diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
deleted file mode 100644
index b6b363b..0000000
--- a/.github/workflows/release.yml
+++ /dev/null
@@ -1,40 +0,0 @@
-name: Release
-
-on:
-  push:
-    tags:
-    - '*'
-
-jobs:
-  build:
-    if: github.repository == 'jazzband/django-recurrence'
-    runs-on: ubuntu-latest
-
-    steps:
-      - uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: 3.7
-
-      - name: Install dependencies
-        run: |
-          python -m pip install -U pip
-          python -m pip install -U setuptools twine wheel
-
-      - name: Build package
-        run: |
-          python setup.py --version
-          python setup.py sdist --format=gztar bdist_wheel
-          twine check dist/*
-
-      - name: Upload packages to Jazzband
-        if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
-        uses: pypa/gh-action-pypi-publish@master
-        with:
-          user: jazzband
-          password: ${{ secrets.JAZZBAND_RELEASE_KEY }}
-          repository_url: https://jazzband.co/projects/django-recurrence/upload
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 1437417..3a3f6df 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -10,67 +10,85 @@ jobs:
       fail-fast: false
       max-parallel: 5
       matrix:
-        python-version: ['3.7', '3.8', '3.9', '3.10', '3.11', 'pypy-3.8']
-        django-version: ['2.2', '3.2', '4.0']
+        python-version: ['3.9', '3.10', '3.11', '3.12']
+        django-version: ['4.0', '4.1', '4.2', '5.0']
         include:
           # Tox configuration for documentation environment
-          - python-version: '3.7'
+          - python-version: '3.9'
             django-version: 'docs'
           # Tox configuration for QA environment
-          - python-version: '3.7'
+          - python-version: '3.9'
             django-version: 'qa'
           # Django main
-          - python-version: '3.8'
-            django-version: 'main'
-            experimental: true
-          - python-version: '3.9'
-            django-version: 'main'
-            experimental: true
           - python-version: '3.10'
             django-version: 'main'
             experimental: true
           - python-version: '3.11'
             django-version: 'main'
             experimental: true
+          - python-version: '3.12'
+            django-version: 'main'
+            experimental: true
         exclude:
           # Exclude Django 4.0 for Python 3.7 as it is not supported
-          - python-version: '3.7'
+          - python-version: '3.11'
             django-version: '4.0'
-
+          - python-version: '3.12'
+            django-version: '4.0'
+          - python-version: '3.12'
+            django-version: '4.1'
+          - python-version: '3.9'
+            django-version: '5.0'
     steps:
-    - uses: actions/checkout@v2
-
-    - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v2
+    - uses: actions/checkout@v3
+    - name: Set up PDM for Python ${{ matrix.python-version }}
+      uses: pdm-project/setup-pdm@v4
       with:
         python-version: ${{ matrix.python-version }}
-
-    - name: Get pip cache dir
-      id: pip-cache
-      run: |
-        echo "::set-output name=dir::$(pip cache dir)"
-
-    - name: Cache
-      uses: actions/cache@v2
-      with:
-        path: ${{ steps.pip-cache.outputs.dir }}
-        key:
-          ${{ matrix.python-version }}-v1-${{ hashFiles('**/setup.py') }}
-        restore-keys: |
-          ${{ matrix.python-version }}-v1-
-
     - name: Install dependencies
       run: |
-        python -m pip install --upgrade pip
-        python -m pip install --upgrade tox tox-gh-actions
+        pdm sync -d -G dev
 
-    - name: Tox tests
+    - name: Run pytest
       run: |
-        tox -v
+        pdm run -v pytest --cov-report term-missing --cov-report xml --cov=docopt
       env:
         DJANGO: ${{ matrix.django-version }}
 
     - name: Upload coverage
-      uses: codecov/codecov-action@v1
+      uses: codecov/codecov-action@v2
       with:
         name: Python ${{ matrix.python-version }}
+
+    - name: Build wheels and sdist
+      run: |
+        pdm build
+
+    - name: Save artifacts
+      uses: actions/upload-artifact@v2
+      with:
+        # These are pure-python, so we don't need to worry about platform
+        name: wheels
+        # name: Python ${{ matrix.python-version }}
+        path: |
+          dist/*.whl
+          dist/*.tar.gz
+
+  release:
+    needs:
+      - build
+    runs-on: ubuntu-latest
+    steps:
+      - name: Download artifacts
+        uses: actions/download-artifact@v2
+        with:
+          name: wheels
+          path: dist
+
+      - name: Upload packages to Jazzband
+        if: github.event_name == 'push' && startsWith(github.ref, 'refs/tags')
+        uses: pypa/gh-action-pypi-publish@master
+        with:
+          user: jazzband
+          password: ${{ secrets.JAZZBAND_RELEASE_KEY }}
+          repository_url: https://jazzband.co/projects/django-recurrence/upload
\ No newline at end of file
diff --git a/CHANGES.rst b/CHANGES.rst
index 045087c..929dcd1 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -2,6 +2,14 @@
 Changes
 =======
 
+
+1.12
+----
+* Drop official support for Django versions 2.2, 3.2.
+* Drop official support for Python versions 3.7, 3.8;
+* Added support for DEFAULT_AUTO_FIELD
+* Minor fixes
+
 1.11.1 (2021-01-25)
 -------------------
 
diff --git a/docs/installation.rst b/docs/installation.rst
index 74db388..2f94ca4 100644
--- a/docs/installation.rst
+++ b/docs/installation.rst
@@ -27,9 +27,9 @@ Then, make sure ``recurrence`` is in your ``INSTALLED_APPS`` setting:
 Supported Django and Python versions
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-Currently, django-recurrence supports Python 3.6, 3.7, 3.8, 3.9, 3.10, and 3.11.
+Currently, django-recurrence supports Python 3.6, 3.7, 3.8, 3.9, 3.10, 3.11, and 3.12.
 
