diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index cf9fb3b3d9c9551c96a0448a68ce024860c1f0f3..d0a6c1b004d2d1751df3fc040ccd5a9e83071e92 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,3 +1,18 @@
+Python 2.6:
+  script:
+  - py_version=2.6
+  - EXTRA_INSTALL=numpy
+  - curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/build-and-test-py-project.sh
+  - ". ./build-and-test-py-project.sh"
+  tags:
+  - python2.6
+  - gfortran
+  except:
+  - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
+
 Python 2.7:
   script:
   - py_version=2.7
@@ -9,6 +24,9 @@ Python 2.7:
   - gfortran
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
 
 Python 3.5:
   script:
@@ -21,18 +39,24 @@ Python 3.5:
   - gfortran
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
 
-Python 2.6:
+Python 3.7:
   script:
-  - py_version=2.6
+  - py_version=3.7
   - EXTRA_INSTALL=numpy
   - curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/build-and-test-py-project.sh
   - ". ./build-and-test-py-project.sh"
   tags:
-  - python2.6
+  - python3.7
   - gfortran
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
 
 Documentation:
   script: