diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index c1a95d43f8789d3315e580096aff2f3908506472..fda591711169d7d23a70efea1c426318c01f6d7a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,8 +1,9 @@
 build:
-  image: docker:latest
+  stage: build
+  image:
+    name: gcr.io/kaniko-project/executor:debug
+    entrypoint: [""]
   script:
-    - docker login -u "$CI_REGISTRY_USER" -p "$CI_REGISTRY_PASSWORD" $CI_REGISTRY
-    - docker build --pull -t "$CI_REGISTRY_IMAGE" .
-    - docker push "$CI_REGISTRY_IMAGE"
-    - docker tag "$CI_REGISTRY_IMAGE" "$CI_REGISTRY_IMAGE":"$CI_COMMIT_REF_NAME"
-    - docker push "$CI_REGISTRY_IMAGE":"$CI_COMMIT_REF_NAME"
\ No newline at end of file
+    - mkdir -p /kaniko/.docker
+    - echo "{\"auths\":{\"$CI_REGISTRY\":{\"username\":\"$CI_REGISTRY_USER\",\"password\":\"$CI_REGISTRY_PASSWORD\"}}}" > /kaniko/.docker/config.json
+    - /kaniko/executor --context $CI_PROJECT_DIR --dockerfile $CI_PROJECT_DIR/Dockerfile --destination $CI_REGISTRY_IMAGE:$CI_COMMIT_REF_NAME