diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..d5108e4
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,3 @@
+[flake8]
+exclude = docs
+max-line-length = 120
diff --git a/.gitignore b/.gitignore
index 4c915d1..ac5d8ac 100644
--- a/.gitignore
+++ b/.gitignore
@@ -71,9 +71,6 @@ target/
 # Jupyter Notebook
 .ipynb_checkpoints
 
-# pyenv
-.python-version
-
 # celery beat schedule file
 celerybeat-schedule
 
diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..e4fba21
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.12
diff --git a/AUTHORS.md b/AUTHORS.md
index 73b1cde..677a939 100644
--- a/AUTHORS.md
+++ b/AUTHORS.md
@@ -6,4 +6,4 @@
 
 ## Contributors
 
-None yet. Why not be the first?
+-   Gary Reynolds \<<gary@touch.asn.au>\>
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 4b2b413..e80df4b 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -42,10 +42,8 @@ The best way to send feedback is to file an issue at https://github.com/namespac
 If you are proposing a feature:
 
 -   Explain in detail how it would work.
--   Keep the scope as narrow as possible, to make it easier to
-    implement.
--   Remember that this is a volunteer-driven project, and that
-    contributions are welcome :)
+-   Keep the scope as narrow as possible, to make it easier to implement.
+-   Remember that this is a volunteer-driven project, and that contributions are welcome :)
 
 ## Get Started!
 
@@ -53,47 +51,40 @@ Ready to contribute? Here's how to set up django-datadog-logger for local develo
 
 1.  Fork the repo on GitHub.
 
+    https://github.com/namespace-ee/django-datadog-logger/fork
+
 2.  Clone your fork locally:
 
     ``` shell
-    $ git clone git@github.com:your_name_here/django-datadog-logger.git
+    git clone git@github.com:your_name_here/django-datadog-logger.git
     ```
 
-3.  Install your local copy into a virtualenv. Assuming you have
-    virtualenvwrapper installed, this is how you set up your fork for
-    local development:
+3.  Install your local copy into a virtualenv. Assuming you have `uv` installed, this is how you set up your fork for development:
 
     ``` shell
-    $ mkvirtualenv django-datadog-logger
-    $ cd django-datadog-logger/
-    $ python setup.py develop
+    uv sync
     ```
 
 4.  Create a branch for local development:
 
     ``` shell
-    $ git checkout -b name-of-your-bugfix-or-feature
+    git switch -c name-of-your-bugfix-or-feature
     ```
 
     Now you can make your changes locally.
 
-5.  When you're done making changes, check that your changes pass flake8
-    and the tests, including testing other Python versions with tox:
+5.  When you're done making changes, check that your changes pass `flake8` and the tests, including testing other Python versions with `tox`. For convenience, that is wrapped up as `make test-all`:
 
     ``` shell
-    $ flake8 django_datadog_logger tests
-    $ make test
-    $ tox
+    make test-all
     ```
 
-    To get flake8 and tox, just pip install them into your virtualenv.
-
 6.  Commit your changes and push your branch to GitHub:
 
     ``` shell
-    $ git add .
-    $ git commit -m "Your detailed description of your changes."
-    $ git push origin name-of-your-bugfix-or-feature
+    git add .
+    git commit -m "Your detailed description of your changes."
+    git push origin name-of-your-bugfix-or-feature
     ```
 
 7.  Submit a pull request through the GitHub website.
@@ -103,23 +94,18 @@ Ready to contribute? Here's how to set up django-datadog-logger for local develo
 Before you submit a pull request, check that it meets these guidelines:
 
 1.  The pull request should include tests.
-2.  If the pull request adds functionality, the docs should be updated.
-    Put your new functionality into a function with a docstring, and add
-    the feature to the list in README.md.
-3.  The pull request should work for Python 3.6, 3.7 and 3.8, and for
-    PyPy. Check
-    <https://github.com/namespace-ee/django-datadog-logger/actions> and
-    make sure that the tests pass for all supported Python versions.
+2.  If the pull request adds functionality, the docs should be updated. Put your new functionality into a function with a docstring, and add the feature to the list in `README.md`.
+3.  The pull request should work for CPython 3.7, 3.8, 3.9, 3.10, 3.11, 3.12, 3.13, and for PyPy 3.8, 3.9, 3.10, 3.11. Check https://github.com/namespace-ee/django-datadog-logger/actions and make sure that the tests pass for all supported Python versions.
 
