diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
new file mode 100644
index 00000000..afcabb1c
--- /dev/null
+++ b/.github/workflows/lint.yml
@@ -0,0 +1,43 @@
+name: django CMS linters.yml
+
+on: [push, pull_request]
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+jobs:
+  flake8:
+    name: flake8
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v3
+        with:
+          python-version: 3.9
+          cache: 'pip'
+      - run: pip install --upgrade flake8
+      - name: flake8
+        uses: liskin/gh-problem-matcher-wrap@v1
+        with:
+          linters: flake8
+          run: flake8
+
+  isort:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v3
+      - name: Set up Python
+        uses: actions/setup-python@v3
+        with:
+          python-version: 3.9
+          cache: 'pip'
+      - run: python -m pip install isort
+      - name: isort
+        uses: liskin/gh-problem-matcher-wrap@v1
+        with:
+          linters: isort
+          run: isort --check --diff json2xml
diff --git a/.github/workflows/pythonpackage.yml b/.github/workflows/pythonpackage.yml
index 0139d4a3..a487a118 100644
--- a/.github/workflows/pythonpackage.yml
+++ b/.github/workflows/pythonpackage.yml
@@ -36,9 +36,13 @@ jobs:
         pip install flake8
         pip install xmltodict==0.12.0
         pip install pytest==7.0.1
+        pip install coverage==6.3.2
         pip install py==1.11.0
         # stop the build if there are Python syntax errors or undefined names
         flake8 json2xml/ --exit-zero
-    - name: Test with pytest
+    - name: Unit tests
       run: |
-        pytest
+        coverage run -m pytest
+        coverage xml
+    - name: Upload coverage to Codecov
+      uses: codecov/codecov-action@v2
diff --git a/README.rst b/README.rst
index d5597ca0..41b62178 100644
--- a/README.rst
+++ b/README.rst
@@ -11,8 +11,8 @@ json2xml
 .. image:: https://readthedocs.org/projects/json2xml/badge/?version=latest
         :target: https://json2xml.readthedocs.io/en/latest/?badge=latest
         :alt: Documentation Status
-.. image:: https://coveralls.io/repos/github/vinitkumar/json2xml/badge.svg?branch=master
-     :target: https://coveralls.io/github/vinitkumar/json2xml?branch=master
+.. image:: https://codecov.io/gh/vinitkumar/json2xml/branch/master/graph/badge.svg?token=Yt2h55eTL2
+      :target: https://codecov.io/gh/vinitkumar/json2xml
 
 
 Simple Python Library to convert JSON to XML
diff --git a/json2xml/dicttoxml.py b/json2xml/dicttoxml.py
index 6c3b0e73..1693712e 100755
--- a/json2xml/dicttoxml.py
+++ b/json2xml/dicttoxml.py
@@ -15,9 +15,9 @@
 import logging
 import numbers
 from random import randint
-from defusedxml.minidom import parseString
+from typing import Any, Dict
 
-from typing import Dict, Any
+from defusedxml.minidom import parseString
 
 LOG = logging.getLogger("dicttoxml")
 
@@ -137,9 +137,7 @@ def convert(obj, ids, attr_type, item_func, cdata, item_wrap, parent="root"):
 
     LOG.info(f'Inside convert(). obj type is: "{type(obj).__name__}", obj="{str(obj)}"')
 
-
     item_name = item_func(parent)
-
     # since bool is also a subtype of number.Number and int, the check for bool
     # never comes and hence we get wrong value for the xml type bool
     # here, we just change order and check for bool first, because no other
@@ -303,7 +301,6 @@ def convert_list(items, ids, parent, attr_type, item_func, cdata, item_wrap):
                 )
             )
 
-
         elif isinstance(item, dict):
             item_dict_str = convert_dict(
                 item,
diff --git a/json2xml/json2xml.py b/json2xml/json2xml.py
index ed5614c0..1311fd87 100644
--- a/json2xml/json2xml.py
+++ b/json2xml/json2xml.py
@@ -1,7 +1,10 @@
-from typing import Optional, Any
+from typing import Any, Optional
+
 from defusedxml.minidom import parseString
 from pyexpat import ExpatError
+
 from json2xml import dicttoxml
+
 from .utils import InvalidDataError
 
 
diff --git a/json2xml/utils.py b/json2xml/utils.py
index c1dddc62..9b6f34d4 100644
--- a/json2xml/utils.py
+++ b/json2xml/utils.py
@@ -1,6 +1,7 @@
 """Utils methods to convert XML data to dict from various sources"""
 import json
 from typing import Dict, Optional
+
 import requests
 
 
diff --git a/setup.cfg b/setup.cfg
index 7ed4a789..7b679c07 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -30,3 +30,7 @@ no_implicit_optional = true
 warn_redundant_casts = true
 warn_unused_ignores = true
 ignore_missing_imports = true
+
+
+[coverage:run]
+relative_files = True
diff --git a/tests/test_json2xml.py b/tests/test_json2xml.py
index 54ef4d50..2fa1547f 100644
--- a/tests/test_json2xml.py
+++ b/tests/test_json2xml.py
@@ -185,7 +185,6 @@ def test_read_boolean_data_from_json(self):
         assert dict_from_xml["all"]["boolean"]["#text"] != 'True'
         assert dict_from_xml["all"]["boolean"]["#text"] == 'true'
 
-
     def test_read_boolean_data_from_json2(self):
         """Test correct return for boolean types."""
         data = readfromjson("examples/booleanjson2.json")