diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000..9773e00
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,53 @@
+stages:
+  - build
+  - publish
+
+.build:
+  stage: build
+  allow_failure: true
+  image: "coderus/sailfishos-platform-sdk:${SFOS_VERSION}"
+  artifacts:
+    paths:
+      - "output/*"
+  script:
+    - sudo mkdir output
+    - mkdir ~/build
+    - cp -r * ~/build
+    - pushd ~/build
+    - mb2 -t SailfishOS-$SFOS_VERSION-armv7hl build
+    - popd
+    - sudo cp -v ~/build/RPMS/* output
+    - rm -rf ~/build/*
+    - cp -r * ~/build
+    - pushd ~/build
+    - mb2 -t SailfishOS-$SFOS_VERSION-i486 build
+    - popd
+    - sudo cp -v ~/build/RPMS/* output
+    - rm -rf ~/build/*
+    - cp -r * ~/build
+    - pushd ~/build
+    - mb2 -t SailfishOS-$SFOS_VERSION-aarch64 build
+    - popd
+    - sudo cp -v ~/build/RPMS/* output
+    - ls -la output
+
+  only:
+    - merge_requests
+    - tags
+  tags:
+    - docker
+
+build:
+  extends: .build
+  variables:
+    SFOS_VERSION: "3.4.0.24"
+
+publish:
+    image: inetprocess/gitlab-release
+    stage: publish
+    only:
+      - tags
+    dependencies:
+      - build
+    script:
+      - gitlab-release --message 'Release $CI_COMMIT_TAG' output/*
diff --git a/README.md b/README.md
index e6e99d1..6ee0612 100644
--- a/README.md
+++ b/README.md
@@ -2,7 +2,7 @@
 
 A free-hand draw application for [Sailfish OS](https://sailfishos.org).
 
-[Build status](https://build.merproject.org/package/live_build_log/home:ilpianista/harbour-papocchio/sailfish_latest_armv7hl/armv8el)
+[![Build Status](https://git.sailfishos.org/ilpianista/harbour-Papocchio/badges/master/pipeline.svg)](https://git.sailfishos.org/ilpianista/harbour-Papocchio/pipelines)
 
 ## Translations