 ## Deploying
 
-A reminder for the maintainers on how to deploy. Make sure all your
-changes are committed (including an entry in HISTORY.md). Then run:
+A reminder for the maintainers on how to deploy.
+
+Make sure all your changes are committed (including an entry in `HISTORY.md`). Then run:
 
 ``` shell
-$ bump2version patch # possible: major / minor / patch
-$ git push
-$ git push --tags
+git push
+git push --tags
 ```
 
 GitHub Actions will then deploy to PyPI if tests pass.
diff --git a/HISTORY.md b/HISTORY.md
index 22c9551..200ce18 100644
--- a/HISTORY.md
+++ b/HISTORY.md
@@ -1,5 +1,9 @@
 # History
 
+## Unreleased
+
+-   Converted to PEP-518 with `pyproject.toml` and preference for `uv`
+
 ## 0.6.2 (2023-04-27)
 
 -   Fixed case where accessing request.auth may raise errors
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index 90c6a3e..0000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1,12 +0,0 @@
-include AUTHORS.md
-include CONTRIBUTING.md
-include HISTORY.md
-include LICENSE
-include README.md
-include requirements.txt
-
-recursive-include tests *
-recursive-exclude * __pycache__
-recursive-exclude * *.py[co]
-
-recursive-include docs *.md conf.py Makefile make.bat *.jpg *.png *.gif
diff --git a/Makefile b/Makefile
index 07106d2..f0d8de3 100644
--- a/Makefile
+++ b/Makefile
@@ -21,12 +21,13 @@ for line in sys.stdin:
 endef
 export PRINT_HELP_PYSCRIPT
 
-BROWSER := python -c "$$BROWSER_PYSCRIPT"
+UV := uv run
+BROWSER := $(UV) python -c "$$BROWSER_PYSCRIPT"
 
 help:
-	@python -c "$$PRINT_HELP_PYSCRIPT" < $(MAKEFILE_LIST)
+	@$(UV) python -c "$$PRINT_HELP_PYSCRIPT" < $(MAKEFILE_LIST)
 
-clean: clean-build clean-pyc clean-test ## remove all build, test, coverage and Python artifacts
+clean: clean-test clean-build clean-pyc ## remove all build, test, coverage and Python artifacts
 
 clean-build: ## remove build artifacts
 	rm -fr build/
@@ -48,38 +49,37 @@ clean-test: ## remove test and coverage artifacts
 	rm -fr .pytest_cache
 
 lint: ## check style with flake8
-	flake8 django_datadog_logger tests
+	$(UV) tox -e flake8
 
 test: ## run tests quickly with the default Python
-	DJANGO_SETTINGS_MODULE=tests.settings python -m unittest discover
+	DJANGO_SETTINGS_MODULE=tests.settings $(UV) -m unittest discover -v
 
 test-all: ## run tests on every Python version with tox
-	tox
+	$(UV) tox
 
 coverage: ## check code coverage quickly with the default Python
-	DJANGO_SETTINGS_MODULE=tests.settings coverage run --source django_datadog_logger setup.py test
-	coverage report -m
-	coverage html
+	DJANGO_SETTINGS_MODULE=tests.settings $(UV) coverage run --source django_datadog_logger -m unittest discover -v
+	$(UV) coverage report -m
+	$(UV) coverage html
 	$(BROWSER) htmlcov/index.html
 
 docs: ## generate Sphinx HTML documentation, including API docs
 	rm -f docs/django_datadog_logger.rst
 	rm -f docs/modules.rst
-	sphinx-apidoc -o docs/ django_datadog_logger
+	$(UV) sphinx-apidoc -o docs/ django_datadog_logger
 	$(MAKE) -C docs clean
 	$(MAKE) -C docs html
 	$(BROWSER) docs/_build/html/index.html
 
 servedocs: docs ## compile the docs watching for changes
-	watchmedo shell-command -p '*.rst' -c '$(MAKE) -C docs html' -R -D .
+	$(UV) watchmedo shell-command -p '*.rst' -c '$(MAKE) -C docs html' -R -D .
 
