diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 6706e1d..914567c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,13 +1,18 @@
 variables:
-    IMAGE_NAME: thallian/rspamd
+  CONTAINER_NAME: thallian/rspamd
 
 build:
-    stage: build
-    script:
-        - docker login -u $DOCKER_USER -p $DOCKER_PASSWORD $DOCKER_REGISTRY
-        - docker build -t $IMAGE_NAME:$CI_COMMIT_SHA .
-        - docker build -t $IMAGE_NAME:$CI_COMMIT_REF_NAME .
-        - docker build -t $IMAGE_NAME:latest .
-        - docker push $IMAGE_NAME:$CI_COMMIT_SHA
-        - docker push $IMAGE_NAME:$CI_COMMIT_REF_NAME
-        - docker push $IMAGE_NAME:latest
+  stage: build
+  image:
+    name: gcr.io/kaniko-project/executor:debug
+    entrypoint: [""]
+  script:
+    - mkdir -p /kaniko/.docker
+    - echo "{\"auths\":{\"$CI_REGISTRY\":{\"auth\":\"$(printf "%s:%s" "$CI_REGISTRY_USER" "$CI_REGISTRY_PASSWORD" | base64 | tr -d '\n')\"}}}" > /kaniko/.docker/config.json
+    - >-
+      /kaniko/executor
+      --context "$CI_PROJECT_DIR"
+      --dockerfile "$CI_PROJECT_DIR/Dockerfile"
+      --destination "$CONTAINER_NAME:$CI_COMMIT_SHA"
+      --destination "$CONTAINER_NAME:$CI_COMMIT_REF_NAME"
+      --destination "$CONTAINER_NAME:latest"
diff --git a/rootfs/etc/s6-overlay/s6-rc.d/rspamd/dependencies b/rootfs/etc/s6-overlay/s6-rc.d/rspamd/dependencies
new file mode 100644
index 0000000..7ba7514
--- /dev/null
+++ b/rootfs/etc/s6-overlay/s6-rc.d/rspamd/dependencies
@@ -0,0 +1 @@
+confd
diff --git a/rootfs/etc/services.d/rspamd/run b/rootfs/etc/s6-overlay/s6-rc.d/rspamd/run
similarity index 65%
rename from rootfs/etc/services.d/rspamd/run
rename to rootfs/etc/s6-overlay/s6-rc.d/rspamd/run
index afd9157..7ca7f5b 100644
--- a/rootfs/etc/services.d/rspamd/run
+++ b/rootfs/etc/s6-overlay/s6-rc.d/rspamd/run
@@ -1,3 +1,3 @@
-#!/usr/bin/with-contenv sh
+#!/bin/sh
 
 exec rspamd --no-fork --user rspamd --group rspamd
diff --git a/rootfs/etc/s6-overlay/s6-rc.d/rspamd/type b/rootfs/etc/s6-overlay/s6-rc.d/rspamd/type
new file mode 100644
index 0000000..5883cff
--- /dev/null
+++ b/rootfs/etc/s6-overlay/s6-rc.d/rspamd/type
@@ -0,0 +1 @@
+longrun
diff --git a/rootfs/etc/s6-overlay/s6-rc.d/user/contents.d/rspamd b/rootfs/etc/s6-overlay/s6-rc.d/user/contents.d/rspamd
new file mode 100644
index 0000000..e69de29