diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
new file mode 100644
index 000000000..2fd8d94ea
--- /dev/null
+++ b/.gitlab-ci.yml
@@ -0,0 +1,25 @@
+image: registry.gitlab.gnome.org/gnome/gtk/gtk-3-24:v2
+
+stages:
+  - build
+
+cache:
+  paths:
+    - _ccache/
+
+fedora-autotools:
+  stage: build
+  script:
+   - bash -x ./.gitlab-ci/test-docker-autotools.sh
+
+msys2-mingw32-autotools:
+  when: manual
+  variables:
+    MSYSTEM: "MINGW32"
+    CHERE_INVOKING: "yes"
+  stage: build
+  tags:
+    - win32
+  script:
+    - C:\msys64\usr\bin\pacman --noconfirm -Syyuu
+    - C:\msys64\usr\bin\bash -lc "bash -x ./.gitlab-ci/test-msys2-autotools.sh"
diff --git a/.gitlab-ci/test-docker-autotools.sh b/.gitlab-ci/test-docker-autotools.sh
new file mode 100755
index 000000000..396624054
--- /dev/null
+++ b/.gitlab-ci/test-docker-autotools.sh
@@ -0,0 +1,14 @@
+#!/bin/bash
+
+set -e
+
+mkdir -p _ccache
+export CCACHE_BASEDIR="$(pwd)"
+export CCACHE_DIR="${CCACHE_BASEDIR}/_ccache"
+
+mkdir _build
+cd _build
+../autogen.sh \
+    --enable-xinerama \
+    --enable-gtk-doc
+make -j8
diff --git a/.gitlab-ci/test-msys2-autotools.sh b/.gitlab-ci/test-msys2-autotools.sh
new file mode 100644
index 000000000..656bac26b
--- /dev/null
+++ b/.gitlab-ci/test-msys2-autotools.sh
@@ -0,0 +1,44 @@
+#!/bin/bash
+
+set -e
+
+if [[ "$MSYSTEM" == "MINGW32" ]]; then
+    export MSYS2_ARCH="i686"
+else
+    export MSYS2_ARCH="x86_64"
+fi
+
+# Update everything
+pacman --noconfirm -Suy
+
+# Install the required packages
+pacman --noconfirm -S --needed \
+    base-devel \
+    mingw-w64-$MSYS2_ARCH-toolchain \
+    mingw-w64-$MSYS2_ARCH-ccache \
+    mingw-w64-$MSYS2_ARCH-pkg-config \
+    mingw-w64-$MSYS2_ARCH-gobject-introspection \
+    mingw-w64-$MSYS2_ARCH-adwaita-icon-theme \
+    mingw-w64-$MSYS2_ARCH-atk \
+    mingw-w64-$MSYS2_ARCH-cairo \
+    mingw-w64-$MSYS2_ARCH-gdk-pixbuf2 \
+    mingw-w64-$MSYS2_ARCH-glib2 \
+    mingw-w64-$MSYS2_ARCH-json-glib \
+    mingw-w64-$MSYS2_ARCH-libepoxy \
+    mingw-w64-$MSYS2_ARCH-pango \
+    mingw-w64-$MSYS2_ARCH-shared-mime-info \
+    mingw-w64-$MSYS2_ARCH-gtk-doc
+
+mkdir -p _ccache
+export CCACHE_BASEDIR="$(pwd)"
+export CCACHE_DIR="${CCACHE_BASEDIR}/_ccache"
+export CC="ccache gcc"
+
+# Build
+ccache --zero-stats
+ccache --show-stats
+
+./autogen.sh
+make -j4
+
+ccache --show-stats