diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index c5477da7..4a2cdf20 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -12,20 +12,20 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [3.6]
-        toxenv: [django_not_installed, django_is_installed, flake8, pylint, readme]
+        python-version: [3.7]
+        toxenv: [django_not_installed, flake8, pylint, readme]
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v1
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
 
       - name: Execute tests
         run: |
-            pip install tox
-            pip install -e .[for_tests]
+            pip install -U pip poetry tox
+            poetry install -E for_tests
 
             export TOXENV=${{ matrix.toxenv }}
             export PYTHON=${{ matrix.python-version }}
@@ -42,16 +42,16 @@ jobs:
         django-version: [-main, "4.0"]
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v1
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
 
       - name: Execute tests
         run: |
-            pip install tox
-            pip install -e .[for_tests]
+            pip install -U pip poetry tox
+            poetry install -E for_tests
 
             export DJANGO=${{ matrix.django-version }}
             export PYTHON=${{ matrix.python-version }}
@@ -76,16 +76,16 @@ jobs:
         django-version: [3.2, 3.1, "3.0", "2.0", "2.2", "1.11"]
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v1
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
 
       - name: Execute tests
         run: |
-            pip install tox
-            pip install -e .[for_tests]
+            pip install -U pip poetry tox
+            poetry install -E for_tests
 
             export DJANGO=${{ matrix.django-version }}
             export PYTHON=${{ matrix.python-version }}
@@ -107,15 +107,15 @@ jobs:
         python-version: [3.7]
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
       - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v1
+        uses: actions/setup-python@v4
         with:
           python-version: ${{ matrix.python-version }}
 
       - name: Build
         run: |
-            pip install tox
-            pip install -e .[for_tests]
+            pip install -U pip poetry tox
+            poetry install -E for_tests
 
             ./scripts/build.sh
diff --git a/.gitignore b/.gitignore
index e365f2e6..ae188391 100644
--- a/.gitignore
+++ b/.gitignore
@@ -37,3 +37,5 @@ nosetests.xml
 .idea
 env.txt
 .venv
+
+poetry.lock
diff --git a/README.rst b/README.rst
index fdd06bb0..f26d376e 100644
--- a/README.rst
+++ b/README.rst
@@ -32,7 +32,7 @@ this causes more trouble than good,
 `see discussion <https://github.com/PyCQA/pylint-django/pull/132>`__. If you wish
 to automatically install the latest version of ``Django`` then::
 
-    pip install pylint-django[with_django]
+    pip install pylint-django[with-django]
 
