diff --git a/.github/workflows/pipeline.yml b/.github/workflows/pipeline.yml
index f2f4fe8..82dadff 100644
--- a/.github/workflows/pipeline.yml
+++ b/.github/workflows/pipeline.yml
@@ -8,6 +8,8 @@ jobs:
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v2
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v2
       - name: Setup Python
         uses: actions/setup-python@v2
         with:
@@ -25,3 +27,9 @@ jobs:
           source .venv/bin/activate
           export DOCKER_BUILDKIT=1
           pytest
+          pytest --cov=./ --cov-report=xml
+      - name: Upload coverage to Codecov
+        uses: codecov/codecov-action@v2
+        with:
+          fail_ci_if_error: true
+          token: ${{ secrets.CODECOV_TOKEN }}
diff --git a/README.md b/README.md
index 14e9a92..486f077 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,4 @@
+[![codecov](https://codecov.io/gh/max-pfeiffer/uvicorn-poetry-project-template/branch/main/graph/badge.svg?token=WQI2SJJLZN)](https://codecov.io/gh/max-pfeiffer/uvicorn-poetry-project-template)
 ![pipeline workflow](https://github.com/max-pfeiffer/uvicorn-poetry-project-template/actions/workflows/pipeline.yml/badge.svg)
 # uvicorn-poetry-project-template
 [Cookiecutter](https://github.com/cookiecutter/cookiecutter) project template for the