diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 5da277e..901fb1d 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -13,6 +13,10 @@
 # [1]: http://julialang.org/
 # [2]: https://docs.julialang.org/en/v1/manual/documentation/index.html
 
+stages:
+  - test
+  - post
+
 # Below is the template to run your tests in Julia
 .test_template: &test_definition
   # Uncomment below (and adjust as needed) to run the tests for specific references
@@ -35,6 +39,20 @@
       - ./*/*/*.cov
       - ./*/*/*/*.cov
 
+.coverage:
+  stage: post
+  script: |
+    # Coverage(Tools).jl scans all .jl files but easily fails at that,
+    # so make sure we exclude hidden directories (like the depot, .git, ...)
+    julia -e '
+      using Pkg
+      Pkg.add("Coverage")
+      using Coverage
+      dirs = filter(entry -> isdir(entry) && !startswith(entry, "."), readdir())
+      coverage = vcat(map(process_folder, dirs)...)
+      Codecov.submit_local(coverage)'
+  interruptible: true
+
 # Name a test and select an appropriate image.
 # images comes from Docker hub
 test:1.7: