diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000000000000000000000000000000000000..392e2f332597dbfced97479b2d7c7923421aff19
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,20 @@
+stages:
+  - build
+
+image: docker:20.10.17
+
+services:
+  - docker:20.10.17-dind
+
+before_script:
+  - docker info
+
+build:
+  stage: build
+  tags:
+    - docker
+  only:
+    - tags
+  script:
+    - docker build -t app.ftlab.utu.fi/base:${CI_COMMIT_TAG}-dev --target=devel .
+    - docker push app.ftlab.utu.fi/base:${CI_COMMIT_TAG}-dev