing-autobuilder.yml
+++ b/.github/workflows/__go-tracing-autobuilder.yml
@@ -64,6 +64,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__go-tracing-custom-build-steps.yml b/.github/workflows/__go-tracing-custom-build-steps.yml
index 8a75074211..1e8a1793c5 100644
--- a/.github/workflows/__go-tracing-custom-build-steps.yml
+++ b/.github/workflows/__go-tracing-custom-build-steps.yml
@@ -64,6 +64,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__go-tracing-legacy-workflow.yml b/.github/workflows/__go-tracing-legacy-workflow.yml
index 8d67b966b5..c492f73f44 100644
--- a/.github/workflows/__go-tracing-legacy-workflow.yml
+++ b/.github/workflows/__go-tracing-legacy-workflow.yml
@@ -64,6 +64,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__init-with-registries.yml b/.github/workflows/__init-with-registries.yml
index cdfb23f427..5199037270 100644
--- a/.github/workflows/__init-with-registries.yml
+++ b/.github/workflows/__init-with-registries.yml
@@ -51,6 +51,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__javascript-source-root.yml b/.github/workflows/__javascript-source-root.yml
index 81913b2229..d97ea8fa57 100644
--- a/.github/workflows/__javascript-source-root.yml
+++ b/.github/workflows/__javascript-source-root.yml
@@ -38,6 +38,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__language-aliases.yml b/.github/workflows/__language-aliases.yml
index 442669705d..ad09ba50ff 100644
--- a/.github/workflows/__language-aliases.yml
+++ b/.github/workflows/__language-aliases.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__multi-language-autodetect.yml b/.github/workflows/__multi-language-autodetect.yml
index 1a4d03d20d..3f0abc055d 100644
--- a/.github/workflows/__multi-language-autodetect.yml
+++ b/.github/workflows/__multi-language-autodetect.yml
@@ -64,6 +64,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__packaging-codescanning-config-inputs-js.yml b/.github/workflows/__packaging-codescanning-config-inputs-js.yml
index 2b62a7f798..5f6df119ea 100644
--- a/.github/workflows/__packaging-codescanning-config-inputs-js.yml
+++ b/.github/workflows/__packaging-codescanning-config-inputs-js.yml
@@ -50,6 +50,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__packaging-config-inputs-js.yml b/.github/workflows/__packaging-config-inputs-js.yml
index d3a1cd9501..301ed93644 100644
--- a/.github/workflows/__packaging-config-inputs-js.yml
+++ b/.github/workflows/__packaging-config-inputs-js.yml
@@ -50,6 +50,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__packaging-config-js.yml b/.github/workflows/__packaging-config-js.yml
index 316d899eee..1ad522c4cf 100644
--- a/.github/workflows/__packaging-config-js.yml
+++ b/.github/workflows/__packaging-config-js.yml
@@ -50,6 +50,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__packaging-inputs-js.yml b/.github/workflows/__packaging-inputs-js.yml
index e549704fdf..70107fbcc7 100644
--- a/.github/workflows/__packaging-inputs-js.yml
+++ b/.github/workflows/__packaging-inputs-js.yml
@@ -50,6 +50,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__remote-config.yml b/.github/workflows/__remote-config.yml
index e4869036a7..2fe580d64d 100644
--- a/.github/workflows/__remote-config.yml
+++ b/.github/workflows/__remote-config.yml
@@ -80,6 +80,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__resolve-environment-action.yml b/.github/workflows/__resolve-environment-action.yml
index dee884533f..cd09e77e73 100644
--- a/.github/workflows/__resolve-environment-action.yml
+++ b/.github/workflows/__resolve-environment-action.yml
@@ -56,6 +56,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__rubocop-multi-language.yml b/.github/workflows/__rubocop-multi-language.yml
index 7dc0f31f2d..5212739e78 100644
--- a/.github/workflows/__rubocop-multi-language.yml
+++ b/.github/workflows/__rubocop-multi-language.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__ruby.yml b/.github/workflows/__ruby.yml
index 359ff243a1..494ea3c970 100644
--- a/.github/workflows/__ruby.yml
+++ b/.github/workflows/__ruby.yml
@@ -44,6 +44,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__scaling-reserved-ram.yml b/.github/workflows/__scaling-reserved-ram.yml
index ff6186ef5f..a05bf4fe42 100644
--- a/.github/workflows/__scaling-reserved-ram.yml
+++ b/.github/workflows/__scaling-reserved-ram.yml
@@ -64,6 +64,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__split-workflow.yml b/.github/workflows/__split-workflow.yml
index f7680971c4..2a1de694ca 100644
--- a/.github/workflows/__split-workflow.yml
+++ b/.github/workflows/__split-workflow.yml
