diff --git a/.github/workflows/__all-platform-bundle.yml b/.github/workflows/__all-platform-bundle.yml
index dea4a41a8a..e91b5757ee 100644
--- a/.github/workflows/__all-platform-bundle.yml
+++ b/.github/workflows/__all-platform-bundle.yml
@@ -60,6 +60,8 @@ jobs:
       - id: init
         uses: ./../action/init
         with:
+      # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+          languages: cpp,csharp,go,java,javascript,python,ruby
           tools: ${{ steps.prepare-test.outputs.tools-url }}
       - name: Build code
         shell: bash
diff --git a/.github/workflows/__multi-language-autodetect.yml b/.github/workflows/__multi-language-autodetect.yml
index d2b6baab5a..95ab6fe422 100644
--- a/.github/workflows/__multi-language-autodetect.yml
+++ b/.github/workflows/__multi-language-autodetect.yml
@@ -92,7 +92,16 @@ jobs:
           go-version: '>=1.21.0'
 
       - uses: ./../action/init
-        id: init
+        if: runner.os == 'ubuntu'
+        with:
+          db-location: ${{ runner.temp }}/customDbLocation
+      # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+          languages: cpp,csharp,go,java,javascript,python,ruby
+          tools: ${{ steps.prepare-test.outputs.tools-url }}
+
+      - uses: ./../action/init
+        id: init-macos
+        if: runner.os == 'macOS'
         with:
           db-location: ${{ runner.temp }}/customDbLocation
           tools: ${{ steps.prepare-test.outputs.tools-url }}
@@ -100,7 +109,7 @@ jobs:
       - uses: ./../action/.github/actions/setup-swift
         if: runner.os == 'macOS'
         with:
-          codeql-path: ${{ steps.init.outputs.codeql-path }}
+          codeql-path: ${{ steps.init-macos.outputs.codeql-path }}
 
       - name: Build code
         shell: bash
diff --git a/.github/workflows/__scaling-reserved-ram.yml b/.github/workflows/__scaling-reserved-ram.yml
index 8ec4693ece..cb824e9931 100644
--- a/.github/workflows/__scaling-reserved-ram.yml
+++ b/.github/workflows/__scaling-reserved-ram.yml
@@ -90,9 +90,17 @@ jobs:
       - uses: actions/setup-go@v5
         with:
           go-version: '>=1.21.0'
+      - uses: ./../action/init
+        if: runner.os == 'ubuntu'
+        with:
+          db-location: ${{ runner.temp }}/customDbLocation
+      # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+          languages: cpp,csharp,go,java,javascript,python,ruby
+          tools: ${{ steps.prepare-test.outputs.tools-url }}
 
       - uses: ./../action/init
-        id: init
+        id: init-macos
+        if: runner.os == 'macOS'
         with:
           db-location: ${{ runner.temp }}/customDbLocation
           tools: ${{ steps.prepare-test.outputs.tools-url }}
@@ -100,7 +108,7 @@ jobs:
       - uses: ./../action/.github/actions/setup-swift
         if: runner.os == 'macOS'
         with:
-          codeql-path: ${{ steps.init.outputs.codeql-path }}
+          codeql-path: ${{ steps.init-macos.outputs.codeql-path }}
 
       - name: Build code
         shell: bash
diff --git a/.github/workflows/__test-local-codeql.yml b/.github/workflows/__test-local-codeql.yml
index adb275b2d3..482ea72ced 100644
--- a/.github/workflows/__test-local-codeql.yml
+++ b/.github/workflows/__test-local-codeql.yml
@@ -66,6 +66,7 @@ jobs:
       - id: init
         uses: ./../action/init
         with:
+          languages: cpp,csharp,go,java,javascript,python,ruby
           tools: ./codeql-bundle-linux64.tar.gz
       - name: Build code
         shell: bash
diff --git a/.github/workflows/__unset-environment.yml b/.github/workflows/__unset-environment.yml
index cb2b625ed7..eb809804f3 100644
--- a/.github/workflows/__unset-environment.yml
+++ b/.github/workflows/__unset-environment.yml
@@ -75,6 +75,8 @@ jobs:
         id: init
         with:
           db-location: ${{ runner.temp }}/customDbLocation
+      # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+          languages: cpp,csharp,go,java,javascript,python,ruby
           tools: ${{ steps.prepare-test.outputs.tools-url }}
       - uses: actions/setup-go@v5
         with:
diff --git a/.github/workflows/debug-artifacts.yml b/.github/workflows/debug-artifacts.yml
index 135e6e46fb..3ac61de084 100644
--- a/.github/workflows/debug-artifacts.yml
+++ b/.github/workflows/debug-artifacts.yml
@@ -52,6 +52,8 @@ jobs:
           debug: true
           debug-artifact-name: my-debug-artifacts
           debug-database-name: my-db
+          # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+          languages: cpp,csharp,go,java,javascript,python,ruby 
       - name: Build code
         shell: bash
         run: ./build.sh
diff --git a/.github/workflows/test-codeql-bundle-all.yml b/.github/workflows/test-codeql-bundle-all.yml
index d675839772..2524f58e48 100644
--- a/.github/workflows/test-codeql-bundle-all.yml
+++ b/.github/workflows/test-codeql-bundle-all.yml
@@ -42,6 +42,8 @@ jobs:
     - id: init
       uses: ./../action/init
       with:
+        # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+        languages: cpp,csharp,go,java,javascript,python,ruby 
         tools: ${{ steps.prepare-test.outputs.tools-url }}
     - name: Build code
       shell: bash
diff --git a/pr-checks/checks/all-platform-bundle.yml b/pr-checks/checks/all-platform-bundle.yml
index 2f1a73303c..a0c5233133 100644
--- a/pr-checks/checks/all-platform-bundle.yml
+++ b/pr-checks/checks/all-platform-bundle.yml
@@ -7,6 +7,8 @@ steps:
   - id: init
     uses: ./../action/init
     with:
+      # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+      languages: cpp,csharp,go,java,javascript,python,ruby 
       tools: ${{ steps.prepare-test.outputs.tools-url }}
   - name: Build code
     shell: bash
diff --git a/pr-checks/checks/multi-language-autodetect.yml b/pr-checks/checks/multi-language-autodetect.yml
index 04f7a0cab1..6aaa4b5bf2 100644
--- a/pr-checks/checks/multi-language-autodetect.yml
+++ b/pr-checks/checks/multi-language-autodetect.yml
@@ -1,5 +1,5 @@
 name: "Multi-language repository"
-description: "An end-to-end integration test of a multi-language repository using automatic language detection"
+description: "An end-to-end integration test of a multi-language repository using automatic language detection for MacOS"
 operatingSystems: ["macos", "ubuntu"]
 steps:
   - uses: actions/setup-go@v5
@@ -7,7 +7,16 @@ steps:
       go-version: ">=1.21.0"
 
