diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..6c5cb00
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,26 @@
+
+#
+# Birdwatcher - Your friendly alice looking glass data source
+#
+
+FROM golang:1.13 AS app
+
+WORKDIR /src/birdwatcher
+ADD vendor .
+ADD go.mod .
+ADD go.sum .
+RUN go mod download
+
+# Add sourcecode
+ADD . .
+
+# Build birdwatcher
+RUN make
+
+FROM ehlers/bird2
+
+COPY --from=app /src/birdwatcher/birdwatcher-linux-amd64 /usr/bin/birdwatcher
+ADD etc/birdwatcher/birdwatcher.conf /etc/birdwatcher/birdwatcher.conf
+
+ENTRYPOINT ["/usr/bin/birdwatcher", "-config", "/etc/birdwatcher/birdwatcher.conf"]
+
diff --git a/README.md b/README.md
index c1dfeff..29e0dad 100644
--- a/README.md
+++ b/README.md
@@ -124,6 +124,12 @@ You need to add a Large BGP Community just before you filter a route, for exampl
         accept;
     }
 
+### Using Docker
+
+You can run the birdwatcher for bird2 with docker:
+
+    docker run -v /var/run/bird.ctl:/usr/local/var/run/bird.ctl -it --rm birdwatcher:latest
+
 ### Building an RPM
 
 Building RPMs is supported through [fpm](https://github.com/jordansissel/fpm).