diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 0000000..6424108
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,35 @@
+stages:
+    - prepare
+    - release
+
+prepare_job:
+  stage: prepare
+  image: alpine:latest
+  rules:
+  - if: '$CI_COMMIT_TAG =~ /^v?\d+\.\d+\.\d+$/'
+  script:
+    - apk add curl jq
+    - 'curl -H "PRIVATE-TOKEN: $CI_API_TOKEN" "$CI_API_V4_URL/projects/$CI_PROJECT_ID/repository/changelog?version=$CI_COMMIT_TAG" | jq -r .notes > release_notes.md'
+  artifacts:
+    paths:
+    - release_notes.md
+
+release_job:
+  stage: release
+  image: registry.gitlab.com/gitlab-org/release-cli:latest
+  needs:
+    - job: prepare_job
+      artifacts: true
+  rules:
+  - if: '$CI_COMMIT_TAG =~ /^v?\d+\.\d+\.\d+$/'
+  script:
+    - echo "Creating release"
+  release:
+    name: 'Release $CI_COMMIT_TAG'
+    description: release_notes.md
+    tag_name: '$CI_COMMIT_TAG'
+    ref: '$CI_COMMIT_SHA'
+    assets:
+      links:
+        - name: 'Container Image $CI_COMMIT_TAG'
+          url: "https://$CI_REGISTRY_IMAGE/$CI_COMMIT_REF_SLUG:$CI_COMMIT_SHA"
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