diff --git a/.travis.yml b/.travis.yml
index 21aa363ee..82bc079f0 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -25,22 +25,9 @@ install:
   - export PATH="$PATH:$GOBIN"
   - export GOPATH="$GOPATH:${TRAVIS_BUILD_DIR}/Godeps/_workspace"
   - go env
-  - go get github.com/mattn/goveralls
-  - go get github.com/mitchellh/gox
-  - go version | grep -q "go1\.3" && export GOX_ARCH="386 amd64" || true
-  - go version | grep -q "darwin" && export GOX_OS="darwin" || true
-  - uname -s | grep -qi darwin && brew install caskroom/cask/brew-cask || true
-  - uname -s | grep -qi darwin && brew cask install osxfuse || true
-  - uname -s | grep -vqi darwin && export RESTIC_TEST_FUSE="0" || true
-  - echo "cross-compile for \"$GOX_OS\" on \"$GOX_ARCH\""
-  - gox -build-toolchain -os "$GOX_OS" -arch "$GOX_ARCH"
 
 script:
-  - gox -verbose -os "$GOX_OS" -arch "$GOX_ARCH" -tags "release" ./cmd/restic
-  - gox -verbose -os "$GOX_OS" -arch "$GOX_ARCH" -tags "debug" ./cmd/restic
-  - go run build.go
-  - go run run_tests.go all.cov
-  - GOARCH=386 RESTIC_TEST_INTEGRATION=0 go test ./...
+  - go run run_integration_tests.go
+
+after_success:
   - goveralls -coverprofile=all.cov -service=travis-ci -repotoken "$COVERALLS_TOKEN" || true
-  - gofmt -l *.go */*.go */*/*.go
-  - test -z "$(gofmt -l *.go */*.go */*/*.go)"
diff --git a/run_integration_tests.go b/run_integration_tests.go
new file mode 100644
index 000000000..ac8ac6442
--- /dev/null
+++ b/run_integration_tests.go
@@ -0,0 +1,163 @@
+// +build ignore
+
+package main
+
+import (
+	"fmt"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"runtime"
+	"strings"
+)
+
+type CIEnvironment interface {
+	Prepare()
+	RunTests()
+}
+
+type TravisEnvironment struct {
+	goxArch []string
+	goxOS   []string
+}
+
+func (env *TravisEnvironment) Prepare() {
+	fmt.Printf("preparing environment for Travis CI\n")
+
+	run("go", "get", "github.com/mattn/goveralls")
+	run("go", "get", "github.com/mitchellh/gox")
+
+	if runtime.GOOS == "darwin" {
+		// install the libraries necessary for fuse
+		run("brew", "install", "caskroom/cask/brew-cask")
+		run("brewcask", "install", "osxfuse")
+	}
+
+	// only test cross compilation on linux with Travis
+	if runtime.GOOS == "linux" {
+		env.goxArch = []string{"386", "amd64"}
+		if !strings.HasPrefix(runtime.Version(), "go1.3") {
+			env.goxArch = append(env.goxArch, "arm")
+		}
+
+		env.goxOS = []string{"linux", "darwin", "freebsd", "openbsd", "windows"}
+	}
+
+	fmt.Printf("gox: OS %v, ARCH %v\n", env.goxOS, env.goxArch)
+	run("gox", "-build-toolchain",
+		"-os", strings.Join(env.goxOS, " "),
+		"-arch", strings.Join(env.goxArch, " "))
+}
+
+func (env *TravisEnvironment) RunTests() {
+	// run fuse tests on darwin
+	if runtime.GOOS != "darwin" {
+		fmt.Printf("skip fuse integration tests on %v\n", runtime.GOOS)
+		os.Setenv("RESTIC_TEST_FUSE", "0")
+	}
+
+	// compile for all target architectures with tags
+	for _, tags := range []string{"release", "debug"} {
+		run("gox", "-verbose",
+			"-os", strings.Join(env.goxOS, " "),
+			"-arch", strings.Join(env.goxArch, " "),
+			"-tags", tags,
+			"./cmd/restic")
+	}
+
+	// run the build script
+	run("go", "run", "build.go")
+
+	// gather coverage information
+	run("go", "run", "run_tests.go", "all.cov")
+
+	runGofmt()
+}
+
+// findGoFiles returns a list of go source code file names below dir.
+func findGoFiles(dir string) (list []string, err error) {
+	err = filepath.Walk(dir, func(name string, fi os.FileInfo, err error) error {
+		if filepath.Base(name) == "Godeps" {
+			return filepath.SkipDir
+		}
+
+		if filepath.Ext(name) == ".go" {
+			relpath, err := filepath.Rel(dir, name)
+			if err != nil {
+				return err
+			}
+
+			list = append(list, relpath)
+		}
+
+		return err
+	})
+
+	return list, err
+}
+
+func runGofmt() {
+	dir, err := os.Getwd()
+	if err != nil {
+		fmt.Fprintf(os.Stderr, "Getwd(): %v\n", err)
+		os.Exit(5)
+	}
+
+	files, err := findGoFiles(dir)
+	if err != nil {
+		fmt.Fprintf(os.Stderr, "error finding Go files: %v\n", err)
+		os.Exit(4)
+	}
+
+	fmt.Printf("runGofmt() with %d files\n", len(files))
+	args := append([]string{"-l"}, files...)
+	cmd := exec.Command("gofmt", args...)
+	cmd.Stderr = os.Stderr
+
+	buf, err := cmd.Output()
+	if err != nil {
+		fmt.Fprintf(os.Stderr, "error running gofmt: %v", err)
+		fmt.Fprintf(os.Stderr, "output:\n%s\n", buf)
+		os.Exit(3)
+	}
+
+	if len(buf) > 0 {
+		fmt.Fprintf(os.Stderr, "not formatted with `gofmt`:\n")
+		fmt.Fprintln(os.Stderr, string(buf))
+		os.Exit(6)
+	}
+}
+
+func run(command string, args ...string) {
+	fmt.Printf("run %v %v\n", command, strings.Join(args, " "))
+	cmd := exec.Command(command, args...)
+	cmd.Stdout = os.Stdout
+	cmd.Stderr = os.Stderr
+	err := cmd.Run()
+
+	if err != nil {
+		fmt.Fprintf(os.Stderr, "error running %v %v: %v",
+			command, strings.Join(args, " "), err)
+		os.Exit(3)
+	}
+}
+
+func isTravis() bool {
+	return os.Getenv("TRAVIS_BUILD_DIR") != ""
+}
+
+func main() {
+	var env CIEnvironment
+
+	switch {
+	case isTravis():
+		env = &TravisEnvironment{}
+	default:
+		fmt.Fprintln(os.Stderr, "unknown CI environment")
+		os.Exit(1)
+	}
+
+	for _, f := range []func(){env.Prepare, env.RunTests} {
+		f()
+	}
+}