 release: dist ## package and upload a release
-	twine upload dist/*
+	uv publish
 
 dist: clean ## builds source and wheel package
-	python setup.py sdist
-	python setup.py bdist_wheel
+	uv build
 	ls -l dist
 
 install: clean ## install the package to the active Python's site-packages
-	python setup.py install
+	uv sync --frozen
diff --git a/django_datadog_logger/__init__.py b/django_datadog_logger/__init__.py
index 4910b9e..e69de29 100644
--- a/django_datadog_logger/__init__.py
+++ b/django_datadog_logger/__init__.py
@@ -1 +0,0 @@
-__version__ = "0.7.3"
diff --git a/docs/.gitignore b/docs/.gitignore
new file mode 100644
index 0000000..3d73087
--- /dev/null
+++ b/docs/.gitignore
@@ -0,0 +1,3 @@
+django_datadog_logger.*.rst
+django_datadog_logger.rst
+modules.rst
diff --git a/docs/Makefile b/docs/Makefile
index 6887374..783c299 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -3,7 +3,7 @@
 
 # You can set these variables from the command line.
 SPHINXOPTS    =
-SPHINXBUILD   = python -msphinx
+SPHINXBUILD   = uv run -m sphinx
 SPHINXPROJ    = django_datadog_logger
 SOURCEDIR     = .
 BUILDDIR      = _build
diff --git a/docs/conf.py b/docs/conf.py
index 0fa6ade..7bdacc8 100755
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -22,7 +22,11 @@
 
 sys.path.insert(0, os.path.abspath(".."))
 
-import django_datadog_logger
+try:
+    import importlib.metadata as importlib_metadata
+except ImportError:
+    # For Python 3.7, we use the backport 'importlib_metadata'
+    import importlib_metadata
 
