diff --git a/.github/workflows/publish-pypi.yml b/.github/workflows/publish-pypi.yml
index 15a12ec..823105d 100644
--- a/.github/workflows/publish-pypi.yml
+++ b/.github/workflows/publish-pypi.yml
@@ -7,11 +7,15 @@ jobs:
   build-n-publish:
     name: Build and publish Python 🐍 distributions 📦 to PyPI and TestPyPI
     runs-on: ubuntu-latest
+    environment: release
+    permissions:
+      # IMPORTANT: this permission is mandatory for trusted publishing
+      id-token: write
 
     steps:
     - uses: actions/checkout@v3
       with:
-        ref: master
+        ref: main
     - name: Set up Python 3.10
       uses: actions/setup-python@v4
       with:
@@ -27,7 +31,4 @@ jobs:
         python setup.py sdist bdist_wheel
 
     - name: Publish distribution to PyPI
-      uses: pypa/gh-action-pypi-publish@master
-      with:
-        user: __token__
-        password: ${{ secrets.pypi_api_key }}
+      uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.github/workflows/run_tox.yml b/.github/workflows/run_tox.yml
index 26f1629..a768730 100644
--- a/.github/workflows/run_tox.yml
+++ b/.github/workflows/run_tox.yml
@@ -13,14 +13,13 @@ jobs:
           python-version: '3.10'
       - uses: pre-commit/action@v3.0.0
 
-
   test:
     needs: pre-commit
     runs-on: ubuntu-latest
     strategy:
       max-parallel: 4
       matrix:
-        python-version: ['3.8', '3.9', '3.10', '3.11']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
 
     steps:
     - uses: actions/checkout@v3
diff --git a/,pyup.yml b/.pyup.yml
similarity index 100%
rename from ,pyup.yml
rename to .pyup.yml
diff --git a/docs/requirements.txt b/docs/requirements.txt
index e48f8fc..ff8bf35 100644
--- a/docs/requirements.txt
+++ b/docs/requirements.txt
@@ -1,5 +1,5 @@
 # Packages required to build the documentation
 sphinx                      == 7.2.6
-sphinx-autodoc-typehints    == 1.25.0
-sphinx_rtd_theme            == 1.3.0
-sphinx-exec-code            == 0.10
+sphinx-autodoc-typehints    == 1.25.2
+sphinx_rtd_theme            == 2.0.0
+sphinx-exec-code            == 0.12
diff --git a/requirements.txt b/requirements.txt
index 363f036..a7113b0 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,8 +2,8 @@
 -r requirements_setup.txt
 
 # testing dependencies
-pytest     >= 7.4, < 8
-pre-commit >= 3.5, < 4
+pytest     == 7.4.4
+pre-commit == 3.6.0
 
 # linter
-ruff >= 0.1.5, < 0.2
+ruff == 0.1.11