diff --git a/.github/workflows/pythonpackage.yml b/.github/workflows/pythonpackage.yml
index 02457fa1..ef268b93 100644
--- a/.github/workflows/pythonpackage.yml
+++ b/.github/workflows/pythonpackage.yml
@@ -28,9 +28,10 @@ jobs:
       - name: Test with pytest
         run: |
           pip install .
-          pytest tests/ -v --cov=rich --cov-report=xml --cov-append
+          pytest tests/ -v --cov=rich --cov-report=xml:./coverage-${{ matrix.os }}.xml --cov-append
 
-      - name: "Upload code coverage"
-        uses: codecov/codecov-action@v1
+      - name: Upload code coverage
+        uses: codecov/codecov-action@master
         with:
+          file: ./coverage-${{ matrix.os }}.xml
           name: rich
diff --git a/README.md b/README.md
index 7a249393..c835ce00 100644
--- a/README.md
+++ b/README.md
@@ -2,6 +2,7 @@
 
 [![PyPI version](https://badge.fury.io/py/rich.svg)](https://badge.fury.io/py/rich)
 [![PyPI](https://img.shields.io/pypi/pyversions/rich.svg)](https://pypi.org/project/rich/)
+[![codecov](https://codecov.io/gh/willmcgugan/rich/branch/master/graph/badge.svg)](https://codecov.io/gh/willmcgugan/rich)
 [![Rich blog](https://img.shields.io/badge/blog-rich%20news-yellowgreen)](https://www.willmcgugan.com/tag/rich/)
 [![Twitter Follow](https://img.shields.io/twitter/follow/willmcgugan.svg?style=social)](https://twitter.com/willmcgugan)