diff --git a/.github/images/centos.Dockerfile b/.github/images/centos.Dockerfile
new file mode 100644
index 0000000..b0444ad
--- /dev/null
+++ b/.github/images/centos.Dockerfile
@@ -0,0 +1,19 @@
+ARG image=centos:8
+FROM $image
+
+# Install dependencies
+RUN yum update -y
+RUN yum groupinstall -y 'Development Tools'
+RUN yum install -y autoconf automake findutils
+
+# Add source code
+ADD . /src
+WORKDIR /src
+
+# Run steps
+RUN ./bootstrap
+RUN ./configure
+RUN make
+RUN make check
+RUN make distcheck
+
diff --git a/.github/images/centos:7.Dockerfile b/.github/images/centos:7.Dockerfile
new file mode 120000
index 0000000..30ee1a5
--- /dev/null
+++ b/.github/images/centos:7.Dockerfile
@@ -0,0 +1 @@
+centos.Dockerfile
\ No newline at end of file
diff --git a/.github/images/centos:8.Dockerfile b/.github/images/centos:8.Dockerfile
new file mode 120000
index 0000000..30ee1a5
--- /dev/null
+++ b/.github/images/centos:8.Dockerfile
@@ -0,0 +1 @@
+centos.Dockerfile
\ No newline at end of file
diff --git a/.github/images/debian.Dockerfile b/.github/images/debian.Dockerfile
new file mode 100644
index 0000000..59f9c47
--- /dev/null
+++ b/.github/images/debian.Dockerfile
@@ -0,0 +1,22 @@
+ARG image=debian:buster
+FROM $image
+
+# From https://github.com/docker-library/postgres/blob/69bc540ecfffecce72d49fa7e4a46680350037f9/9.6/Dockerfile#L21-L24
+RUN apt-get update && apt-get install -y locales && rm -rf /var/lib/apt/lists/* \
+    && localedef -i en_US -c -f UTF-8 -A /usr/share/locale/locale.alias en_US.UTF-8
+ENV LANG en_US.utf8
+
+# Install dependencies
+RUN apt-get update && apt-get dist-upgrade -y && apt-get install -y build-essential autoconf automake markdown && rm -rf /var/lib/apt/lists/*
+
+# Add source code
+ADD . /src
+WORKDIR /src
+
+# Run steps
+RUN ./bootstrap
+RUN ./configure
+RUN make
+RUN make check
+RUN make distcheck
+
diff --git a/.github/images/debian:buster.Dockerfile b/.github/images/debian:buster.Dockerfile
new file mode 120000
index 0000000..504b510
--- /dev/null
+++ b/.github/images/debian:buster.Dockerfile
@@ -0,0 +1 @@
+debian.Dockerfile
\ No newline at end of file
diff --git a/.github/images/debian:stretch.Dockerfile b/.github/images/debian:stretch.Dockerfile
new file mode 120000
index 0000000..504b510
--- /dev/null
+++ b/.github/images/debian:stretch.Dockerfile
@@ -0,0 +1 @@
+debian.Dockerfile
\ No newline at end of file
diff --git a/.github/images/fedora:30.Dockerfile b/.github/images/fedora:30.Dockerfile
new file mode 120000
index 0000000..30ee1a5
--- /dev/null
+++ b/.github/images/fedora:30.Dockerfile
@@ -0,0 +1 @@
+centos.Dockerfile
\ No newline at end of file
diff --git a/.github/images/fedora:31.Dockerfile b/.github/images/fedora:31.Dockerfile
new file mode 120000
index 0000000..30ee1a5
--- /dev/null
+++ b/.github/images/fedora:31.Dockerfile
@@ -0,0 +1 @@
+centos.Dockerfile
\ No newline at end of file
diff --git a/.github/images/ubuntu:bionic.Dockerfile b/.github/images/ubuntu:bionic.Dockerfile
new file mode 120000
index 0000000..504b510
--- /dev/null
+++ b/.github/images/ubuntu:bionic.Dockerfile
@@ -0,0 +1 @@
+debian.Dockerfile
\ No newline at end of file
diff --git a/.github/images/ubuntu:xenial.Dockerfile b/.github/images/ubuntu:xenial.Dockerfile
new file mode 120000
index 0000000..504b510
--- /dev/null
+++ b/.github/images/ubuntu:xenial.Dockerfile
@@ -0,0 +1 @@
+debian.Dockerfile
\ No newline at end of file
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 0000000..c835a55
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,20 @@
+name: Build and test (single linux distro)
+
+on: [push, pull_request]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v1
+    - name: bootstrap
+      run: ./bootstrap
+    - name: configure
+      run: ./configure
+    - name: make
+      run: make
+    - name: make check
+      run: make check
+    - name: make distcheck
+      run: make distcheck
+
diff --git a/.github/workflows/matrixbuild.yml b/.github/workflows/matrixbuild.yml
new file mode 100644
index 0000000..ba8f72c
--- /dev/null
+++ b/.github/workflows/matrixbuild.yml
@@ -0,0 +1,23 @@
+name: Build and test (linux matrix)
+
+on: [push]
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    strategy:
+      fail-fast: false
+      matrix:
+        dockerenv:
+          - debian:buster
+          - debian:stretch
+          - ubuntu:bionic
+          - ubuntu:xenial
+          - centos:8
+          - centos:7
+          - fedora:31
+          - fedora:30
+    steps:
+    - uses: actions/checkout@v1
+    - name: Run build on ${{matrix.dockerenv}}
+      run: docker build . --file .github/images/${{matrix.dockerenv}}.Dockerfile --build-arg image=${{matrix.dockerenv}}