diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 00000000..d4953371
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,38 @@
+language: c
+env:
+    - BUILD_TYPE=Debug
+    - BUILD_TYPE=Release
+before_install:
+    - sudo add-apt-repository -y ppa:ubuntu-toolchain-r/test
+    - sudo apt-get update
+install:
+    - sudo apt-get --force-yes install g++-4.8
+    - sudo apt-get install rpm linux-headers-$(uname -r)
+    - git clone https://github.com/draios/sysdig.git ../sysdig
+before_script:
+    - export KERNELDIR=/lib/modules/$(ls /lib/modules | sort | head -1)/build
+script:
+    - set -e
+    - export CC="gcc-4.8"
+    - export CXX="g++-4.8"
+    - wget https://s3.amazonaws.com/download.draios.com/dependencies/cmake-3.3.2.tar.gz
+    - tar -xzf cmake-3.3.2.tar.gz
+    - cd cmake-3.3.2
+    - ./bootstrap --prefix=/usr
+    - make
+    - sudo make install
+    - cd ..
+    - mkdir build
+    - cd build
+    - cmake .. -DCMAKE_BUILD_TYPE=$BUILD_TYPE
+    - make VERBOSE=1
+    - make package
+    - cd ..
+    - sudo test/falco_trace_regression.sh build/userspace/falco/falco
+notifications:
+  webhooks:
+    urls:
+#      - https://webhooks.gitter.im/e/fdbc2356fb0ea2f15033
+    on_success: change
+    on_failure: always
+    on_start: never
\ No newline at end of file
diff --git a/README.md b/README.md
index e582da56..b98aaf02 100644
--- a/README.md
+++ b/README.md
@@ -11,6 +11,9 @@ for an early release. On the other hand performance is still a work in
 progress. On busy hosts and/or with large rule sets, you may see the current
 version of falco using high CPU. Expect big improvements in coming releases.
 
+Dev Branch: [![Build Status](https://travis-ci.org/draios/falco.svg?branch=dev)](https://travis-ci.org/draios/falco)<br />
+Master Branch: [![Build Status](https://travis-ci.org/draios/falco.svg?branch=master)](https://travis-ci.org/draios/falco)
+
 ####Table of Contents
 
 - [Overview](#overview)
diff --git a/test/falco_trace_regression.sh b/test/falco_trace_regression.sh
new file mode 100755
index 00000000..a4b3498c
--- /dev/null
+++ b/test/falco_trace_regression.sh
@@ -0,0 +1,30 @@
+#!/bin/bash
+set -eu
+
+SCRIPT=$(readlink -f $0)
+BASEDIR=$(dirname $SCRIPT)
+
+FALCO=$1
+BUILDDIR=$(dirname $FALCO)
+
+# Load the built kernel module by hand
+insmod $BUILDDIR/../../driver/sysdig-probe.ko
+
+# For now, simply ensure that falco can run without errors.
+FALCO_CMDLINE="$FALCO -c $BASEDIR/../falco.yaml -r $BASEDIR/../rules/falco_rules.yaml"
+echo "Running falco: $FALCO_CMDLINE"
+$FALCO_CMDLINE > $BASEDIR/falco.log 2>&1 &
+FALCO_PID=$!
+echo "Falco started, pid $FALCO_PID"
+sleep 10
+if kill -0 $FALCO_PID > /dev/null 2>&1; then
+    echo "Falco ran successfully"
+    kill $FALCO_PID
+    ret=0
+else
+    echo "Falco did not start successfully. Full program output:"
+    cat $BASEDIR/falco.log
+    ret=1
+fi
+
+exit $ret