diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b51cee6..22a77f6 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -13,14 +13,14 @@ jobs:
   lint:
     name: PyLint
     needs: test
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
     steps:
       - uses: actions/checkout@v4
       - name: Install dependencies
         run: |
-          python3 -m pip install --upgrade pip --break-system-packages
-          python3 -m pip install pylint==3.2.4 pycodestyle==2.12.0 --break-system-packages
-          python3 -m pip install --no-deps bmw-lobster-core bmw-lobster-tool-trlc --break-system-packages
+          python3 -m pip install --upgrade pip
+          python3 -m pip install pylint==3.2.4 pycodestyle==2.12.0
+          python3 -m pip install --no-deps bmw-lobster-core bmw-lobster-tool-trlc
       - name: Executing linter
         run: |
           make lint
@@ -29,7 +29,7 @@ jobs:
     if: success()
     strategy:
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-13, macos-14]
+        os: [ubuntu-24.04, windows-2022, macos-13, macos-14]
         py-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
         include:
           - os: ubuntu-latest
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 0a73264..6e56bfe 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -25,7 +25,7 @@ jobs:
       name: github-pages
       url: ${{ steps.deployment.outputs.page_url }}
 
-    runs-on: ubuntu-latest
+    runs-on: ubuntu-24.04
 
     steps:
       - name: Checkout
diff --git a/.github/workflows/package.yml b/.github/workflows/package.yml
index 6e73964..3146382 100644
--- a/.github/workflows/package.yml
+++ b/.github/workflows/package.yml
@@ -11,7 +11,7 @@ jobs:
 
   package:
     name: Build
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-24.04
     steps:
       - uses: actions/checkout@v4
       - name: Set up Python 3.9
@@ -34,7 +34,7 @@ jobs:
   upload-test:
     name: PyPI Upload
     needs: package
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-24.04
     environment: release
     permissions:
       id-token: write