diff --git a/.github/workflows/e2e-cache.yml b/.github/workflows/e2e-cache.yml
index d6713a37..df1339c9 100644
--- a/.github/workflows/e2e-cache.yml
+++ b/.github/workflows/e2e-cache.yml
@@ -22,7 +22,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python-version: ['3.9', 'pypy-3.9-v7.x']
+        python-version: ['3.10', 'pypy-3.10-v7.x']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
@@ -40,7 +40,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python-version: ['3.9', 'pypy-3.9-v7.x']
+        python-version: ['3.10', 'pypy-3.10-v7.x']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
@@ -76,7 +76,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python-version: ['3.9', 'pypy-3.9']
+        python-version: ['3.10', 'pypy-3.10']
     steps:
       - uses: actions/checkout@v4
       - name: Install poetry
@@ -98,7 +98,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python-version: ['3.9', 'pypy-3.9-v7.x']
+        python-version: ['3.10', 'pypy-3.10-v7.x']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
@@ -117,7 +117,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python-version: ['3.9', 'pypy-3.9-v7.x']
+        python-version: ['3.10', 'pypy-3.10-v7.x']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python
diff --git a/.github/workflows/e2e-tests.yml b/.github/workflows/e2e-tests.yml
index 924ceb01..8263e7ad 100644
--- a/.github/workflows/e2e-tests.yml
+++ b/.github/workflows/e2e-tests.yml
@@ -18,18 +18,18 @@ jobs:
     strategy:
       matrix:
         operating-system:
-          [ubuntu-latest, windows-latest, macos-latest, macos-13]
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
 
-      - name: Run with setup-python 3.12
-        uses: ./
-        with:
-          python-version: 3.12
-      - name: Verify 3.12
-        run: python __tests__/verify-python.py 3.12
-
       - name: Run with setup-python 3.9.13
         uses: ./
         with:
@@ -51,12 +51,19 @@ jobs:
       - name: Verify 3.11.9
         run: python __tests__/verify-python.py 3.11.9
 
-      - name: Run with setup-python 3.12.4
+      - name: Run with setup-python 3.12.7
         uses: ./
         with:
-          python-version: 3.12.4
-      - name: Verify 3.12.4
-        run: python __tests__/verify-python.py 3.12.4
+          python-version: 3.12.7
+      - name: Verify 3.12.7
+        run: python __tests__/verify-python.py 3.12.7
+
+      - name: Run with setup-python 3.13.0
+        uses: ./
+        with:
+          python-version: 3.13.0
+      - name: Verify 3.13.0
+        run: python __tests__/verify-python.py 3.13.0
 
       - name: Run with setup-python 3.11.9
         id: cp311
@@ -68,12 +75,12 @@ jobs:
       - name: Run python-path sample 3.11.9
         run: pipx run --python '${{ steps.cp311.outputs.python-path }}' nox --version
 
-      - name: Run with setup-python ==3.12
+      - name: Run with setup-python ==3.13
         uses: ./
         with:
-          python-version: '==3.12'
-      - name: Verify ==3.12
-        run: python __tests__/verify-python.py 3.12
+          python-version: '==3.13'
+      - name: Verify ==3.13
+        run: python __tests__/verify-python.py 3.13
 
       - name: Run with setup-python <3.13
         uses: ./
diff --git a/.github/workflows/test-graalpy.yml b/.github/workflows/test-graalpy.yml
index 8bbedb3b..04549bc8 100644
--- a/.github/workflows/test-graalpy.yml
+++ b/.github/workflows/test-graalpy.yml
@@ -18,10 +18,10 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, macos-latest, macos-13]
+        os: [ubuntu-20.04, ubuntu-22.04, ubuntu-24.04, macos-latest, macos-13]
         graalpy:
-          - 'graalpy-23.0'
-          - 'graalpy-22.3'
+          - 'graalpy-24.1'
+          - 'graalpy-23.1'
 