-django-recurrence is currently tested with django 2.2, 3.2, and 4.0
+django-recurrence is currently tested with django 2.2, 3.2, 4.0, 4.1, 4.2, and 5.0
 
 Set up internationalization
 ---------------------------
diff --git a/pdm.lock b/pdm.lock
new file mode 100644
index 0000000..a0cb1e6
--- /dev/null
+++ b/pdm.lock
@@ -0,0 +1,885 @@
+# This file is @generated by PDM.
+# It is not intended for manual editing.
+
+[metadata]
+groups = ["default", "dev"]
+strategy = ["cross_platform", "inherit_metadata"]
+lock_version = "4.4.1"
+content_hash = "sha256:7f61e041979d44d3abfd476799c44905f8f796a4206f49f332063841442bbdf7"
+
+[[package]]
+name = "alabaster"
+version = "0.7.16"
+requires_python = ">=3.9"
+summary = "A light, configurable Sphinx theme"
+groups = ["default"]
+files = [
+    {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+    {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
+]
+
+[[package]]
+name = "asgiref"
+version = "3.7.2"
+requires_python = ">=3.7"
+summary = "ASGI specs, helper code, and adapters"
+groups = ["default"]
+dependencies = [
+    "typing-extensions>=4; python_version < \"3.11\"",
+]
+files = [
+    {file = "asgiref-3.7.2-py3-none-any.whl", hash = "sha256:89b2ef2247e3b562a16eef663bc0e2e703ec6468e2fa8a5cd61cd449786d4f6e"},
+    {file = "asgiref-3.7.2.tar.gz", hash = "sha256:9e0ce3aa93a819ba5b45120216b23878cf6e8525eb3848653452b4192b92afed"},
+]
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.1"
+requires_python = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+summary = "Atomic file writes."
+groups = ["default"]
+marker = "sys_platform == \"win32\""
+files = [
+    {file = "atomicwrites-1.4.1.tar.gz", hash = "sha256:81b2c9071a49367a7f770170e5eec8cb66567cfbbc8c73d20ce5ca4a8d71cf11"},
+]
+
+[[package]]
+name = "attrs"
+version = "23.2.0"
+requires_python = ">=3.7"
+summary = "Classes Without Boilerplate"
+groups = ["default"]
+files = [
+    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
+    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+]
+
+[[package]]
+name = "babel"
+version = "2.14.0"
+requires_python = ">=3.7"
+summary = "Internationalization utilities"
+groups = ["default"]
+files = [
+    {file = "Babel-2.14.0-py3-none-any.whl", hash = "sha256:efb1a25b7118e67ce3a259bed20545c29cb68be8ad2c784c83689981b7a57287"},
+    {file = "Babel-2.14.0.tar.gz", hash = "sha256:6919867db036398ba21eb5c7a0f6b28ab8cbc3ae7a73a44ebe34ae74a4e7d363"},
+]
+
+[[package]]
+name = "certifi"
+version = "2023.11.17"
+requires_python = ">=3.6"
+summary = "Python package for providing Mozilla's CA Bundle."
+groups = ["default"]
+files = [
+    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
+    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
+]
+
+[[package]]
+name = "charset-normalizer"
+version = "3.3.2"
+requires_python = ">=3.7.0"
+summary = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+groups = ["default"]
+files = [
+    {file = "charset-normalizer-3.3.2.tar.gz", hash = "sha256:f30c3cb33b24454a82faecaf01b19c18562b1e89558fb6c56de4d9118a032fd5"},
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..7d94b31
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,64 @@
+[project]
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+requires-python = ">=3.9"
+readme = "README.rst"
+license = {text = "BSD"}
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Environment :: Plugins",
+    "Environment :: Web Environment",
+    "Framework :: Django",
+    "Framework :: Django",
+    "Framework :: Django :: 4.0",
+    "Framework :: Django :: 4.1",
+    "Framework :: Django :: 4.2",
+    "Framework :: Django :: 5.0",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: BSD License",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: Implementation",
+    "Programming Language :: Python :: Implementation :: CPython",
+    "Programming Language :: Python :: Implementation :: PyPy",
+]
+
+[project.urls]
+Homepage = "https://github.com/jazzband/django-recurrence"
+[build-system]
+requires = ["pdm-backend"]
+build-backend = "pdm.backend"
+
+[tool.pdm]
+distribution = true
+
+[tool.pdm.dev-dependencies]
+dev = [
+    "setuptools>=69.0.3",
+    "tox-pdm>=0.6.1",
+    "tox>=3.25.1",
+]
+
+[tool.pdm.package-dir]
+recurrence = "recurrence"
diff --git a/pytest.ini b/pytest.ini
index ca03988..db8505c 100644
--- a/pytest.ini
+++ b/pytest.ini
@@ -2,3 +2,4 @@
 DJANGO_SETTINGS_MODULE = tests.settings
 addopts = --cov recurrence --cov-append --cov-branch --cov-report term-missing --cov-report=xml
 testpaths = tests
+pythonpath = .
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 01f5cfe..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-flake8==4.0.1
-pytest-cov==3.0.0
-pytest-django==4.5.2
-pytest-sugar==0.9.5
-pytest==7.1.2
-sphinx==4.3.2
-sphinx_rtd_theme==1.0.0
-tox==3.25.1
diff --git a/setup.py b/setup.py
deleted file mode 100644
index e70ab8e..0000000
--- a/setup.py
+++ /dev/null
@@ -1,58 +0,0 @@
-import os
-
-from setuptools import setup
-
-setup(
-    name="django-recurrence",
-    use_scm_version=True,
-    license="BSD",
-    description="Django utility wrapping dateutil.rrule",
-    long_description="\n".join(
-        [
-            open("README.rst", encoding="utf-8").read(),
-            open("CHANGES.rst", encoding="utf-8").read(),
-        ]
-    ),
-    author="Tamas Kemenczy",
-    author_email="tamas.kemenczy@gmail.com",
-    url="https://github.com/jazzband/django-recurrence",
-    classifiers=[
-        "Development Status :: 5 - Production/Stable",
-        "Environment :: Web Environment",
-        "Environment :: Plugins",
-        "Framework :: Django",
-        "Framework :: Django",
-        "Framework :: Django :: 2.2",
-        "Framework :: Django :: 3.2",
-        "Framework :: Django :: 4.0",
-        "Intended Audience :: Developers",
-        "License :: OSI Approved :: BSD License",
-        "Operating System :: OS Independent",
-        "Programming Language :: Python",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-        "Programming Language :: Python :: 3.11",
-        "Programming Language :: Python :: Implementation",
-        "Programming Language :: Python :: Implementation :: CPython",
-        "Programming Language :: Python :: Implementation :: PyPy",
-    ],
-    python_requires=">=3.7",
-    install_requires=["django>=2.2", "python-dateutil"],
-    setup_requires=["setuptools_scm"],
-    packages=["recurrence", "recurrence.migrations"],
-    package_dir={"recurrence": "recurrence"},
-    package_data={
-        "recurrence": [
-            os.path.join("static", "*.css"),
-            os.path.join("static", "*.png"),
-            os.path.join("static", "*.js"),
-            os.path.join("locale", "*.po"),
-            os.path.join("locale", "*.mo"),
-        ]
-    },
-    zip_safe=False,
-    include_package_data=True,
-)
diff --git a/tox.ini b/tox.ini
index 80316b7..07cc6af 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,28 +1,30 @@
 [tox]
 envlist =
-  py37-djdocs
-  py37-djqa
-  py{37,38,39,310,311,py38}-dj22
-  py{37,38,39,310,311,py38}-dj32
-  py{38,39,310,311,py38}-dj40
-  py{38,39,310,311,py38}-djmain
+  py312-djdocs
+  py312-djqa
+  py{38,39,310,py38}-dj40
+  py{38,39,310,311,py38}-dj41
+  py{38,39,310,311,312,py38}-dj42
+  py{310,311,312}-dj50
+  py{310,311,312,py38}-djmain
 