 otherwise sort out your testing environment and please **DO NOT** report issues
 about missing Django!
diff --git a/SECURITY.md b/SECURITY.md
index f2b86058..41f6aa46 100644
--- a/SECURITY.md
+++ b/SECURITY.md
@@ -12,7 +12,3 @@ In case you have found a security problem with pylint-django *DO NOT* report
 it into GitHub Issues. Instead go to
 [https://tidelift.com/security](https://tidelift.com/security)
 and follow the instructions there.
-
-At least one of the package maintainers ([@atodorov](http://github.com/atodorov))
-is a lifter at Tidelift and will be notified when you report the security
-problem with them!
diff --git a/poetry.lock b/poetry.lock
deleted file mode 100644
index c3a2d8df..00000000
--- a/poetry.lock
+++ /dev/null
@@ -1,1451 +0,0 @@
-# This file is automatically @generated by Poetry 1.4.2 and should not be changed by hand.
-
-[[package]]
-name = "asgiref"
-version = "3.6.0"
-description = "ASGI specs, helper code, and adapters"
-category = "dev"
-optional = true
-python-versions = ">=3.7"
-files = [
-    {file = "asgiref-3.6.0-py3-none-any.whl", hash = "sha256:71e68008da809b957b7ee4b43dbccff33d1b23519fb8344e33f049897077afac"},
-    {file = "asgiref-3.6.0.tar.gz", hash = "sha256:9567dfe7bd8d3c8c892227827c41cce860b368104c3431da67a0c5a65a949506"},
-]
-
-[package.dependencies]
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
-
-[package.extras]
-tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
-
-[[package]]
-name = "astroid"
-version = "2.11.7"
-description = "An abstract syntax tree for Python with inference support."
-category = "main"
-optional = false
-python-versions = ">=3.6.2"
-files = [
-    {file = "astroid-2.11.7-py3-none-any.whl", hash = "sha256:86b0a340a512c65abf4368b80252754cda17c02cdbbd3f587dddf98112233e7b"},
-    {file = "astroid-2.11.7.tar.gz", hash = "sha256:bb24615c77f4837c707669d16907331374ae8a964650a66999da3f5ca68dc946"},
-]
-
-[package.dependencies]
-lazy-object-proxy = ">=1.4.0"
-setuptools = ">=20.0"
-typed-ast = {version = ">=1.4.0,<2.0", markers = "implementation_name == \"cpython\" and python_version < \"3.8\""}
-typing-extensions = {version = ">=3.10", markers = "python_version < \"3.10\""}
-wrapt = ">=1.11,<2"
-
-[[package]]
-name = "bleach"
-version = "6.0.0"
-description = "An easy safelist-based HTML-sanitizing tool."
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "bleach-6.0.0-py3-none-any.whl", hash = "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"},
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-
-[package.dependencies]
-six = ">=1.9.0"
-webencodings = "*"
-
-[package.extras]
-css = ["tinycss2 (>=1.1.0,<1.2)"]
-
-[[package]]
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-version = "5.3.0"
-description = "Extensible memoizing collections and decorators"
-category = "dev"
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-
-[[package]]
-name = "zipp"
-version = "3.15.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "dev"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
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-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
-
-[extras]
-for-tests = []
-with-django = []
-
-[metadata]
-lock-version = "2.0"
-python-versions = ">=3.7,<4.0"
-content-hash = "7ed06aa41a24cdd1c6ea6d44ebe982cb3a5d11c95c39de9d1b5aeab0da0f872c"
diff --git a/pylint_django/tests/input/migrations/0002_new_column.txt b/pylint_django/tests/input/migrations/0002_new_column.txt
index 794ac3e8..79d90bd3 100644
--- a/pylint_django/tests/input/migrations/0002_new_column.txt
+++ b/pylint_django/tests/input/migrations/0002_new_column.txt
@@ -1 +1 @@
-new-db-field-with-default:29:8:33:9:Migration:pylint_django.tests.input.migrations.0002_new_column AddField with default value:UNDEFINED
+new-db-field-with-default:28:8:32:9:Migration:pylint_django.tests.input.migrations.0002_new_column AddField with default value:UNDEFINED
diff --git a/pylint_django/tests/input/migrations/0003_without_backwards.txt b/pylint_django/tests/input/migrations/0003_without_backwards.txt
index 8b83fc1f..b404ce29 100644
--- a/pylint_django/tests/input/migrations/0003_without_backwards.txt
+++ b/pylint_django/tests/input/migrations/0003_without_backwards.txt
@@ -1,4 +1,4 @@
-missing-backwards-migration-callable:12:8:12:30:Migration:Always include backwards migration callable:UNDEFINED
-missing-backwards-migration-callable:13:8:13:43:Migration:Always include backwards migration callable:UNDEFINED
-missing-backwards-migration-callable:14:8:14:48:Migration:Always include backwards migration callable:UNDEFINED
-missing-backwards-migration-callable:15:8:15:62:Migration:Always include backwards migration callable:UNDEFINED
+missing-backwards-migration-callable:11:8:11:30:Migration:Always include backwards migration callable:UNDEFINED
+missing-backwards-migration-callable:12:8:12:43:Migration:Always include backwards migration callable:UNDEFINED
+missing-backwards-migration-callable:13:8:13:48:Migration:Always include backwards migration callable:UNDEFINED
+missing-backwards-migration-callable:14:8:14:62:Migration:Always include backwards migration callable:UNDEFINED
diff --git a/pylint_django/tests/test_django_not_installed.sh b/pylint_django/tests/test_django_not_installed.sh
index 1b0d7fa8..57d7061f 100644
--- a/pylint_django/tests/test_django_not_installed.sh
+++ b/pylint_django/tests/test_django_not_installed.sh
@@ -1,2 +1,2 @@
 #!/bin/bash
-pylint --rcfile=tox.ini --load-plugins=pylint_django setup.py | grep django-not-configured
+pylint --rcfile=tox.ini --load-plugins=pylint_django pylint_django/ | grep django-not-available
diff --git a/scripts/build.sh b/scripts/build.sh
index 14eb47b0..e711ec5e 100755
--- a/scripts/build.sh
+++ b/scripts/build.sh
@@ -68,7 +68,7 @@ echo "..... Trying to install the new tarball inside a virtualenv"
 # note: installs with the optional dependency to verify this is still working
 virtualenv .venv/test-tarball
 source .venv/test-tarball/bin/activate
-pip install -f dist/ pylint_django[with_django]
+pip install -f dist/ pylint_django[with-django]
 pip freeze | grep Django
 deactivate
 rm -rf .venv/
diff --git a/tox.ini b/tox.ini
index b5787fe8..764b9a2e 100644
--- a/tox.ini
+++ b/tox.ini
@@ -4,7 +4,6 @@
 [tox]
 envlist =
     django_not_installed
-    django_is_installed
     flake8
     pylint
     readme
@@ -13,12 +12,12 @@ envlist =
 
 requires =
     pip >=21.0.1
+    poetry
     tox
 
 [testenv]
 commands =
     django_not_installed: bash pylint_django/tests/test_django_not_installed.sh
-    django_is_installed: pylint --rcfile=tox.ini --load-plugins=pylint_django --disable=E5110 setup.py
     flake8: flake8 pylint_django/
     pylint: pylint --rcfile=tox.ini -d missing-docstring,too-many-branches,too-many-return-statements,too-many-ancestors,fixme --ignore=tests pylint_django
     readme: bash -c "poetry build && twine check dist/*"
@@ -27,7 +26,6 @@ commands =
     clean: find . -type d -name __pycache__ -delete
     clean: rm -rf build/ .cache/ dist/ .eggs/ pylint_django.egg-info/ .tox/
 deps =
-    django_is_installed: Django
     flake8: flake8
     pylint: pylint
     pylint: Django