diff --git a/Dockerfile b/Dockerfile
index 192961c..2a04546 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,15 +1,14 @@
-FROM golang:1.11-alpine as builder
+FROM golang:1.14-alpine as builder
 
 # Install our build tools
 
 RUN apk add --update git make bash
-RUN go get -u github.com/golang/dep/cmd/dep
 
 # Get dependencies
 
-WORKDIR /go/src/github.com/bloomberg/goldpinger
-COPY Gopkg.toml Gopkg.lock Makefile ./
-RUN make vendor
+WORKDIR /w
+COPY go.mod go.sum /w/
+RUN go mod download
 
 # Build goldpinger
 
@@ -19,6 +18,6 @@ RUN make bin/goldpinger
 # Build the asset container, copy over goldpinger
 
 FROM scratch
-COPY --from=builder /go/src/github.com/bloomberg/goldpinger/bin/goldpinger /goldpinger
+COPY --from=builder /w/bin/goldpinger /goldpinger
 COPY ./static /static
-ENTRYPOINT ["/goldpinger", "--static-file-path", "/static"]
\ No newline at end of file
+ENTRYPOINT ["/goldpinger", "--static-file-path", "/static"]