diff --git a/Dockerfile b/Dockerfile
index d893fa5e1..679402480 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,11 +1,15 @@
-FROM golang:1.9.2-alpine3.6 as unsee-builder
-COPY . /go/src/github.com/cloudflare/unsee
+FROM node:8-alpine as nodejs-builder
+RUN apk add --update make git
+COPY . /unsee
+RUN make -C /unsee webpack
 
+FROM golang:1.9.2-alpine3.6 as go-builder
+COPY --from=nodejs-builder /unsee /go/src/github.com/cloudflare/unsee
 ARG VERSION
-RUN apk add --update make git nodejs nodejs-npm
+RUN apk add --update make git
 RUN CGO_ENABLED=0 make -C /go/src/github.com/cloudflare/unsee VERSION="${VERSION:-dev}" unsee
 
 FROM gcr.io/distroless/base
-COPY --from=unsee-builder /go/src/github.com/cloudflare/unsee/unsee /unsee
+COPY --from=go-builder /go/src/github.com/cloudflare/unsee/unsee /unsee
 EXPOSE 8080
 CMD ["/unsee"]