diff --git a/.dockerignore b/.dockerignore
deleted file mode 100644
index aac74884e..000000000
--- a/.dockerignore
+++ /dev/null
@@ -1,3 +0,0 @@
-Dockerfile
-Makefile
-unsee
diff --git a/.dockerignore b/.dockerignore
new file mode 120000
index 000000000..3e4e48b0b
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1 @@
+.gitignore
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
index 9bfb03c8f..cc4a73f46 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,14 +1,10 @@
-FROM golang:1.8.3-alpine
-
+FROM golang:1.8.3-alpine as unsee-builder
 COPY . /go/src/github.com/cloudflare/unsee
-
 ARG VERSION
+RUN apk add --update make git nodejs
+RUN make -C /go/src/github.com/cloudflare/unsee VERSION="${VERSION:-dev}"
 
-RUN go install \
-    -ldflags "-X main.version=${VERSION:-dev}" \
-    github.com/cloudflare/unsee && \
-    rm -fr /go/src
-
+FROM golang:1.8.3-alpine
+COPY --from=unsee-builder /go/src/github.com/cloudflare/unsee/unsee /bin/unsee
 EXPOSE 8080
-
 CMD ["unsee"]
diff --git a/README.md b/README.md
index 0653746d0..402bb3608 100644
--- a/README.md
+++ b/README.md
@@ -45,17 +45,6 @@ used.
 
 ## Building and running
 
-### Installing using the go command
-
-unsee is go installable, so the easiest way is to run:
-
-    go install github.com/cloudflare/unsee
-
-The `unsee` binary will be installed into `$GOPATH/bin` directory.
-Note that this will build the latest master version which might not work with
-your Alertmanager version. See
-[supported Alertmanager versions](#supported-alertmanager-versions).
-
 ### Building from source
 
 To clone git repo and build the binary yourself run:
@@ -67,6 +56,10 @@ To finally compile `unsee` the binary run:
 
     make
 
+Note that building locally from sources requires Go, nodejs and npm.
+See Docker build options below for instructions on building from withing docker
+container.
+
 ## Running
 
 `unsee` is configured via environment variables or command line flags.