diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index f723b119..dd0b36bf 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -7,14 +7,10 @@ variables:
   COMPOSE_DOCKER_CLI_BUILD: "1"
   DOCKER_DRIVER: overlay2
 
-  # Tag image untuk staging
   IMAGE_TAG: "staging_${CI_COMMIT_SHORT_SHA}"
   IMAGE_NAME: "${CI_REGISTRY_IMAGE}:${IMAGE_TAG}"
   IMAGE_LATEST_STAGING: "${CI_REGISTRY_IMAGE}:staging_latest"
 
-# =========================
-# BUILD: Docker image -> GitLab Registry
-# =========================
 build:staging:
   stage: build
   image: docker:27.0.3
@@ -28,16 +24,13 @@ build:staging:
     - echo "$CI_REGISTRY_PASSWORD" | docker login -u "$CI_REGISTRY_USER" --password-stdin "$CI_REGISTRY"
 
   script:
-    - echo "Build image: $IMAGE_NAME"
     - docker build -t "$IMAGE_NAME" -f Dockerfile .
     - docker push "$IMAGE_NAME"
 
-    # opsional: juga push tag stabil untuk staging_latest
     - docker tag "$IMAGE_NAME" "$IMAGE_LATEST_STAGING"
     - docker push "$IMAGE_LATEST_STAGING"
 
   after_script:
-    # bersihin layer di runner supaya tidak cepat penuh disk
     - docker system prune -af || true
 
 # =========================