diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
index 653e211..673e259 100644
--- a/.github/workflows/ci.yaml
+++ b/.github/workflows/ci.yaml
@@ -10,7 +10,7 @@ on:
   workflow_dispatch:
 
 env:
-  DEFAULT_PYTHON: "3.12"
+  DEFAULT_PYTHON: "3.13"
   PRE_COMMIT_CACHE: ~/.cache/pre-commit
 
 concurrency:
@@ -22,9 +22,12 @@ jobs:
   # This prevent upcoming jobs to do the same individually
   prepare:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.12", "3.13"]
     outputs:
-      python-version: ${{ steps.python.outputs.python-version }}
-    name: Prepare Python dependencies
+      python-version: ${{ matrix.python-version }}
+    name: Prepare Python ${{ matrix.python-version }} dependencies
     steps:
       - name: Check out code from GitHub
         uses: actions/checkout@v4.2.2
@@ -32,15 +35,15 @@ jobs:
         id: python
         uses: actions/setup-python@v5.6.0
         with:
-          python-version: ${{ env.DEFAULT_PYTHON }}
+          python-version: ${{ matrix.python-version }}
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v4.2.3
         with:
           path: venv
-          key: |
-            ${{ runner.os }}-venv-${{ steps.python.outputs.python-version }}-${{
-            hashFiles('pyproject.toml') }}
+          key: >
+            ${{ runner.os }}-venv-${{ matrix.python-version }}-
+            ${{ hashFiles('pyproject.toml') }}
       - name: Create Python virtual environment
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -54,9 +57,9 @@ jobs:
         with:
           path: ${{ env.PRE_COMMIT_CACHE }}
           lookup-only: true
-          key: |
-            ${{ runner.os }}-pre-commit-${{ hashFiles('.pre-commit-config.yaml')
-            }}
+          key: >
+            ${{ runner.os }}-pre-commit-${{ matrix.python-version }}-
+            ${{ hashFiles('.pre-commit-config.yaml') }}
           restore-keys: |
             ${{ runner.os }}-pre-commit-
       - name: Install pre-commit dependencies
@@ -66,25 +69,28 @@ jobs:
           pre-commit install-hooks
 
   lint-ruff-format:
-    name: Check ruff-format
+    name: Check ruff-format Python ${{ matrix.python-version }}
     runs-on: ubuntu-latest
     needs: prepare
+    strategy:
+      matrix:
+        python-version: ["3.12", "3.13"]
     steps:
       - name: Check out code from GitHub
         uses: actions/checkout@v4.2.2
-      - name: Set up Python ${{ needs.prepare.outputs.python-version }}
+      - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v5.6.0
         id: python
         with:
-          python-version: ${{ needs.prepare.outputs.python-version }}
+          python-version: ${{ matrix.python-version }}
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v4.2.3
         with:
           path: venv
-          key: |
-            ${{ runner.os }}-venv-${{ needs.prepare.outputs.python-version
-            }}-${{ hashFiles('pyproject.toml') }}
+          key: >
+            ${{ runner.os }}-venv-${{ matrix.python-version }}-
+            ${{ hashFiles('pyproject.toml') }}
       - name: Fail job if Python cache restore failed
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -95,9 +101,9 @@ jobs:
         uses: actions/cache@v4.2.3
         with:
           path: ${{ env.PRE_COMMIT_CACHE }}
-          key: |
-            ${{ runner.os }}-pre-commit-${{ hashFiles('.pre-commit-config.yaml')
-            }}
+          key: >
+            ${{ runner.os }}-pre-commit-${{ matrix.python-version }}-
+            ${{ hashFiles('.pre-commit-config.yaml') }}
       - name: Fail job if cache restore failed
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -112,25 +118,28 @@ jobs:
           RUFF_OUTPUT_FORMAT: github
 
   lint-ruff:
-    name: Check ruff
+    name: Check ruff Python ${{ matrix.python-version }}
     runs-on: ubuntu-latest
     needs: prepare
+    strategy:
+      matrix:
+        python-version: ["3.12", "3.13"]
     steps:
       - name: Check out code from GitHub
         uses: actions/checkout@v4.2.2
-      - name: Set up Python ${{ needs.prepare.outputs.python-version }}
+      - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v5.6.0
         id: python
         with:
-          python-version: ${{ needs.prepare.outputs.python-version }}
+          python-version: ${{ matrix.python-version }}
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v4.2.3
         with:
           path: venv
-          key: |
-            ${{ runner.os }}-venv-${{ needs.prepare.outputs.python-version
-            }}-${{ hashFiles('pyproject.toml') }}
+          key: >
+            ${{ runner.os }}-venv-${{ matrix.python-version }}-
+            ${{ hashFiles('pyproject.toml') }}
       - name: Fail job if Python cache restore failed
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -141,9 +150,9 @@ jobs:
         uses: actions/cache@v4.2.3
         with:
           path: ${{ env.PRE_COMMIT_CACHE }}
-          key: |
-            ${{ runner.os }}-pre-commit-${{ hashFiles('.pre-commit-config.yaml')
-            }}
+          key: >
+            ${{ runner.os }}-pre-commit-${{ matrix.python-version }}-
+            ${{ hashFiles('.pre-commit-config.yaml') }}
       - name: Fail job if cache restore failed
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -158,25 +167,28 @@ jobs:
           RUFF_OUTPUT_FORMAT: github
 
