diff --git a/.flakeheaven-baseline b/.flakeheaven-baseline
new file mode 100644
index 000000000..fff9c1580
--- /dev/null
+++ b/.flakeheaven-baseline
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diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 28f402e93..93ae9cf54 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -26,6 +26,8 @@ jobs:
     steps:
       - name: Check out repository code
         uses: actions/checkout@v2
+        with:
+          fetch-depth: 0  # fetches all commits/tags
 
       - name: Set up Python 3.9
         uses: actions/setup-python@v2
@@ -36,7 +38,7 @@ jobs:
         run: pip install -r dev-requirements.txt
 
       - name: Run linters
-        run: make lint
+        run: make lint -k
 
       - name: Run Tests
         run: make test-coverage
diff --git a/Makefile b/Makefile
index 776838e85..94ed95d67 100644
--- a/Makefile
+++ b/Makefile
@@ -4,6 +4,8 @@ PYTHON		= $(shell which python)
 TOPDIR = $(shell pwd)
 DIRS	= test bin locale src
 PYDIRS	= quipucords
+TEST_OPTS := -n auto -ra
+QPC_COMPARISON_REVISION = a362b28db064c7a4ee38fe66685ba891f33ee5ba
 
 BINDIR  = bin
 
@@ -35,25 +37,26 @@ clean:
 	rm -rf quipucords/quipucords/templates
 
 test:
-	PYTHONHASHSEED=0 QUIPUCORDS_MANAGER_HEARTBEAT=1 QPC_DISABLE_AUTHENTICATION=True PYTHONPATH=`pwd`/quipucords pytest -ra -n auto
+	PYTHONHASHSEED=0 QUIPUCORDS_MANAGER_HEARTBEAT=1 QPC_DISABLE_AUTHENTICATION=True PYTHONPATH=`pwd`/quipucords \
+	pytest $(TEST_OPTS)
 
 test-case:
 	echo $(pattern)
-	QUIPUCORDS_MANAGER_HEARTBEAT=1 QPC_DISABLE_AUTHENTICATION=True $(PYTHON) quipucords/manage.py test -v 2 quipucords/ -p $(pattern)
+	$(MAKE) test -e TEST_OPTS="${TEST_OPTS} $(pattern)"
 
 test-coverage:
-	PYTHONHASHSEED=0 QUIPUCORDS_MANAGER_HEARTBEAT=1 QPC_DISABLE_AUTHENTICATION=True PYTHONPATH=`pwd`/quipucords pytest -ra -n auto --cov=quipucords
+	$(MAKE) test TEST_OPTS="${TEST_OPTS} --cov=quipucords" 
 
 swagger-valid:
 	node_modules/swagger-cli/swagger-cli.js validate docs/swagger.yml
 
 lint-flake8:
-	flake8 . --ignore D203,W504,W605,Q000 --exclude quipucords/api/migrations,docs,build,.vscode,client,venv,deploy,quipucords/local_gunicorn.conf.py
+	git diff $(QPC_COMPARISON_REVISION) | flakeheaven lint --diff .
 
-lint-pylint:
-	find . -name "*.py" -not -name "*0*.py" -not -path "./build/*" -not -path "./docs/*" -not -path "./.vscode/*" -not -path "./client/*" -not -path "./venv/*" -not -path "./deploy/*" -not -path "./quipucords/local_gunicorn.conf.py" | DJANGO_SETTINGS_MODULE=quipucords.settings xargs $(PYTHON) -m pylint --load-plugins=pylint_django --disable=duplicate-code,wrong-import-order,useless-import-alias,unnecessary-pass,too-many-lines,raise-missing-from
+lint-black:
+	darker --check --diff --revision $(QPC_COMPARISON_REVISION) .
 
-lint: lint-flake8 lint-pylint
+lint: lint-black lint-flake8
 
 server-makemigrations:
 	$(PYTHON) quipucords/manage.py makemigrations api --settings quipucords.settings
diff --git a/dev-requirements.txt b/dev-requirements.txt
index eef74fcd9..e8a25808b 100644
--- a/dev-requirements.txt
+++ b/dev-requirements.txt
@@ -5,22 +5,28 @@
 coverage==5.3.1
 
 # Test runner/testing utils
-pytest==6.2.1
-pytest-django==4.1.0
-requests-mock==1.8.0
-pytest-xdist==2.5.0
 pytest-cov==3.0.0
+pytest-django==4.5.2
+pytest-xdist==2.5.0
+pytest==7.0.1
+requests-mock==1.8.0
 
 # Linting
-pydocstyle==5.1.1
-flake8==3.8.4
+black==22.1.0
+darker==1.4.1
 flake8-docstrings==1.5.0
 flake8-import-order==0.18.1
+flake8-pylint==0.1.3
 flake8-quotes==3.2.0
-pylint==2.6.0
-pylint-django==2.3.0
-pylint-plugin-utils==0.6
-pyflakes==2.2.0
+flake8==4.0.1
+flakeheaven==0.11.1
+isort==5.10.1
+pydocstyle==5.1.1
+pyflakes==2.4.0
+pylint-django==2.5.2
+pylint-plugin-utils==0.7
+pylint-pytest==1.1.2
+pylint==2.12.2
 
