diff --git a/.github/workflows/codecov.yml b/.github/workflows/codecov.yml
deleted file mode 100644
index ea8b6262..00000000
--- a/.github/workflows/codecov.yml
+++ /dev/null
@@ -1,55 +0,0 @@
-name: codecov
-on:
-  pull_request:
-  push:
-    branches:
-      - main
-
-jobs:
-  codecov:
-    name: py${{ matrix.python-version }} on ${{ matrix.os }}
-    runs-on: ${{ matrix.os }}
-    env:
-      MPLBACKEND: Agg # https://github.com/orgs/community/discussions/26434
-    strategy:
-      matrix:
-        os: [ubuntu-latest, macos-latest, windows-latest]
-        python-version: ["3.12"]
-
-    steps:
-      - uses: actions/checkout@v5
-
-      - name: Install uv
-        uses: astral-sh/setup-uv@v7
-        with:
-          enable-cache: true
-
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v6
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Display Python version
-        run: python -c "import sys; print(sys.version)"
-
-      - name: Install dependencies
-        shell: bash
-        run: uv pip install ".[dev,all_extras]" --no-cache-dir
-        env:
-          UV_SYSTEM_PYTHON: 1
-
-      - name: Show dependencies
-        run: uv pip list
-
-      - name: Generate coverage report
-        run: |
-          pip install pytest pytest-cov
-          pytest --cov=./ --cov-report=xml
-
-      - name: Upload coverage to Codecov
-        # if false in order to skip for now
-        if: false
-        uses: codecov/codecov-action@v5
-        with:
-          files: ./coverage.xml
-          fail_ci_if_error: true
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 96dbc752..2d29a97f 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -90,3 +90,100 @@ jobs:
       - name: Test with pytest
         run: |
           pytest ./tests
+
+  codecov:
+    name: py${{ matrix.python-version }} on ${{ matrix.os }}
+    runs-on: ${{ matrix.os }}
+    needs: code-quality
+    env:
+      MPLBACKEND: Agg # https://github.com/orgs/community/discussions/26434
+    strategy:
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
+        python-version: ["3.12"]
+
+    steps:
+      - uses: actions/checkout@v5
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v7
+        with:
+          enable-cache: true
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v6
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Display Python version
+        run: python -c "import sys; print(sys.version)"
+
+      - name: Install dependencies
+        shell: bash
+        run: uv pip install ".[dev,all_extras]" --no-cache-dir
+        env:
+          UV_SYSTEM_PYTHON: 1
+
+      - name: Show dependencies
+        run: uv pip list
+
+      - name: Generate coverage report
+        run: |
+          pip install pytest pytest-cov
+          pytest --cov=./ --cov-report=xml
+
+      - name: Upload coverage to Codecov
+        # if false in order to skip for now
+        if: false
+        uses: codecov/codecov-action@v5
+        with:
+          files: ./coverage.xml
+          fail_ci_if_error: true
+
+  notebooks:
+    runs-on: ubuntu-latest
+    needs: code-quality
+
+    strategy:
+      matrix:
+        python-version: [ '3.10', '3.11', '3.12', '3.13', '3.14' ]
+      fail-fast: false
+
+    steps:
+    - uses: actions/checkout@v5
+
+    - name: Install uv
+      uses: astral-sh/setup-uv@v7
+      with:
+        enable-cache: true
+
+    - name: Set up Python ${{ matrix.python-version }}
+      uses: actions/setup-python@v6
+      with:
+        python-version: ${{ matrix.python-version }}
+
+    - name: Display Python version
+      run: python -c "import sys; print(sys.version)"
+
+    - name: Install dependencies
+      shell: bash
+      run: uv pip install ".[dev,all_extras,notebook_test]" --no-cache-dir
+      env:
+        UV_SYSTEM_PYTHON: 1
+
+    - name: Show dependencies
+      run: uv pip list
+
+    # Discover all notebooks
+    - name: Collect notebooks
+      id: notebooks
+      shell: bash
+      run: |
+        NOTEBOOKS=$(find cookbook -name '*.ipynb' -print0 | xargs -0 echo)
+        echo "notebooks=$NOTEBOOKS" >> $GITHUB_OUTPUT
+
+    # Run all discovered notebooks with nbmake
+    - name: Test notebooks
+      shell: bash
+      run: |
+        uv run pytest --reruns 3 --nbmake --nbmake-timeout=3600 -vv ${{ steps.notebooks.outputs.notebooks }}
diff --git a/.github/workflows/notebooks.yml b/.github/workflows/notebooks.yml
deleted file mode 100644
index dda5ae6e..00000000
--- a/.github/workflows/notebooks.yml
+++ /dev/null
@@ -1,57 +0,0 @@
-name: notebooks
-
-on:
-  pull_request:
-  push:
-    branches:
-      - main
-permissions:
-  contents: read
-
-jobs:
-  test:
-    runs-on: ubuntu-latest
-
-    strategy:
-      matrix:
-        python-version: [ '3.10', '3.11', '3.12', '3.13', '3.14' ]
-      fail-fast: false
-
-    steps:
-    - uses: actions/checkout@v5
-
-    - name: Install uv
-      uses: astral-sh/setup-uv@v7
-      with:
-        enable-cache: true
-
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v6
-      with:
-        python-version: ${{ matrix.python-version }}
-
-    - name: Display Python version
-      run: python -c "import sys; print(sys.version)"
-
-    - name: Install dependencies
-      shell: bash
-      run: uv pip install ".[dev,all_extras,notebook_test]" --no-cache-dir
-      env:
-        UV_SYSTEM_PYTHON: 1
-
-    - name: Show dependencies
-      run: uv pip list
-
-    # Discover all notebooks
-    - name: Collect notebooks
-      id: notebooks
-      shell: bash
-      run: |
-        NOTEBOOKS=$(find cookbook -name '*.ipynb' -print0 | xargs -0 echo)
-        echo "notebooks=$NOTEBOOKS" >> $GITHUB_OUTPUT
-
-    # Run all discovered notebooks with nbmake
-    - name: Test notebooks
-      shell: bash
-      run: |
-        uv run pytest --reruns 3 --nbmake --nbmake-timeout=3600 -vv ${{ steps.notebooks.outputs.notebooks }}