diff --git a/.github/workflows/docs-ci.yml b/.github/workflows/docs-ci.yml
index dbb8edf8..9f3d6271 100644
--- a/.github/workflows/docs-ci.yml
+++ b/.github/workflows/docs-ci.yml
@@ -4,21 +4,21 @@ on: [push, pull_request]
 
 jobs:
   build:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
 
     strategy:
       max-parallel: 4
       matrix:
-        python-version: ["3.10",]
+        python-version: ["3.11",]
 
     steps:
       - name: Checkout code
-        uses: actions/checkout@v5
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
         with:
             fetch-depth: 0
 
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
         with:
           python-version: ${{ matrix.python-version }}
 
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
new file mode 100644
index 00000000..bea059ef
--- /dev/null
+++ b/.github/workflows/main.yml
@@ -0,0 +1,32 @@
+name: run tests
+
+on: [push, pull_request]
+
+
+jobs:
+  build:
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+
+    strategy:
+      max-parallel: 4
+      matrix:
+        python-version: ["3.10", "3.11", "3.12"]
+
+    steps:
+      - name: Checkout code
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install dependencies
+        run: make dev
+
+      - name: Run tests
+        run: |
+          source venv/bin/activate
+          make test
diff --git a/.github/workflows/pypi-release.yml b/.github/workflows/pypi-release.yml
index ffff6a0e..9b8599b9 100644
--- a/.github/workflows/pypi-release.yml
+++ b/.github/workflows/pypi-release.yml
@@ -7,22 +7,69 @@ on:
       - "v*.*.*"
 
 jobs:
-  build-and-publish-to-pypi:
-    name: Build and publish library to PyPI
-    runs-on: ubuntu-22.04
+  build-pypi-distribs:
+    name: Build for publishing
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+
+    steps:
+      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd  # v6.0.2
+      - name: Set up Python
+        uses: actions/setup-python@a309ff8b426b58ec0e2a45f0f869d46889d02405 # v6.2.0
+        with:
+          python-version: 3.10
+
+      - name: Install pypa/build
+        run: python -m pip install build --user
+
+      - name: Build a binary wheel and a source tarball
+        run: python -m build --sdist --wheel --outdir dist/
+
+      - name: Upload built archives
+        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f  # v7.0.0
+        with:
+          name: pypi_archives
+          path: dist/*
+
+  create-gh-release:
+    name: Create GH release
+    needs:
+      - build-pypi-distribs
+    runs-on: ubuntu-24.04
+
+    steps:
+      - name: Download built archives
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3  # v8.0.0
+        with:
+          name: pypi_archives
+          path: dist
+
+      - name: Create GH release
+        uses: softprops/action-gh-release@a06a81a03ee405af7f2048a818ed3f03bbf83c7b  # v2.5.0
+        with:
+          draft: false
+          generate_release_notes: true
+          files: dist/*
+
+  create-pypi-release:
+    name: Create PyPI release
+    needs:
+      - create-gh-release
+    runs-on: ubuntu-24.04
+    environment: pypi-publish
+    permissions:
+      id-token: write
+
     steps:
-     - uses: actions/checkout@v4
-     - name: Set up Python
-       uses: actions/setup-python@v5
-       with:
-         python-version: 3.9
-     - name: Install pypa/build
-       run: python -m pip install build --user
-     - name: Build a binary wheel and a source tarball
-       run: python -m build --sdist --wheel --outdir dist/
-     - name: Publish distribution  to PyPI
-       if: startsWith(github.ref, 'refs/tags')
-       uses: pypa/gh-action-pypi-publish@release/v1
-       with:
-         password: ${{ secrets.PYPI_API_TOKEN }}
-        
+      - name: Download built archives
+        uses: actions/download-artifact@70fc10c6e5e1ce46ad2ea6f2b72d43f7d47b13c3  # v8.0.0
+        with:
+          name: pypi_archives
+          path: dist
+
+      - name: Publish to PyPI
+        if: startsWith(github.ref, 'refs/tags/')
+        uses: pypa/gh-action-pypi-publish@ed0c53931b1dc9bd32cbe73a98c7f6766f8a527e  # v1.13.0
+        with:
+          verbose: true