diff --git a/.travis.yml b/.travis.yml
index 6c1a40920..69353d4c6 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -6,14 +6,18 @@ env:
     - secure: btt4r13t09gQlHb6gYrvGC2yGCMMHfnp1Mz1RQedc4Mpf/FfT8aE6xmK2a2i9CCvskjrP0t/BFaS4yxIURjnFRn+ugQIEa0pLspB9UJArW/vgOSpIWM9/OQ/fg8z5XuMxN6Md4DL1/iLypMNSageA1x0TRdt89+D1N1dALpg5XRCXLFbC84TLi0gjlFuib9ibPKzEhLT+anCRJ6iZMzeupDSoaCVbAtJMoDvXw4+4AcRZ1+k4MybBLyCib5boaEOt4pTT88mz4Kk0YaMwPVJyg9Qv36VqyUcPS09Yd95LuyVQ4+tZt8Y1ccbIzULsK+sLM3hLCzxlmlpN3dQBlZJiiRtQde0mgGAKyC0P0A1XjuDTywcsa5edB+fTk1Dsewz9xZ9V0NmMz8t+UNZnaSsAPga9i86jULbXUUwMVSzVRc+Xgx02liB/8qI1xYC9FM6ilStt7rn7mF0k3KbiWhcptgeXjO6Lah9FjEKd5w4MXsdUSTi/86rQaLo+kj+XdaTrXCTulKHyRyQEUj+8V1w0oVz7pcGjePHd7y5oU9ByifVQy6sytuFBfRZvugM5bKHo+i0pcWvixrZS42DrzwxZJsspANOvqSe5ifVbvOkfUppQdCBIwptxV5N1b49XPKU3W/w34QJ8xGmKp3TFA7WwVCztriFHjPgiRpB3EG99Bg=
     - REPO: $TRAVIS_REPO_SLUG
     - VERSION: v1.0.0-beta.$TRAVIS_BUILD_NUMBER
+  matrix:
+    - DOCKER_VERSION=1.9.1
+    - DOCKER_VERSION=1.10.1
 sudo: required
 services:
 - docker
 install:
 - sudo service docker stop
-- sudo curl https://get.docker.com/builds/Linux/x86_64/docker-1.9.1 -o /usr/bin/docker
+- sudo curl https://get.docker.com/builds/Linux/x86_64/docker-${DOCKER_VERSION} -o /usr/bin/docker
 - sudo chmod +x /usr/bin/docker
 - sudo service docker start
+- docker version
 - pip install --user mkdocs
 - pip install --user pymdown-extensions
 before_script:
diff --git a/Makefile b/Makefile
index a820950ad..6dc75de35 100644
--- a/Makefile
+++ b/Makefile
@@ -46,7 +46,7 @@ validate: build  ## validate gofmt, golint and go vet
 	$(DOCKER_RUN_TRAEFIK) ./script/make.sh  validate-gofmt validate-govet validate-golint 
 
 build: dist
-	docker build -t "$(TRAEFIK_DEV_IMAGE)" -f build.Dockerfile .
+	docker build --build-arg=DOCKER_VERSION=${DOCKER_VERSION} -t "$(TRAEFIK_DEV_IMAGE)" -f build.Dockerfile .
 
 build-webui:
 	docker build -t traefik-webui -f webui/Dockerfile webui
diff --git a/build.Dockerfile b/build.Dockerfile
index cda39d77b..989b8f2b6 100644
--- a/build.Dockerfile
+++ b/build.Dockerfile
@@ -6,10 +6,7 @@ RUN go get github.com/Masterminds/glide \
 && go get github.com/kisielk/errcheck
 
 # Which docker version to test on
-ENV DOCKER_VERSION 1.9.1
-
-# enable GO15VENDOREXPERIMENT
-ENV GO15VENDOREXPERIMENT 1
+ARG DOCKER_VERSION=1.10.1
 
 # Download docker
 RUN set -ex; \
diff --git a/script/deploy.sh b/script/deploy.sh
index e53ea2768..97f0f2abd 100755
--- a/script/deploy.sh
+++ b/script/deploy.sh
@@ -1,7 +1,7 @@
 #!/bin/bash
 set -e
 
-if ([ "$TRAVIS_BRANCH" = "master" ] || [ ! -z "$TRAVIS_TAG" ]) && [ "$TRAVIS_PULL_REQUEST" = "false" ]; then
+if ([ "$TRAVIS_BRANCH" = "master" ] || [ ! -z "$TRAVIS_TAG" ]) && [ "$TRAVIS_PULL_REQUEST" = "false" ] && [ "$DOCKER_VERSION" = "1.10.1" ]; then
   echo "Deploying..."
 else
   echo "Skipping deploy"
diff --git a/script/test-integration b/script/test-integration
index 7905bd869..7f30406be 100755
--- a/script/test-integration
+++ b/script/test-integration
@@ -11,4 +11,6 @@ if [ -n "$VERBOSE" ]; then
 fi
 
 cd integration
+echo "Testing against…"
+docker version
 CGO_ENABLED=0 go test $TESTFLAGS