diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..b80ab83
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,19 @@
+FROM golang:1.12-alpine as build
+
+RUN apk update && apk add git
+
+WORKDIR /app
+
+ADD go.mod go.sum ./
+
+RUN go mod download
+
+ADD ./ ./
+ENV CGO_ENABLED=0
+RUN go build
+
+FROM alpine as runtime
+
+COPY --from=build /app/ssm-parent /usr/bin
+
+ENTRYPOINT ["/usr/bin/ssm-parent"]
diff --git a/Dockerfile.build b/Dockerfile.build
deleted file mode 100644
index 1668bc8..0000000
--- a/Dockerfile.build
+++ /dev/null
@@ -1,13 +0,0 @@
-FROM golang:1.11-alpine as build
-
-RUN apk update && apk add git
-
-WORKDIR /app
-
-ADD go.mod go.sum ./
-
-RUN go mod download
-
-ADD ./ ./
-ENV CGO_ENABLED=0
-RUN go build
diff --git a/build.sh b/build.sh
deleted file mode 100755
index b01f217..0000000
--- a/build.sh
+++ /dev/null
@@ -1,4 +0,0 @@
-#!/bin/sh
-
-docker build -t ssm-parent -f Dockerfile.build .
-docker run --rm -v "$(pwd):/tmp/builder" ssm-parent cp ssm-parent /tmp/builder