diff --git a/.travis.yml b/.travis.yml
index 951156c..b536a27 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -3,14 +3,28 @@ node_js:
 - '8'
 sudo: true
 dist: trusty
+services:
+- docker
 env:
-- MSGFLO_BROKER=mqtt://localhost
+  global:
+  - MSGFLO_BROKER=mqtt://localhost
+  matrix:
+  - TARGET=x86
+  - TARGET=raspberrypi3 DOCKER_FILE=Dockerfile-raspberrypi3
 before_install:
 - sudo apt-get update -qq
 - sudo apt-get install pkg-config libev-dev cmake openssl libc-ares-dev
+- if [ "$TARGET" == "raspberrypi3" ]; then docker run --rm --privileged multiarch/qemu-user-static:register
+  --reset; fi
 install:
-- export CC=gcc-4.8
-- export CXX=g++-4.8
+- mkdir -p dlock13-$TARGET/bin
+- if [ "$TARGET" == "raspberrypi3" ]; then docker-compose -f docker-compose-raspberrypi3.yaml
+  build; fi
+- if [ "$TARGET" == "raspberrypi3" ]; then docker run -it bitraf/dlock13-rpi /bin/true;
+  fi
+- if [ "$TARGET" == "raspberrypi3" ]; then docker cp `docker ps -alq`:/var/app/build/dlock13
+  ./dlock13-$TARGET/bin/; fi
+- zip -r dlock13-$TARGET.zip dlock13-$TARGET/
 - wget http://mosquitto.org/files/source/mosquitto-1.3.1.tar.gz
 - tar xzf mosquitto-1.3.1.tar.gz
 - cd mosquitto-1.3.1
@@ -34,6 +48,8 @@ script:
 - npm test
 - nosetests -v
 deploy:
+-
+  skip_cleanup: true
   provider: pypi
   user: jonnor
   skip_upload_docs: true
@@ -42,3 +58,12 @@ deploy:
   on:
     tags: true
     repo: bitraf/dlock13
+-
+  provider: releases
+  api_key:
+    secure: dGFUrHBNucrnE6XLFtovIcJ5YI89RkmWmaKzA6kSut8NggPJyRc+6LO/yfQDIbhuJf702k9jP1Bilsm3F27Eff+trT4CTnXLHAPFSAAzd+2vDMumwwqTPDqzXI4UYYr+VuaO2on4oDFGZODdGrtN92OfwH3T4wuEMzqwJeFzG1g=
+  file: ./dlock13-$TARGET.zip
+  skip_cleanup: true
+  on:
+    tags: true
+    repo: bitraf/dlock13
diff --git a/Dockerfile-raspberrypi3 b/Dockerfile-raspberrypi3
new file mode 100644
index 0000000..855de5b
--- /dev/null
+++ b/Dockerfile-raspberrypi3
@@ -0,0 +1,14 @@
+FROM resin/rpi-raspbian:jessie-20171101
+
+RUN mkdir -p /var/app
+WORKDIR /var/app
+
+# Install Dlock13 sources
+COPY ./dlock13-msgflo /var/app/
+
+# Install dependencies
+RUN apt-get update
+RUN apt-get install libmosquitto-dev libev-dev git cmake g++ build-essential
+
+# Run build
+RUN ./build.sh
diff --git a/dlock13-msgflo/build.sh b/dlock13-msgflo/build.sh
index c684542..064a267 100755
--- a/dlock13-msgflo/build.sh
+++ b/dlock13-msgflo/build.sh
@@ -1,7 +1,6 @@
 #!/bin/bash -xe
 
 mkdir -p build
-git submodule update --init --recursive
 
 if [[ $MsgFlo_DIR == "" ]]
 then
diff --git a/docker-compose-raspberrypi3.yaml b/docker-compose-raspberrypi3.yaml
new file mode 100644
index 0000000..5348223
--- /dev/null
+++ b/docker-compose-raspberrypi3.yaml
@@ -0,0 +1,8 @@
+version: '3'
+services:
+  dlock:
+    image: bitraf/dlock13-rpi
+    build:
+      context: .
+      dockerfile: Dockerfile-raspberrypi3
+    container_name: dlock