 # -- General configuration ---------------------------------------------
 
@@ -57,9 +61,9 @@
 # the built documents.
 #
 # The short X.Y version.
-version = django_datadog_logger.__version__
+version = importlib_metadata.version("django_datadog_logger")
 # The full version, including alpha/beta/rc tags.
-release = django_datadog_logger.__version__
+release = importlib_metadata.version("django_datadog_logger")
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
diff --git a/docs/requirements.txt b/docs/requirements.txt
deleted file mode 100644
index b352d14..0000000
--- a/docs/requirements.txt
+++ /dev/null
@@ -1,2 +0,0 @@
-sphinx>=7,<8
-myst-parser>=2,<3
diff --git a/pyproject.toml b/pyproject.toml
index 39dee7f..b4b6c4a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,71 @@
+[build-system]
+requires = ["setuptools-scm"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "django-datadog-logger"
+description = "Django DataDog Logger integration package."
+readme = {file = "README.md", content-type = "text/markdown"}
+requires-python = ">=3.7"
+license = {file = "LICENSE"}
+authors = [
+    {name = "Lenno Nagel", email = "lenno@namespace.ee"}
+]
+keywords = ["django_datadog_logger"]
+classifiers = [
+    "Development Status :: 2 - Pre-Alpha",
+    "Intended Audience :: Developers",
+    "Natural Language :: English",
+    "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 :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: Implementation :: CPython",
+    "Programming Language :: Python :: Implementation :: PyPy",
+]
+dynamic = ["version"]
+dependencies = [
+    "backports.zoneinfo; python_version<'3.9'",
+    "Django",
+    "djangorestframework",
+    "JSON-log-formatter",
+]
+
+[project.urls]
+Homepage = "https://github.com/namespace-ee/django-datadog-logger"
+
+[dependency-groups]
+dev = [
+    "coverage",
+    "tox",
+    "watchdog",
+]
+docs = [
+    # Documentation will be built with the Python from .python-version
+    "sphinx>=7,<8; python_version>'3.8'",
+    "myst-parser>=2,<3; python_version>'3.8'",
+    "importlib-metadata; python_version<'3.8'",
+]
+pep8 = [
+    "black",
+    "flake8",
+    "isort",
+]
+
+[tool.setuptools]
+packages = ["django_datadog_logger"]
+zip-safe = false
+include-package-data = true
+
+[tool.setuptools_scm]
+
 [tool.black]
 line-length = 120
-target-version = ["py37", "py38"]
+target-version = ["py37", "py38", "py39", "py310", "py311", "py312", "py313"]
 include = '\.pyi?$'
 exclude = '''
 /(
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 0c65ada..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-JSON-log-formatter
-Django
-djangorestframework
-backports.zoneinfo;python_version<"3.9"
diff --git a/requirements_dev.txt b/requirements_dev.txt
deleted file mode 100644
index 2a477a3..0000000
--- a/requirements_dev.txt
+++ /dev/null
@@ -1,10 +0,0 @@
--r requirements.txt
--r docs/requirements.txt
-pip
-bump2version
-wheel
-watchdog
-flake8
-tox
-coverage
-twine
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index 3ac9f93..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,21 +0,0 @@
-[bumpversion]
-current_version = 0.7.3
-commit = True
-tag = True
-
-[bumpversion:file:setup.py]
-search = version="{current_version}"
-replace = version="{new_version}"
-
-[bumpversion:file:django_datadog_logger/__init__.py]
-search = __version__ = "{current_version}"
-replace = __version__ = "{new_version}"
-
-[bdist_wheel]
-universal = 1
-
-[flake8]
-exclude = docs
-max-line-length = 120
-
-[aliases]
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 1503a8c..0000000
--- a/setup.py
+++ /dev/null
@@ -1,54 +0,0 @@
-#!/usr/bin/env python
-
-"""The setup script."""
-
-from setuptools import setup, find_packages
-
-with open("README.md") as readme_file:
-    readme = readme_file.read()
-
-with open("HISTORY.md") as history_file:
-    history = history_file.read()
-
-requirements = []
-with open("requirements.txt") as requirements_file:
-    for line in requirements_file.readlines():
-        # skip to next iteration if comment or empty line
-        if line.startswith("#") or line == "" or line.startswith("http") or line.startswith("git"):
-            continue
-        # add line to requirements
-        requirements.append(line)
-
-setup_requirements = []
-
-setup(
-    author="Lenno Nagel",
-    author_email="lenno@namespace.ee",
-    python_requires=">=3.7",
-    classifiers=[
-        "Development Status :: 2 - Pre-Alpha",
-        "Intended Audience :: Developers",
-        "License :: OSI Approved :: MIT License",
-        "Natural Language :: English",
-        "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 :: 3.12",
-    ],
-    description="Django DataDog Logger integration package.",
-    install_requires=requirements,
-    license="MIT license",
-    long_description=readme + "\n\n" + history,
-    long_description_content_type="text/markdown",
-    include_package_data=True,
-    keywords="django_datadog_logger",
-    name="django-datadog-logger",
-    packages=find_packages(include=["django_datadog_logger", "django_datadog_logger.*"]),
-    setup_requires=setup_requirements,
-    url="https://github.com/namespace-ee/django-datadog-logger",
-    version="0.7.3",
-    zip_safe=False,
-)
diff --git a/tox.ini b/tox.ini
index 3448022..b8ec8d5 100644
--- a/tox.ini
+++ b/tox.ini
@@ -5,15 +5,22 @@ envlist =
     py39
     py310
     py311
+    py312
+    py313
+    pypy38
+    pypy39
+    pypy310
+    pypy311
     flake8
-
-[testenv:flake8]
-basepython = python
-deps = flake8
-commands = flake8 django_datadog_logger tests
+requires =
+    tox-uv
 
 [testenv]
+runner = uv-venv-lock-runner
 setenv =
     PYTHONPATH = {toxinidir}
+commands = django-admin test --settings=tests.settings -v 2
 
-commands = DJANGO_SETTINGS_MODULE=tests.settings python setup.py test
+[testenv:flake8]
+dependency_groups = pep8
+commands = flake8 django_datadog_logger tests
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..9667ca4
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,2143 @@
+version = 1
+revision = 2
+requires-python = ">=3.7"
+resolution-markers = [
+    "python_full_version >= '3.11'",
+    "python_full_version == '3.10.*'",
+    "python_full_version == '3.9.*'",
+    "python_full_version >= '3.8.1' and python_full_version < '3.9'",
+    "python_full_version >= '3.8' and python_full_version < '3.8.1'",
+    "python_full_version < '3.8'",
+]
+
+[[package]]
+name = "alabaster"
+version = "0.7.16"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/c9/3e/13dd8e5ed9094e734ac430b5d0eb4f2bb001708a8b7856cbf8e084e001ba/alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65", size = 23776, upload-time = "2024-01-10T00:56:10.189Z" }
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