diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..e1369e2
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,10 @@
+FROM golang:1.12 AS builder
+
+WORKDIR $GOPATH/src/github.com/GoogleCloudPlatform/govanityurls
+COPY . .
+RUN go get -v .
+
+FROM gcr.io/distroless/base
+COPY --from=builder /go/bin/govanityurls /go/bin/
+WORKDIR /app/
+ENTRYPOINT [ "/go/bin/govanityurls" ]