diff --git a/.github/workflows/python-ci.yml b/.github/workflows/python-ci.yml
index e6a0e32..2167f1b 100644
--- a/.github/workflows/python-ci.yml
+++ b/.github/workflows/python-ci.yml
@@ -48,10 +48,10 @@ jobs:
         run: |
           docker run --rm -v ${{ github.workspace }}:/app -w /app python:${{ matrix.python-version }} bash -c "
             pip install --upgrade pip &&
-            pip install pytest pytest-cov parameterized mock flake8 &&
+            pip install pytest pytest-rerunfailures pytest-cov parameterized mock flake8 &&
             pip install -r requirements.txt &&
             flake8 configcatclient --count --show-source --statistics &&
-            pytest configcatclienttests
+            pytest configcatclienttests --reruns 3
           "
 
       - name: Set up Python ${{ matrix.python-version }}
@@ -67,7 +67,7 @@ jobs:
         if: ${{ !(matrix.os == 'ubuntu-latest' && contains(fromJSON('["3.5","3.6","3.7"]'), matrix.python-version)) }}
         run: |
           python -m pip install --upgrade pip
-          pip install pytest pytest-cov parameterized mock flake8
+          pip install pytest pytest-rerunfailures pytest-cov parameterized mock flake8
           pip install -r requirements.txt
 
       - name: Lint with flake8
@@ -78,7 +78,7 @@ jobs:
 
       - name: Test
         if: ${{ !(matrix.os == 'ubuntu-latest' && contains(fromJSON('["3.5","3.6","3.7"]'), matrix.python-version)) }}
-        run: pytest configcatclienttests
+        run: pytest configcatclienttests --reruns 3
 
   coverage:
     needs: [test]