diff --git a/.github/workflows/code_quality.yml b/.github/workflows/code_quality.yml
index fd1bce8..57f95ee 100644
--- a/.github/workflows/code_quality.yml
+++ b/.github/workflows/code_quality.yml
@@ -52,7 +52,7 @@ jobs:
           pip install -r test-requirements.txt
       - name: Run tests
         run:  |
-          pytest --ignore tests/smoketests
+          pytest --ignore tests/smoketests --cov --cov-report=term-missing
 
   backendSmoketests:
     name: Individual Backend Smoketests
diff --git a/setup.cfg b/setup.cfg
index 55f25fe..4520dad 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -9,3 +9,9 @@ license_files =
     LICENSE
     NOTICE
 long_description=file: README.rst
+
+[coverage:run]
+source = json_logging
+
+[coverage:report]
+show_missing = True
diff --git a/test-requirements.txt b/test-requirements.txt
index d118997..a6e560c 100644
--- a/test-requirements.txt
+++ b/test-requirements.txt
@@ -10,4 +10,5 @@ gunicorn
 httpx
 flake8
 pytest
+pytest-cov
 -e .