diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 1f6221d..8d20dd6 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -57,22 +57,24 @@ test:
     - make perlang_cli_install_integration_test_release
     - >
         if [[ "$TEST_MODE" == 'valgrind' ]]; then
-          PERLANG_RUN_WITH_VALGRIND=true dotnet test --configuration Release --verbosity minimal --logger "junit;LogFilePath=perlang-junit-log.xml";
+          PERLANG_RUN_WITH_VALGRIND=true dotnet test --configuration Release --verbosity minimal --logger "junit;LogFilePath=junit-log.xml";
         else
-          dotnet test --configuration Release --verbosity minimal --logger "junit;LogFilePath=perlang-junit-log.xml";
-          make test-stdlib;
+          dotnet test --configuration Release --verbosity minimal --logger "junit;LogFilePath=junit-log.xml";
+          make test-stdlib EXTRA_CATCH_REPORTER="--reporter JUnit::out=native-stdlib-junit-log.xml";
         fi
   artifacts:
     when: always
     paths:
-      - src/Perlang.Tests.Integration/perlang-junit-log.xml
-      - src/Perlang.Tests/perlang-junit-log.xml
-      - src/Perlang.Tests.Architecture/perlang-junit-log.xml
+      - native-stdlib-junit-log.xml
+      - src/Perlang.Tests.Integration/junit-log.xml
+      - src/Perlang.Tests/junit-log.xml
+      - src/Perlang.Tests.Architecture/junit-log.xml
     reports:
       junit:
-        - src/Perlang.Tests.Integration/perlang-junit-log.xml
-        - src/Perlang.Tests/perlang-junit-log.xml
-        - src/Perlang.Tests.Architecture/perlang-junit-log.xml
+        - native-stdlib-junit-log.xml
+        - src/Perlang.Tests.Integration/junit-log.xml
+        - src/Perlang.Tests/junit-log.xml
+        - src/Perlang.Tests.Architecture/junit-log.xml
   rules:
     - if: $CI_PIPELINE_SOURCE == "merge_request_event"
     - if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
diff --git a/Makefile b/Makefile
index 58f7371..0d43420 100644
--- a/Makefile
+++ b/Makefile
@@ -156,7 +156,7 @@ test:
 
 test-stdlib: stdlib
 # We need --colour-mode since colour support is not auto-detected in CI.
-	src/stdlib/out/tests --colour-mode ansi
+	src/stdlib/out/tests --reporter console::out=-::colour-mode=ansi $(EXTRA_CATCH_REPORTER)
 
 #
 # Steps for publishing a new release:
diff --git a/release-notes/v0.6.0.md b/release-notes/v0.6.0.md
index f182c81..bb32c1f 100644
--- a/release-notes/v0.6.0.md
+++ b/release-notes/v0.6.0.md
@@ -62,7 +62,8 @@
 - Run `test` job in build matrix, with and without Valgrind enabled [[!535][535]]
 - Add JUnit-based test reporting for GitLab CI [[!539][539]]
 - Enable full leak checking when running Valgrind [[!547][547]]
-- Enable coloured mode for `test-stdlib` output [[!554][554]
+- Enable coloured mode for `test-stdlib` output [[!554][554]]
+- Add JUnit-based test reporting for `test-stdlib` [[!556][556]]
 
 ### Removed
 - Remove unused `Perlang.Compiler` project [[!511][511]]
@@ -143,3 +144,4 @@
 [553]: https://gitlab.perlang.org/perlang/perlang/merge_requests/553
 [554]: https://gitlab.perlang.org/perlang/perlang/merge_requests/554
 [555]: https://gitlab.perlang.org/perlang/perlang/merge_requests/555
+[556]: https://gitlab.perlang.org/perlang/perlang/merge_requests/556