diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..887832c
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,10 @@
+FROM golang:1.9 AS builder
+WORKDIR /go/src/github.com/bitly/oauth2_proxy
+COPY . .
+RUN go get -d -v; \
+    CGO_ENABLED=0 GOOS=linux go build
+
+FROM scratch
+COPY --from=builder /go/src/github.com/bitly/oauth2_proxy/oauth2_proxy /bin/oauth2_proxy
+
+ENTRYPOINT ["/bin/oauth2_proxy"]