diff --git a/Dockerfile b/Dockerfile
index 2d45bb3..b7903cd 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,10 @@
-FROM alpine:3.9
+FROM sutty/monit-build:latest AS build
+
+RUN apk add --no-cache tzdata
+RUN echo /home/builder/packages/home > /etc/apk/repositories
+RUN apk add --no-cache monit
+
+FROM alpine:3.11
 MAINTAINER "f <f@sutty.nl>"
 
 # TODO: We don't want to receive lots of email, so we'll change this to
@@ -6,7 +12,9 @@ MAINTAINER "f <f@sutty.nl>"
 ENV EMAIL monit@sutty.nl
 
 # Install monit and remove default config
-RUN apk add --no-cache tini monit && rm /etc/monitrc
+RUN apk add --no-cache tini
+COPY --from=build /usr/bin/monit /usr/bin/monit
+COPY --from=build /usr/share/zoneinfo/UTC /etc/localtime
 
 # Create directories
 RUN install -dm 2750 -o root -g root /etc/monit.d