   lint-other:
-    name: Check other linters
+    name: Check other linters Python ${{ matrix.python-version }}
     runs-on: ubuntu-24.04
     needs: prepare
+    strategy:
+      matrix:
+        python-version: ["3.12", "3.13"]
     steps:
       - name: Check out code from GitHub
         uses: actions/checkout@v4.2.2
-      - name: Set up Python ${{ needs.prepare.outputs.python-version }}
+      - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v5.6.0
         id: python
         with:
-          python-version: ${{ needs.prepare.outputs.python-version }}
+          python-version: ${{ matrix.python-version }}
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v4.2.3
         with:
           path: venv
-          key: |
-            ${{ runner.os }}-venv-${{ needs.prepare.outputs.python-version
-            }}-${{ hashFiles('pyproject.toml') }}
+          key: >
+            ${{ runner.os }}-venv-${{ matrix.python-version }}-
+            ${{ hashFiles('pyproject.toml') }}
       - name: Fail job if Python cache restore failed
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -187,9 +199,9 @@ jobs:
         uses: actions/cache@v4.2.3
         with:
           path: ${{ env.PRE_COMMIT_CACHE }}
-          key: |
-            ${{ runner.os }}-pre-commit-${{ hashFiles('.pre-commit-config.yaml')
-            }}
+          key: >
+            ${{ runner.os }}-pre-commit-${{ matrix.python-version }}-
+            ${{ hashFiles('.pre-commit-config.yaml') }}
       - name: Fail job if cache restore failed
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -249,23 +261,26 @@ jobs:
   pytest:
     runs-on: ubuntu-latest
     needs: prepare
-    name: Run tests Python ${{ needs.prepare.outputs.python-version }}
+    strategy:
+      matrix:
+        python-version: ["3.12", "3.13"]
+    name: Run tests Python ${{ matrix.python-version }}
     steps:
       - name: Check out code from GitHub
         uses: actions/checkout@v4.2.2
-      - name: Set up Python ${{ needs.prepare.outputs.python-version }}
+      - name: Set up Python ${{ matrix.python-version }}
         uses: actions/setup-python@v5.6.0
         id: python
         with:
-          python-version: ${{ needs.prepare.outputs.python-version }}
+          python-version: ${{ matrix.python-version }}
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v4.2.3
         with:
           path: venv
-          key: |
-            ${{ runner.os }}-venv-${{ needs.prepare.outputs.python-version
-            }}-${{ hashFiles('pyproject.toml') }}
+          key: >
+            ${{ runner.os }}-venv-${{ matrix.python-version }}-
+            ${{ hashFiles('pyproject.toml') }}
       - name: Fail job if Python cache restore failed
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
@@ -304,26 +319,26 @@ jobs:
     steps:
       - name: Check out code from GitHub
         uses: actions/checkout@v4.2.2
-      - name: Set up Python ${{ needs.prepare.outputs.python-version }}
+      - name: Set up Python ${{ env.DEFAULT_PYTHON }}
         uses: actions/setup-python@v5.6.0
         id: python
         with:
-          python-version: ${{ needs.prepare.outputs.python-version }}
+          python-version: ${{ env.DEFAULT_PYTHON }}
       - name: Restore Python virtual environment
         id: cache-venv
         uses: actions/cache@v4.2.3
         with:
           path: venv
-          key: |
-            ${{ runner.os }}-venv-${{ needs.prepare.outputs.python-version
-            }}-${{ hashFiles('pyproject.toml') }}
+          key: >
+            ${{ runner.os }}-venv-${{ env.DEFAULT_PYTHON }}-
+            ${{ hashFiles('pyproject.toml') }}
       - name: Fail job if Python cache restore failed
         if: steps.cache-venv.outputs.cache-hit != 'true'
         run: |
           echo "Failed to restore Python virtual environment from cache"
           exit 1
       - name: Download all coverage artifacts
-        uses: actions/download-artifact@v4.1.8
+        uses: actions/download-artifact@v5.0.0
       - name: Combine coverage results
         run: |
           . venv/bin/activate