 # Editor
 autopep8==1.5.4
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..437a158cd
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,45 @@
+[tool.darker]
+revision = "a362b28db064c7a4ee38fe66685ba891f33ee5ba"
+isort = true
+
+[tool.flakeheaven]
+baseline = ".flakeheaven-baseline"
+exclude = [
+    "docs",
+    "build",
+    ".vscode",
+    "client",
+    "venv",
+]
+max_line_length = 88
+
+[tool.flakeheaven.plugins]
+pycodestyle = ["+*","-W504","-W605"]
+pyflakes = ["+*"]
+"flake8-*" = ["+*", "-Q000"]
+
+[tool.isort]
+profile = "black"
+
+[tool.pylint.format]
+max-line-length = "88"
+
+[tool.pylint.master]
+init-hook = "import sys; sys.path.append('./quipucords')"
+django-settings-module = "quipucords.settings"
+load-plugins = [
+    "pylint_django",
+    "pylint_pytest",
+]
+
+[tool.pytest.ini_options]
+pythonpath = "quipucords/"
+addopts = [
+    "--ds=quipucords.settings",
+]
+python_files = [
+    "tests.py",
+    "test_*.py",
+    "*_tests.py",
+    "tests_*.py",
+]
\ No newline at end of file
diff --git a/pytest.ini b/pytest.ini
deleted file mode 100644
index 39fb90395..000000000
--- a/pytest.ini
+++ /dev/null
@@ -1,3 +0,0 @@
-[pytest]
-DJANGO_SETTINGS_MODULE = quipucords.settings
-python_files = tests.py test_*.py *_tests.py tests_*.py
\ No newline at end of file
diff --git a/quipucords/quipucords/settings.py b/quipucords/quipucords/settings.py
index 8f264bde4..9169d3967 100644
--- a/quipucords/quipucords/settings.py
+++ b/quipucords/quipucords/settings.py
@@ -203,10 +203,10 @@ def is_int(value):
                            'db.sqlite3')
     DB_PATH = PROD_DB if PRODUCTION else DEV_DB
     DATABASES = {
-        'default': {
-            'ENGINE': 'django.db.backends.sqlite3',
-            'NAME': DB_PATH,
-            'TEST': {'NAME': ':memory:'}
+        "default": {
+            "ENGINE": "django.db.backends.sqlite3",
+            "NAME": DB_PATH,
+            "TEST": {"NAME": ":memory:"},
         }
     }
 else:
diff --git a/quipucords/quipucords/tests_feature_flags.py b/quipucords/quipucords/test_feature_flags.py
similarity index 88%
rename from quipucords/quipucords/tests_feature_flags.py
rename to quipucords/quipucords/test_feature_flags.py
index c8658ac0a..40624e6cb 100644
--- a/quipucords/quipucords/tests_feature_flags.py
+++ b/quipucords/quipucords/test_feature_flags.py
@@ -15,9 +15,7 @@
         ("QPC_FEATURE_TEST", "1", "TEST", True),
     ),
 )
-def test_get_feature_flags_from_env(
-    env_name, env_value, feature_name, feature_value
-):
+def test_get_feature_flags_from_env(env_name, env_value, feature_name, feature_value):
     """Tests if function retrieves new variables set in .env."""
     with mock.patch.dict(os.environ, {env_name: env_value}):
         dict_with_test_flags = FeatureFlag.get_feature_flags_from_env()
@@ -74,7 +72,8 @@ def test_when_value_cant_be_cast_to_int():
     ),
 )
 def test_when_int_is_not_valid_value_for_env(
-    env_name, env_value,
+    env_name,
+    env_value,
 ):
     """Test when int is not a valid value for env."""
     with mock.patch.dict(os.environ, ({env_name: env_value})), pytest.raises(
@@ -93,9 +92,7 @@ def test_when_int_is_not_valid_value_for_env(
         ("QPC_TEST1_FEATURE_", "0", "TEST1_"),
     ),
 )
-def test_function_only_adds_names_follow_standard(
-    env_name, env_value, feature_name
-):
+def test_function_only_adds_names_follow_standard(env_name, env_value, feature_name):
     """Tests if function only adds variables that start with QPC_FEATURE_."""
     with mock.patch.dict(os.environ, ({env_name: env_value})):
         dict_with_test_flags = FeatureFlag.get_feature_flags_from_env()
@@ -130,7 +127,7 @@ def setup_feature_flag_instance_for_tests():
 
 
 def test_if_instance_contains_all_attributes(
-    setup_feature_flag_instance_for_tests,  # pylint: disable=redefined-outer-name  # noqa: E501
+    setup_feature_flag_instance_for_tests,
 ):
     """Tests if the constructor loads all attributes correctly."""
     assert hasattr(setup_feature_flag_instance_for_tests, "TEST")
@@ -138,25 +135,19 @@ def test_if_instance_contains_all_attributes(
 
 
 def test_if_instance_attributes_values_are_correct(
-    setup_feature_flag_instance_for_tests,  # pylint: disable=redefined-outer-name  # noqa: E501
+    setup_feature_flag_instance_for_tests,
 ):
     """Tests if the right values are attributed to attribute."""
     assert setup_feature_flag_instance_for_tests.TEST is True
     assert setup_feature_flag_instance_for_tests.OVERALL_STATUS is False
 
 
-def test_is_feature_active(setup_feature_flag_instance_for_tests):  # pylint: disable=redefined-outer-name  # noqa: E501
+def test_is_feature_active(setup_feature_flag_instance_for_tests):
     """Tests method is_feature_active."""
+    assert setup_feature_flag_instance_for_tests.is_feature_active("TEST") is True
     assert (
-        setup_feature_flag_instance_for_tests.is_feature_active("TEST") is True
-    )
-    assert (
-        setup_feature_flag_instance_for_tests.is_feature_active(
-            "OVERALL_STATUS"
-        )
+        setup_feature_flag_instance_for_tests.is_feature_active("OVERALL_STATUS")
         is False
     )
     with pytest.raises(ValueError):
-        setup_feature_flag_instance_for_tests.is_feature_active(
-            "FALSE_ATTRIBUTE"
-        )
+        setup_feature_flag_instance_for_tests.is_feature_active("FALSE_ATTRIBUTE")