diff --git a/.github/workflows/docker.yml b/.github/workflows/docker.yml
index a2b027c88..f24669987 100644
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -3,13 +3,26 @@ on: [push, pull_request]
 
 jobs:
   docker:
+    strategy:
+      fail-fast: false
+      matrix:
+        images: [ubuntu18.04, ubuntu20.04, ubuntu22.04, debian10, debian11]
+
     runs-on: ubuntu-latest
-    timeout-minutes: 10
+    timeout-minutes: 30
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v2
+
+    - name: Cache for docker images
+      uses: satackey/action-docker-layer-caching@v0.0.11
+      # Ignore the failure of a step and avoid terminating the job.
+      continue-on-error: true
+      with:
+        path: ~/.cache/images
+        key: ${{ matrix.images }}-cache-images
 
-    - name: Build the Docker image
-      run: docker-compose build main
+    - name: Docker Build ${{ matrix.images }}
+      run: docker-compose pull ${{ matrix.images }}
 
-    - name: Run the tests in Docker
-      run: docker-compose run main ./tests.sh
+    - name: Test on ${{ matrix.images }}
+      run: docker-compose run ${{ matrix.images }} ./tests.sh
diff --git a/Dockerfile b/Dockerfile
index 02715de6e..d1b196a28 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,7 +7,9 @@
 # For development, mount the directory so the host changes are reflected into container:
 #   docker run -it --cap-add=SYS_PTRACE --security-opt seccomp=unconfined -v `pwd`:/pwndbg pwndbg bash
 #
-FROM ubuntu:20.04
+
+ARG image=ubuntu:20.04
+FROM $image
 
 WORKDIR /pwndbg
 
diff --git a/docker-compose.yml b/docker-compose.yml
index 18381602a..637b9c7af 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -1,6 +1,6 @@
 version: "3.8"
 services:
-  main:
+  main: &base-spec
     build: .
     volumes:
       - .:/pwndbg
@@ -9,3 +9,38 @@ services:
       - seccomp:unconfined
     cap_add:
       - SYS_PTRACE
+
+  ubuntu18.04:
+    <<: *base-spec
+    build:
+      context: .
+      args:
+        image: ubuntu:18.04
+
+  ubuntu20.04:
+    <<: *base-spec
+    build:
+      context: .
+      args:
+        image: ubuntu:20.04
+
+  ubuntu22.04:
+    <<: *base-spec
+    build:
+      context: .
+      args:
+        image: ubuntu:22.04
+
+  debian10:
+    <<: *base-spec
+    build:
+      context: .
+      args:
+        image: debian:10
+
+  debian11:
+    <<: *base-spec
+    build:
+      context: .
+      args:
+        image: debian:11