diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index e4bd8d282..6785c05f9 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -288,7 +288,7 @@ docker:
     - export CI_VCS_REF=$CI_COMMIT_SHORT_SHA
   allow_failure: true
   script:
-    - docker build --build-arg VCS_REF=$CI_VCS_REF --build-arg BUILD_DATE=$CI_JOB_TIMESTAMP -t $IMAGE_TAG -t $IMAGE_TAG_SLUG -t $IMAGE_TAG_LATEST .
+    - docker build --cache-from $IMAGE_TAG_SLUG --build-arg VCS_REF=$CI_VCS_REF --build-arg BUILD_DATE=$CI_JOB_TIMESTAMP -t $IMAGE_TAG -t $IMAGE_TAG_SLUG -t $IMAGE_TAG_LATEST .
     - docker push $IMAGE_TAG
     - docker push $IMAGE_TAG_SLUG
     - docker push $IMAGE_TAG_LATEST
@@ -296,6 +296,7 @@ docker:
     - dind
   only:
     - develop@pleroma/pleroma
+    - /^ops/.*$/@jp/pleroma
 
 docker-stable:
   stage: docker
@@ -306,7 +307,7 @@ docker-stable:
   before_script: *before-docker
   allow_failure: true
   script:
-    - docker build --build-arg VCS_REF=$CI_VCS_REF --build-arg BUILD_DATE=$CI_JOB_TIMESTAMP -t $IMAGE_TAG -t $IMAGE_TAG_SLUG -t $IMAGE_TAG_LATEST_STABLE .
+    - docker build --cache-from $IMAGE_TAG_SLUG --build-arg VCS_REF=$CI_VCS_REF --build-arg BUILD_DATE=$CI_JOB_TIMESTAMP -t $IMAGE_TAG -t $IMAGE_TAG_SLUG -t $IMAGE_TAG_LATEST_STABLE .
     - docker push $IMAGE_TAG
     - docker push $IMAGE_TAG_SLUG
     - docker push $IMAGE_TAG_LATEST_STABLE
@@ -324,7 +325,7 @@ docker-release:
   before_script: *before-docker
   allow_failure: true
   script:
-    - docker build --build-arg VCS_REF=$CI_VCS_REF --build-arg BUILD_DATE=$CI_JOB_TIMESTAMP -t $IMAGE_TAG -t       $IMAGE_TAG_SLUG .
+    - docker build --cache-from $IMAGE_TAG_SLUG --build-arg VCS_REF=$CI_VCS_REF --build-arg BUILD_DATE=$CI_JOB_TIMESTAMP -t $IMAGE_TAG -t       $IMAGE_TAG_SLUG .
     - docker push $IMAGE_TAG
     - docker push $IMAGE_TAG_SLUG
   tags:
diff --git a/Dockerfile b/Dockerfile
index b21f86fcd..29931a5e3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -12,7 +12,7 @@ RUN apk add git gcc g++ musl-dev make &&\
 	mkdir release &&\
 	mix release --path release
 
-FROM alpine:3.9
+FROM alpine:3.11
 
 ARG BUILD_DATE
 ARG VCS_REF