   - uses: ./../action/init
-    id: init
+    if: runner.os == 'ubuntu'
+    with:
+      db-location: "${{ runner.temp }}/customDbLocation"
+      # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+      languages: cpp,csharp,go,java,javascript,python,ruby 
+      tools: ${{ steps.prepare-test.outputs.tools-url }}
+
+  - uses: ./../action/init
+    id: init-macos
+    if: runner.os == 'macOS'
     with:
       db-location: "${{ runner.temp }}/customDbLocation"
       tools: ${{ steps.prepare-test.outputs.tools-url }}
@@ -15,7 +24,7 @@ steps:
   - uses: ./../action/.github/actions/setup-swift
     if: runner.os == 'macOS'
     with:
-      codeql-path: ${{ steps.init.outputs.codeql-path }}
+      codeql-path: ${{ steps.init-macos.outputs.codeql-path }}
 
   - name: Build code
     shell: bash
diff --git a/pr-checks/checks/scaling-reserved-ram.yml b/pr-checks/checks/scaling-reserved-ram.yml
index 43f22fac85..8a9957ce4b 100644
--- a/pr-checks/checks/scaling-reserved-ram.yml
+++ b/pr-checks/checks/scaling-reserved-ram.yml
@@ -7,9 +7,18 @@ steps:
   - uses: actions/setup-go@v5
     with:
       go-version: ">=1.21.0"
+  
+  - uses: ./../action/init
+    if: runner.os == 'ubuntu'
+    with:
+      db-location: "${{ runner.temp }}/customDbLocation"
+      # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+      languages: cpp,csharp,go,java,javascript,python,ruby 
+      tools: ${{ steps.prepare-test.outputs.tools-url }}
 
   - uses: ./../action/init
-    id: init
+    id: init-macos
+    if: runner.os == 'macOS'
     with:
       db-location: "${{ runner.temp }}/customDbLocation"
       tools: ${{ steps.prepare-test.outputs.tools-url }}
@@ -17,7 +26,7 @@ steps:
   - uses: ./../action/.github/actions/setup-swift
     if: runner.os == 'macOS'
     with:
-      codeql-path: ${{ steps.init.outputs.codeql-path }}
+      codeql-path: ${{ steps.init-macos.outputs.codeql-path }}
 
   - name: Build code
     shell: bash
diff --git a/pr-checks/checks/test-local-codeql.yml b/pr-checks/checks/test-local-codeql.yml
index ddf01b65ca..ac95a38c8e 100644
--- a/pr-checks/checks/test-local-codeql.yml
+++ b/pr-checks/checks/test-local-codeql.yml
@@ -12,6 +12,7 @@ steps:
   - id: init
     uses: ./../action/init
     with:
+      languages: cpp,csharp,go,java,javascript,python,ruby
       tools: ./codeql-bundle-linux64.tar.gz
   - name: Build code
     shell: bash
diff --git a/pr-checks/checks/unset-environment.yml b/pr-checks/checks/unset-environment.yml
index 1795ed0eae..fe52d02a11 100644
--- a/pr-checks/checks/unset-environment.yml
+++ b/pr-checks/checks/unset-environment.yml
@@ -7,6 +7,8 @@ steps:
     id: init
     with:
       db-location: ${{ runner.temp }}/customDbLocation
+      # We manually exclude Swift from the languages list here, as it is not supported on Ubuntu
+      languages: cpp,csharp,go,java,javascript,python,ruby 
       tools: ${{ steps.prepare-test.outputs.tools-url }}
   - uses: actions/setup-go@v5
     with: