diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 1acf1e8..73bfc31 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -47,7 +47,7 @@ jobs:
       - name: Run pre-commit
         run: |
           SKIP=no-commit-to-branch \
-          uv run noxfile.py --session lint
+          uv run nox --session lint
 
   rustfmt:
     runs-on: ubuntu-24.04
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 30b882f..025a9c1 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -50,7 +50,7 @@ jobs:
         env:
           OS: ${{ inputs.os }}
         run: |
-          uv run noxfile.py --session gha_matrix -- "${OS}"
+          uv run nox --session gha_matrix -- "${OS}"
 
   test:
     name: Python ${{ matrix.python-version }}, Django ${{ matrix.django-version }} (${{ matrix.os }})
@@ -77,7 +77,7 @@ jobs:
           DJANGO_VERSION: ${{ matrix.django-version }}
           PYTHON_VERSION: ${{ matrix.python-version }}
         run: |
-          uv run noxfile.py --session "tests(python='${PYTHON_VERSION}', django='${DJANGO_VERSION}')"
+          uv run nox --session "tests(python='${PYTHON_VERSION}', django='${DJANGO_VERSION}')"
 
   tests:
     runs-on: ubuntu-latest
diff --git a/Justfile b/Justfile
index d246a74..1a409d5 100644
--- a/Justfile
+++ b/Justfile
@@ -15,7 +15,7 @@ cog:
 
 [private]
 nox SESSION *ARGS:
-    uv run noxfile.py --session "{{ SESSION }}" -- "{{ ARGS }}"
+    uv run nox --session "{{ SESSION }}" -- "{{ ARGS }}"
 
 bumpver *ARGS:
     uv run --with bumpver bumpver {{ ARGS }}
diff --git a/noxfile.py b/noxfile.py
index 3dc209e..fb094e7 100644
--- a/noxfile.py
+++ b/noxfile.py
@@ -1,12 +1,3 @@
-#!/usr/bin/env -S uv run --quiet
-# /// script
-# requires-python = ">=3.13"
-# dependencies = [
-#     "bumpver",
-#     "nox",
-# ]
-# ///
-
 from __future__ import annotations
 
 import json
@@ -289,7 +280,3 @@ def get_version(session):
     output = session.run(*command, silent=True)
     match = re.search(r"New Version: (.+)", output)
     return to_pep440(match.group(1)) if match else None
-
-
-if __name__ == "__main__":
-    nox.main()
diff --git a/pyproject.toml b/pyproject.toml
index 1702b91..9f1dad7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,6 +8,7 @@ dev = [
   "cogapp>=3.4.1",
   "django-stubs>=5.1.1",
   "maturin>=1.7.8",
+  "nox>=2025.5.1",
   "ruff>=0.8.2",
 ]
 docs = [
diff --git a/uv.lock b/uv.lock
index 323ed6e..89c7bbd 100644
--- a/uv.lock
+++ b/uv.lock
@@ -6,6 +6,15 @@ resolution-markers = [
     "python_full_version < '3.10'",
 ]
 
+[[package]]
+name = "argcomplete"
+version = "3.6.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/16/0f/861e168fc813c56a78b35f3c30d91c6757d1fd185af1110f1aec784b35d0/argcomplete-3.6.2.tar.gz", hash = "sha256:d0519b1bc867f5f4f4713c41ad0aba73a4a5f007449716b16f385f2166dc6adf", size = 73403, upload-time = "2025-04-03T04:57:03.52Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/31/da/e42d7a9d8dd33fa775f467e4028a47936da2f01e4b0e561f9ba0d74cb0ca/argcomplete-3.6.2-py3-none-any.whl", hash = "sha256:65b3133a29ad53fb42c48cf5114752c7ab66c1c38544fdf6460f450c09b42591", size = 43708, upload-time = "2025-04-03T04:57:01.591Z" },
+]
+
 [[package]]
 name = "asgiref"
 version = "3.8.1"
@@ -18,6 +27,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/39/e3/893e8757be2612e6c266d9bb58ad2e3651524b5b40cf56761e985a28b13e/asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47", size = 23828, upload-time = "2024-03-22T14:39:34.521Z" },
 ]
 
