diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 37a6ef3..577f060 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -20,10 +20,33 @@ formatter:
     - pip install black
     - black --check --diff --color --line-length=100 ./
 
+pylint:
+  stage: Formatter
+  script:
+    - pip install pylint pylint-exit anybadge
+    - pip install -e .[dev]
+    - mkdir ./pylint
+    - pylint ./ophyd_devices --output-format=text --output=./pylint/pylint.log | tee ./pylint/pylint.log || pylint-exit $?
+    - PYLINT_SCORE=$(sed -n 's/^Your code has been rated at \([-0-9.]*\)\/.*/\1/p' ./pylint/pylint.log)
+    - anybadge --label=Pylint --file=pylint/pylint.svg --value=$PYLINT_SCORE 2=red 4=orange 8=yellow 10=green
+    - echo "Pylint score is $PYLINT_SCORE"
+  artifacts:
+    paths:
+      - ./pylint/
+    expire_in: 1 week
+
 pytest:
   stage: Test
   script:
-    - pytest -v --random-order ./tests
+    - pip install coverage
+    - coverage run --source=./ophyd_devices -m pytest -v --junitxml=report.xml --random-order --full-trace ./tests
+    - coverage report 
+    - coverage xml
+  coverage: '/(?i)total.*? (100(?:\.0+)?\%|[1-9]?\d(?:\.\d+)?\%)$/'
+  artifacts:
+    reports:
+      junit: report.xml
+      cobertura: coverage.xml
 
 tests-3.9:
   stage: AdditionalTests