 [gh-actions]
 python =
-  3.7: py37
   3.8: py38
   3.9: py39
   3.10: py310
   3.11: py311
+  3.12: py312
   pypy-3.8: pypy38
 
 [gh-actions:env]
 DJANGO =
   docs: djdocs
   qa: djqa
-  2.2: dj22
-  3.2: dj32
   4.0: dj40
+  4.1: dj41
+  4.2: dj42
+  5.0: dj50
   main: djmain
 
 [testenv]
@@ -31,15 +33,16 @@ setenv =
   PYTHONDONTWRITEBYTECODE=1
 deps =
   -r requirements.txt
-  dj22: django>=2.2,<2.3
-  dj32: django>=3.2,<3.3
   dj40: django>=4.0,<4.1
+  dj41: django>=4.1,<4.2
+  dj42: django>=4.2,<4.3
+  dj50: django>=5.0,<5.1
   djmain: https://github.com/django/django/archive/main.tar.gz
 commands =
   pytest
 
-[testenv:py37-djqa]
-basepython = python3.7
+[testenv:py310-djqa]
+basepython = python3.10
 ignore_errors = true
 deps =
   -r requirements.txt
@@ -48,8 +51,8 @@ commands =
   flake8 setup.py
   flake8 tests
 
-[testenv:py37-djdocs]
-basepython = python3.7
+[testenv:py310-djdocs]
+basepython = python3.10
 changedir = docs
 deps =
   -r requirements.txt