+[[package]]
+name = "attrs"
+version = "25.3.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/b0/1367933a8532ee6ff8d63537de4f1177af4bff9f3e829baf7331f595bb24/attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b", size = 812032, upload-time = "2025-03-13T11:10:22.779Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/77/06/bb80f5f86020c4551da315d78b3ab75e8228f89f0162f2c3a819e407941a/attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3", size = 63815, upload-time = "2025-03-13T11:10:21.14Z" },
+]
+
 [[package]]
 name = "babel"
 version = "2.17.0"
@@ -187,6 +205,40 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/d1/d6/3965ed04c63042e047cb6a3e6ed1a63a35087b6a609aa3a15ed8ac56c221/colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6", size = 25335, upload-time = "2022-10-25T02:36:20.889Z" },
 ]
 
+[[package]]
+name = "colorlog"
+version = "6.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "colorama", marker = "sys_platform == 'win32'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/d3/7a/359f4d5df2353f26172b3cc39ea32daa39af8de522205f512f458923e677/colorlog-6.9.0.tar.gz", hash = "sha256:bfba54a1b93b94f54e1f4fe48395725a3d92fd2a4af702f6bd70946bdc0c6ac2", size = 16624, upload-time = "2024-10-29T18:34:51.011Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/e3/51/9b208e85196941db2f0654ad0357ca6388ab3ed67efdbfc799f35d1f83aa/colorlog-6.9.0-py3-none-any.whl", hash = "sha256:5906e71acd67cb07a71e779c47c4bcb45fb8c2993eebe9e5adcd6a6f1b283eff", size = 11424, upload-time = "2024-10-29T18:34:49.815Z" },
+]
+
+[[package]]
+name = "dependency-groups"
+version = "1.3.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "packaging" },
+    { name = "tomli", marker = "python_full_version < '3.11'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/62/55/f054de99871e7beb81935dea8a10b90cd5ce42122b1c3081d5282fdb3621/dependency_groups-1.3.1.tar.gz", hash = "sha256:78078301090517fd938c19f64a53ce98c32834dfe0dee6b88004a569a6adfefd", size = 10093, upload-time = "2025-05-02T00:34:29.452Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/99/c7/d1ec24fb280caa5a79b6b950db565dab30210a66259d17d5bb2b3a9f878d/dependency_groups-1.3.1-py3-none-any.whl", hash = "sha256:51aeaa0dfad72430fcfb7bcdbefbd75f3792e5919563077f30bc0d73f4493030", size = 8664, upload-time = "2025-05-02T00:34:27.085Z" },
+]
+
+[[package]]
+name = "distlib"
+version = "0.4.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/96/8e/709914eb2b5749865801041647dc7f4e6d00b549cfe88b65ca192995f07c/distlib-0.4.0.tar.gz", hash = "sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d", size = 614605, upload-time = "2025-07-17T16:52:00.465Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/33/6b/e0547afaf41bf2c42e52430072fa5658766e3d65bd4b03a563d1b6336f57/distlib-0.4.0-py2.py3-none-any.whl", hash = "sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16", size = 469047, upload-time = "2025-07-17T16:51:58.613Z" },
+]
+
 [[package]]
 name = "django"
 version = "4.2.23"
@@ -233,6 +285,7 @@ dev = [
     { name = "django-stubs", version = "5.1.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
     { name = "django-stubs", version = "5.2.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
     { name = "maturin" },
+    { name = "nox" },
     { name = "ruff" },
 ]
 docs = [
@@ -247,6 +300,7 @@ dev = [
     { name = "cogapp", specifier = ">=3.4.1" },
     { name = "django-stubs", specifier = ">=5.1.1" },
     { name = "maturin", specifier = ">=1.7.8" },
+    { name = "nox", specifier = ">=2025.5.1" },
     { name = "ruff", specifier = ">=0.8.2" },
 ]
 docs = [{ name = "mkdocs-material", specifier = ">=9.5.49" }]
@@ -323,6 +377,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e2/65/9f5ca467d84a67c0c547f10b0ece9fd9c26c5efc818a01bf6a3d306c2a0c/django_stubs_ext-5.2.0-py3-none-any.whl", hash = "sha256:b27ae0aab970af4894ba4e9b3fcd3e03421dc8731516669659ee56122d148b23", size = 9066, upload-time = "2025-04-26T10:48:36.032Z" },
 ]
 
+[[package]]
+name = "filelock"
+version = "3.18.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/0a/10/c23352565a6544bdc5353e0b15fc1c563352101f30e24bf500207a54df9a/filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2", size = 18075, upload-time = "2025-03-14T07:11:40.47Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4d/36/2a115987e2d8c300a974597416d9de88f2444426de9571f4b59b2cca3acc/filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de", size = 16215, upload-time = "2025-03-14T07:11:39.145Z" },
+]
+
 [[package]]
 name = "ghp-import"
 version = "2.1.0"
@@ -561,6 +624,24 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/5b/54/662a4743aa81d9582ee9339d4ffa3c8fd40a4965e033d77b9da9774d3960/mkdocs_material_extensions-1.3.1-py3-none-any.whl", hash = "sha256:adff8b62700b25cb77b53358dad940f3ef973dd6db797907c49e3c2ef3ab4e31", size = 8728, upload-time = "2023-11-22T19:09:43.465Z" },
 ]
 
+[[package]]
+name = "nox"
+version = "2025.5.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "argcomplete" },
+    { name = "attrs" },
+    { name = "colorlog" },
+    { name = "dependency-groups" },
+    { name = "packaging" },
+    { name = "tomli", marker = "python_full_version < '3.11'" },
+    { name = "virtualenv" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/b4/80/47712208c410defec169992e57c179f0f4d92f5dd17ba8daca50a8077e23/nox-2025.5.1.tar.gz", hash = "sha256:2a571dfa7a58acc726521ac3cd8184455ebcdcbf26401c7b737b5bc6701427b2", size = 4023334, upload-time = "2025-05-01T16:35:48.056Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a6/be/7b423b02b09eb856beffe76fe8c4121c99852db74dd12a422dcb72d1134e/nox-2025.5.1-py3-none-any.whl", hash = "sha256:56abd55cf37ff523c254fcec4d152ed51e5fe80e2ab8317221d8b828ac970a31", size = 71753, upload-time = "2025-05-01T16:35:46.037Z" },
+]
+
 [[package]]
 name = "packaging"
 version = "25.0"
@@ -838,6 +919,20 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/6b/11/cc635220681e93a0183390e26485430ca2c7b5f9d33b15c74c2861cb8091/urllib3-2.4.0-py3-none-any.whl", hash = "sha256:4e16665048960a0900c702d4a66415956a584919c03361cac9f1df5c5dd7e813", size = 128680, upload-time = "2025-04-10T15:23:37.377Z" },
 ]
 
+[[package]]
+name = "virtualenv"
+version = "20.32.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "distlib" },
+    { name = "filelock" },
+    { name = "platformdirs" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a9/96/0834f30fa08dca3738614e6a9d42752b6420ee94e58971d702118f7cfd30/virtualenv-20.32.0.tar.gz", hash = "sha256:886bf75cadfdc964674e6e33eb74d787dff31ca314ceace03ca5810620f4ecf0", size = 6076970, upload-time = "2025-07-21T04:09:50.985Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/5c/c6/f8f28009920a736d0df434b52e9feebfb4d702ba942f15338cb4a83eafc1/virtualenv-20.32.0-py3-none-any.whl", hash = "sha256:2c310aecb62e5aa1b06103ed7c2977b81e042695de2697d01017ff0f1034af56", size = 6057761, upload-time = "2025-07-21T04:09:48.059Z" },
+]
+
 [[package]]
 name = "watchdog"
 version = "6.0.0"