diff --git a/Dockerfile b/Dockerfile
index e6cdccdb..10576b19 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,3 +1,23 @@
+#Build Stage
+FROM golang:1.14.2-alpine as builder
+ENV GOPROXY=https://gocenter.io 
+
+#Add packages for dependency management
+RUN apk add dep
+RUN apk add git
+
+#Copy project files and get dependencies
+COPY . /go/src/github.com/munnerz/kube-plex
+WORKDIR /go/src/github.com/munnerz/kube-plex
+RUN set -x && \
+	go get . && \
+	dep ensure -v
+
+#Run Build
+RUN CGO_ENABLED=0 GOOS=linux GOARCH=amd64 go build -a -installsuffix cgo -o kube-plex_linux_amd64 /go/src/github.com/munnerz/kube-plex
+RUN ls /go/src/github.com/munnerz/kube-plex
+
+#Copy into clean container
 FROM alpine:3.6
 
-ADD kube-plex_linux_amd64 /kube-plex
+COPY --from=builder /go/src/github.com/munnerz/kube-plex/kube-plex_linux_amd64 /kube-plex