diff --git a/.ci/Dockerfile-arch-latest b/.ci/Dockerfile-arch-latest
new file mode 100644
index 0000000..faa2ab2
--- /dev/null
+++ b/.ci/Dockerfile-arch-latest
@@ -0,0 +1,6 @@
+FROM archimg/base-devel:latest
+
+RUN pacman -Sy
+RUN pacman -S --noconfirm boost cmake git ninja re2c
+
+VOLUME /app
diff --git a/.ci/Dockerfile-ubuntu-18.04 b/.ci/Dockerfile-ubuntu-18.04
new file mode 100644
index 0000000..a99a280
--- /dev/null
+++ b/.ci/Dockerfile-ubuntu-18.04
@@ -0,0 +1,6 @@
+FROM ubuntu:18.04
+
+RUN apt-get update
+RUN apt-get install -y libboost-all-dev cmake git ninja-build re2c
+
+VOLUME /app
diff --git a/.ci/ci.sh b/.ci/ci.sh
new file mode 100755
index 0000000..c283921
--- /dev/null
+++ b/.ci/ci.sh
@@ -0,0 +1,7 @@
+#!/bin/bash
+
+git submodule update --init --recursive
+mkdir -p build/debug
+cd build/debug
+cmake ../.. -GNinja -DANTHEM_BUILD_TESTS=ON
+ninja anthem-app && ninja run-tests
diff --git a/.travis.yml b/.travis.yml
index 5c48372..9d22982 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,47 +1,19 @@
-# Use container-based distribution
-sudo: false
-language: c++
-addons:
-  apt:
-    sources: &default_sources
-      - ubuntu-toolchain-r-test
-      - boost-latest
-    packages: &default_packages
-      - libboost-program-options1.55-dev
-      - libboost-iostreams1.55-dev
-      - libboost-system1.55-dev
-      - libboost-filesystem1.55-dev
-      - re2c
+sudo: required
+
+services:
+  - docker
+
 matrix:
   include:
-    - env: COMPILER_NAME=g++ _CXX=g++-5 _CC=gcc-5
+    - env: distribution=arch-latest
       os: linux
       language: cpp
-      addons:
-        apt:
-          sources:
-            - *default_sources
-          packages:
-            - *default_packages
-            - g++-5
-    - env: COMPILER_NAME=g++ _CXX=g++-6 _CC=gcc-6
+    - env: distribution=ubuntu-18.04
       os: linux
       language: cpp
-      addons:
-        apt:
-          sources:
-            - *default_sources
-          packages:
-            - *default_packages
-            - g++-6
+
+before_install:
+  - docker build -t ${distribution} - < .ci/Dockerfile-${distribution}
+
 script:
-  - if [[ "${TRAVIS_OS_NAME}" == "linux" ]]; then
-      CMAKE_URL="http://www.cmake.org/files/v3.7/cmake-3.7.0-Linux-x86_64.tar.gz";
-      mkdir cmake-bin && wget --quiet --no-check-certificate -O - ${CMAKE_URL} | tar --strip-components=1 -xz -C cmake-bin;
-      export PATH=${PWD}/cmake-bin/bin:${PATH};
-    fi
-  - git submodule update --init --recursive
-  - mkdir -p build/debug
-  - cd build/debug
-  - cmake ../.. -DCMAKE_BUILD_TYPE=Debug -DCMAKE_CXX_COMPILER=$_CXX -DCMAKE_C_COMPILER=$_CC -DANTHEM_BUILD_TESTS=ON
-  - make -j3 anthem-app && make -j3 run-tests
+  - docker run --mount source=$(pwd),target=/app,type=bind -w /app ${distribution} /bin/bash -c ".ci/ci.sh"