diff --git a/Dockerfile b/Dockerfile
index b7903cd..a3cf3e5 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,10 +1,7 @@
-FROM sutty/monit-build:latest AS build
-
+FROM alpine:3.11.6 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
+FROM alpine:3.11.6
 MAINTAINER "f <f@sutty.nl>"
 
 # TODO: We don't want to receive lots of email, so we'll change this to
@@ -12,8 +9,7 @@ MAINTAINER "f <f@sutty.nl>"
 ENV EMAIL monit@sutty.nl
 
 # Install monit and remove default config
-RUN apk add --no-cache tini
-COPY --from=build /usr/bin/monit /usr/bin/monit
+RUN apk add --no-cache tini monit
 COPY --from=build /usr/share/zoneinfo/UTC /etc/localtime
 
 # Create directories
@@ -28,6 +24,9 @@ RUN chmod 600 /etc/monitrc
 # Allow access to the web GUI
 EXPOSE 2812
 
+# Sutty's repository
+RUN echo 'https://alpine.sutty.nl/alpine/v3.11/sutty' >> /etc/apk/repositories
+
 # Use tini as init
 ENTRYPOINT ["/sbin/tini", "--"]