diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index c3653c04419fc7cba423fcf57087501e1ca75adc..0193895050d10bdaf646a466b6ea58bc04bc43c6 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,3 +1,17 @@
+Python 2.6:
+  script:
+  - export PY_EXE=python2.6
+  - export 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
+  except:
+  - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
+
 Python 2.7:
   script:
   - export PY_EXE=python2.7
@@ -8,6 +22,10 @@ Python 2.7:
   - python2.7
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
+
 Python 3.5:
   script:
   - export PY_EXE=python3.5
@@ -18,13 +36,20 @@ Python 3.5:
   - python3.5
   except:
   - tags
-Python 2.6:
+  artifacts:
+    reports:
+      junit: test/pytest.xml
+
+Python 3.7:
   script:
-  - export PY_EXE=python2.6
+  - export PY_EXE=python3.7
   - export 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
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml