diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 55d9f4c..7ef27d0 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -13,15 +13,17 @@ before_script:
   - apk add libxcb-dev xcb-util-wm-dev xcb-util-cursor-dev cairo-dev yaml-dev
   - apk add wayland-dev wayland-protocols wlroots-dev
   - apk add json-c-dev libmpdclient-dev alsa-lib-dev
+  - apk add gcovr
 
 debug:
   stage: build
   script:
     - mkdir -p bld/debug
     - cd bld/debug
-    - meson --buildtype=debug ../..
+    - meson --buildtype=debug -Db_coverage=true ../..
     - ninja -k0
-    - meson test
+    - ninja test
+    - ninja coverage-xml
 
 release:
   stage: build
@@ -30,7 +32,7 @@ release:
     - cd bld/release
     - meson --buildtype=minsize ../../
     - ninja -k0
-    - meson test
+    - ninja test
 
 x11_only:
   stage: build
@@ -39,7 +41,7 @@ x11_only:
     - cd bld/debug
     - meson --buildtype=debug -Dbackend-x11=enabled -Dbackend-wayland=disabled ../../
     - ninja -k0
-    - meson test
+    - ninja test
 
 wayland_only:
   stage: build
@@ -48,7 +50,7 @@ wayland_only:
     - cd bld/debug
     - meson --buildtype=debug -Dbackend-x11=disabled -Dbackend-wayland=enabled ../../
     - ninja -k0
-    - meson test
+    - ninja test
 
 plugins_as_shared_modules:
   stage: build
@@ -57,4 +59,4 @@ plugins_as_shared_modules:
     - cd bld/debug
     - meson --buildtype=debug -Dcore-plugins-as-shared-libraries=true ../../
     - ninja -k0
-    - meson test
+    - ninja test