@@ -44,6 +44,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__submit-sarif-failure.yml b/.github/workflows/__submit-sarif-failure.yml
index 1fd115c8f1..6e0547ce5d 100644
--- a/.github/workflows/__submit-sarif-failure.yml
+++ b/.github/workflows/__submit-sarif-failure.yml
@@ -38,6 +38,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__swift-custom-build.yml b/.github/workflows/__swift-custom-build.yml
index d805b890e6..f7e46a8964 100644
--- a/.github/workflows/__swift-custom-build.yml
+++ b/.github/workflows/__swift-custom-build.yml
@@ -44,6 +44,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__test-autobuild-working-dir.yml b/.github/workflows/__test-autobuild-working-dir.yml
index a9ad5b6bf1..bb33137958 100644
--- a/.github/workflows/__test-autobuild-working-dir.yml
+++ b/.github/workflows/__test-autobuild-working-dir.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__test-local-codeql.yml b/.github/workflows/__test-local-codeql.yml
index d257cda3e2..dbe401e8cb 100644
--- a/.github/workflows/__test-local-codeql.yml
+++ b/.github/workflows/__test-local-codeql.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__test-proxy.yml b/.github/workflows/__test-proxy.yml
index 20bf9c4e4a..aefaaf6307 100644
--- a/.github/workflows/__test-proxy.yml
+++ b/.github/workflows/__test-proxy.yml
@@ -34,6 +34,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__unset-environment.yml b/.github/workflows/__unset-environment.yml
index 697617e182..fa0583f4a4 100644
--- a/.github/workflows/__unset-environment.yml
+++ b/.github/workflows/__unset-environment.yml
@@ -48,6 +48,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__upload-ref-sha-input.yml b/.github/workflows/__upload-ref-sha-input.yml
index 3de7c55799..a0823442cb 100644
--- a/.github/workflows/__upload-ref-sha-input.yml
+++ b/.github/workflows/__upload-ref-sha-input.yml
@@ -38,6 +38,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
diff --git a/.github/workflows/__with-checkout-path.yml b/.github/workflows/__with-checkout-path.yml
index e15459fddd..cf225e6e75 100644
--- a/.github/workflows/__with-checkout-path.yml
+++ b/.github/workflows/__with-checkout-path.yml
@@ -80,6 +80,22 @@ jobs:
     timeout-minutes: 45
     runs-on: ${{ matrix.os }}
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: >-
+        matrix.os == 'macos-latest' && (
+
+        matrix.version == 'stable-20220908' ||
+
+        matrix.version == 'stable-20221211' ||
+
+        matrix.version == 'stable-20230418' ||
+
+        matrix.version == 'stable-v2.13.5' ||
+
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
     - name: Check out repository
       uses: actions/checkout@v4
     - name: Prepare test
@@ -96,27 +112,34 @@ jobs:
         )
       shell: bash
       run: echo "CODEQL_ENABLE_EXPERIMENTAL_FEATURES_SWIFT=true" >> $GITHUB_ENV
+    - name: Delete original checkout
+      shell: bash
+      run: |
+        # delete the original checkout so we don't accidentally use it.
+        # Actions does not support deleting the current working directory, so we
+        # delete the contents of the directory instead.
+        rm -rf ./* .github .git
+  # Check out the actions repo again, but at a different location.
+  # choose an arbitrary SHA so that we can later test that the commit_oid is not from main
     - uses: actions/checkout@v4
       with:
         ref: 474bbf07f9247ffe1856c6a0f94aeeb10e7afee6
         path: x/y/z/some-path
+
     - uses: ./../action/init
       with:
         tools: ${{ steps.prepare-test.outputs.tools-url }}
       # it's enough to test one compiled language and one interpreted language
         languages: csharp,javascript
-        source-path: x/y/z/some-path/tests/multi-language-repo
+        source-root: x/y/z/some-path/tests/multi-language-repo
         debug: true
-    - name: Build code (non-windows)
-      shell: bash
-      if: ${{ runner.os != 'Windows' }}
-      run: |
-        $CODEQL_RUNNER x/y/z/some-path/tests/multi-language-repo/build.sh
-    - name: Build code (windows)
+
+    - name: Build code
       shell: bash
-      if: ${{ runner.os == 'Windows' }}
+      working-directory: x/y/z/some-path/tests/multi-language-repo
       run: |
-        x/y/z/some-path/tests/multi-language-repo/build.sh
+        ./build.sh
+
     - uses: ./../action/analyze
       with:
         checkout_path: x/y/z/some-path/tests/multi-language-repo
diff --git a/.github/workflows/pr-checks.yml b/.github/workflows/pr-checks.yml
index 70ae145e53..508f3292a0 100644
--- a/.github/workflows/pr-checks.yml
+++ b/.github/workflows/pr-checks.yml
@@ -69,6 +69,18 @@ jobs:
     timeout-minutes: 45
 
     steps:
+      - name: Setup Python on MacOS
+        uses: actions/setup-python@v4
+        if: |
+          matrix.os == 'macos-latest' && (
+          matrix.version == 'stable-20220908' ||
+          matrix.version == 'stable-20221211' ||
+          matrix.version == 'stable-20230418' ||
+          matrix.version == 'stable-v2.13.5' ||
+          matrix.version == 'stable-v2.14.6')
+        with:
+          python-version: '3.11'
+
       - uses: actions/checkout@v4
       - name: npm test
         run: |
diff --git a/.github/workflows/python-deps.yml b/.github/workflows/python-deps.yml
index c26eaf17e8..540194a027 100644
--- a/.github/workflows/python-deps.yml
+++ b/.github/workflows/python-deps.yml
@@ -36,6 +36,18 @@ jobs:
       PYTHON_VERSION: ${{ matrix.python_version }}
 
     steps:
+    - name: Setup Python on MacOS
+      uses: actions/setup-python@v4
+      if: |
+        matrix.os == 'macos-latest' && (
+        matrix.version == 'stable-20220908' ||
+        matrix.version == 'stable-20221211' ||
+        matrix.version == 'stable-20230418' ||
+        matrix.version == 'stable-v2.13.5' ||
+        matrix.version == 'stable-v2.14.6')
+      with:
+        python-version: '3.11'
+
     # Checks-out your repository under $GITHUB_WORKSPACE, so your job can access it
     - uses: actions/checkout@v4
 
diff --git a/pr-checks/checks/with-checkout-path.yml b/pr-checks/checks/with-checkout-path.yml
index 42564c64ea..ccc8fa1a3b 100644
--- a/pr-checks/checks/with-checkout-path.yml
+++ b/pr-checks/checks/with-checkout-path.yml
@@ -1,29 +1,35 @@
 name: "Use a custom `checkout_path`"
 description: "Checks that a custom `checkout_path` will find the proper commit_oid"
 steps:
+  # This ensures we don't accidentally use the original checkout for any part of the test.
+  - name: Delete original checkout
+    shell: bash
+    run: |
+      # delete the original checkout so we don't accidentally use it.
+      # Actions does not support deleting the current working directory, so we
+      # delete the contents of the directory instead.
+      rm -rf ./* .github .git
   # Check out the actions repo again, but at a different location.
   # choose an arbitrary SHA so that we can later test that the commit_oid is not from main
   - uses: actions/checkout@v4
     with:
       ref: 474bbf07f9247ffe1856c6a0f94aeeb10e7afee6
       path: x/y/z/some-path
+
   - uses: ./../action/init
     with:
       tools: ${{ steps.prepare-test.outputs.tools-url }}
       # it's enough to test one compiled language and one interpreted language
       languages: csharp,javascript
-      source-path: x/y/z/some-path/tests/multi-language-repo
+      source-root: x/y/z/some-path/tests/multi-language-repo
       debug: true
-  - name: Build code (non-windows)
-    shell: bash
-    if: ${{ runner.os != 'Windows' }}
-    run: |
-      $CODEQL_RUNNER x/y/z/some-path/tests/multi-language-repo/build.sh
-  - name: Build code (windows)
+
+  - name: Build code
     shell: bash
-    if: ${{ runner.os == 'Windows' }}
+    working-directory: x/y/z/some-path/tests/multi-language-repo
     run: |
-      x/y/z/some-path/tests/multi-language-repo/build.sh
+      ./build.sh
+
   - uses: ./../action/analyze
     with:
       checkout_path: x/y/z/some-path/tests/multi-language-repo
diff --git a/pr-checks/sync.py b/pr-checks/sync.py
index 652cf0c37f..3b9f69202f 100755
--- a/pr-checks/sync.py
+++ b/pr-checks/sync.py
@@ -74,6 +74,23 @@ def writeHeader(checkStream):
             useAllPlatformBundle = checkSpecification['useAllPlatformBundle']
 
     steps = [
+        {
+            'name': 'Setup Python on MacOS',
+            'uses': 'actions/setup-python@v4',
+            # Ensure that this is serialized as a folded (`>`) string to preserve the readability
+            # of the generated workflow.
+            'if': FoldedScalarString(textwrap.dedent('''
+                    matrix.os == 'macos-latest' && (
+                    matrix.version == 'stable-20220908' ||
+                    matrix.version == 'stable-20221211' ||
+                    matrix.version == 'stable-20230418' ||
+                    matrix.version == 'stable-v2.13.5' ||
+                    matrix.version == 'stable-v2.14.6')
+            ''').strip()),
+            'with': {
+                'python-version': '3.11'
+            }
+        },
         {
             'name': 'Check out repository',
             'uses': 'actions/checkout@v4'