diff --git a/.circleci/config.yml b/.circleci/config.yml
new file mode 100644
index 0000000..6dfedb7
--- /dev/null
+++ b/.circleci/config.yml
@@ -0,0 +1,76 @@
+version: 2.1
+jobs:
+  misc-doxygen:
+    docker:
+      - image: bebehei/dunst:misc-doxygen-dev
+    environment:
+      SYSTEMD: 0
+      SERVICEDIR_DBUS: /tmp/none
+      SERVICEDIR_SYSTEMD: /tmp/none
+      PKG_CONFIG: echo
+    steps:
+      - checkout
+      - run: make -j doc-doxygen
+
+  compileandtest:
+    environment:
+      CFLAGS: -Werror
+    parameters:
+      distro:
+        type: string
+    docker:
+      - image: bebehei/dunst:<<parameters.distro>>-dev
+    steps:
+      - checkout
+      - run: make CC=clang -j all dunstify test/test
+      - run: make CC=clang -j test-valgrind
+      - run: make             clean
+      - run: make CC=gcc   -j all dunstify test/test
+      - run: make CC=gcc   -j test-valgrind
+      - run: make             clean
+      - run: make          -j test-coverage
+
+workflows:
+  version: 2
+  build-in-docker:
+    jobs:
+      - misc-doxygen
+      - compileandtest:
+          name: Alpine
+          distro: alpine
+      - compileandtest:
+          name: Debian Stretch
+          distro: debian-stretch
+          requires:
+            - misc-doxygen
+            - Alpine
+      - compileandtest:
+          name: Arch Linux
+          distro: archlinux
+          requires:
+            - misc-doxygen
+            - Alpine
+      - compileandtest:
+          name: Fedora 30
+          distro: fedora30
+          requires:
+            - misc-doxygen
+            - Alpine
+      - compileandtest:
+          name: Ubuntu 14.04
+          distro: ubuntu-trusty
+          requires:
+            - misc-doxygen
+            - Alpine
+      - compileandtest:
+          name: Ubuntu 16.04
+          distro: ubuntu-xenial
+          requires:
+            - misc-doxygen
+            - Alpine
+      - compileandtest:
+          name: Ubuntu 18.04
+          distro: ubuntu-bionic
+          requires:
+            - misc-doxygen
+            - Alpine
diff --git a/.valgrind.suppressions b/.valgrind.suppressions
index 7a55394..7201368 100644
--- a/.valgrind.suppressions
+++ b/.valgrind.suppressions
@@ -1,3 +1,11 @@
+# Ignore musls' weird error
+{
+   musl_alpine_libc
+   Memcheck:Free
+   fun:free
+   obj:/lib/ld-musl-x86_64.so.1
+}
+
 # rsvg_error_handle_close got fixed in
 # - GNOME/librsvg@7bf1014
 # (2018-11-12, first tags: v2.45.0, v2.44.9)