     steps:
       - name: Checkout
@@ -63,8 +63,8 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, macos-latest, macos-13]
-        graalpy: ['graalpy23.0', 'graalpy22.3']
+        os: [ubuntu-20.04, ubuntu-22.04, ubuntu-24.04, macos-latest, macos-13]
+        graalpy: ['graalpy24.1', 'graalpy23.1']
 
     steps:
       - name: Checkout
@@ -88,14 +88,14 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, macos-latest, macos-13]
+        os: [ubuntu-20.04, ubuntu-22.04, ubuntu-24.04, macos-latest, macos-13]
     steps:
       - uses: actions/checkout@v4
       - name: Setup GraalPy and check latest
         uses: ./
         id: graalpy
         with:
-          python-version: 'graalpy-23.x'
+          python-version: 'graalpy-24.x'
           check-latest: true
       - name: GraalPy and Python version
         run: python --version
diff --git a/.github/workflows/test-pypy.yml b/.github/workflows/test-pypy.yml
index 0ee7a929..46b09585 100644
--- a/.github/workflows/test-pypy.yml
+++ b/.github/workflows/test-pypy.yml
@@ -20,7 +20,15 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
         pypy:
           - 'pypy-2.7'
           - 'pypy-3.10'
diff --git a/.github/workflows/test-python.yml b/.github/workflows/test-python.yml
index c0a7eacc..122a3d67 100644
--- a/.github/workflows/test-python.yml
+++ b/.github/workflows/test-python.yml
@@ -20,8 +20,16 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python: [3.9.13, 3.10.11, 3.11.9, 3.12.3]
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
+        python: [3.9.13, 3.10.11, 3.11.9, 3.12.3, 3.13.0]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -55,8 +63,16 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python: [3.9.13, 3.10.11, 3.11.9, 3.12.3]
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
+        python: [3.9.13, 3.10.11, 3.11.9, 3.12.3, 3.13.0]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -93,8 +109,16 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python: [3.9.13, 3.10.11, 3.11.9, 3.12.3]
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
+        python: [3.9.13, 3.10.11, 3.11.9, 3.12.3, 3.13.0]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -129,8 +153,16 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python: [3.9.13, 3.10.11, 3.11.9, '==3.12.3']
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
+        python: [3.9.13, 3.10.11, 3.11.9, '==3.12.3', 3.13.0]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -170,8 +202,16 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python: [3.9.13, 3.10.11, 3.11.9, 3.12.3]
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
+        python: [3.9.13, 3.10.11, 3.11.9, 3.12.3, 3.13.0]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -211,7 +251,15 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -302,8 +350,16 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python: ['3.11', '3.12']
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
+        python: ['3.11', '3.12', '3.13']
     steps:
       - name: Checkout
         uses: actions/checkout@v4
@@ -326,8 +382,16 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
-        python-version: ['3.11', '3.12']
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
+        python-version: ['3.11', '3.12', '3.13']
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python and check latest
@@ -350,7 +414,15 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ubuntu-latest, windows-latest, macos-latest, macos-13]
+        os:
+          [
+            ubuntu-20.04,
+            ubuntu-22.04,
+            ubuntu-24.04,
+            windows-latest,
+            macos-latest,
+            macos-13
+          ]
     steps:
       - uses: actions/checkout@v4
       - name: Setup Python and check latest
@@ -359,12 +431,13 @@ jobs:
           python-version: |
             3.11
             3.12
+            3.13
           check-latest: true
       - name: Validate version
         run: |
           $pythonVersion = (python --version)
-          if ("$pythonVersion" -NotMatch "3.12"){
-            Write-Host "The current version is $pythonVersion; expected version is 3.12"
+          if ("$pythonVersion" -NotMatch "3.13"){
+            Write-Host "The current version is $pythonVersion; expected version is 3.13"
             exit 1
           }
           $pythonVersion