diff --git a/.github/workflows/dev.yml b/.github/workflows/dev.yml
new file mode 100644
index 0000000..2a4f62e
--- /dev/null
+++ b/.github/workflows/dev.yml
@@ -0,0 +1,52 @@
+name: Dockcross CI dev
+
+on:
+  push:
+    branches:
+    - '*'
+  pull_request:
+    branches:
+    - '*'
+
+jobs:
+  base:
+    name: base
+    runs-on: ubuntu-20.04
+    steps:
+      - uses: actions/checkout@v2
+      - name: build
+        run: make base
+      - name: test
+        run: make base.test
+      - name: archive base
+        run: |
+            mkdir -p cache
+            docker save -o ./cache/base.tar dockcross/base:latest
+      - name: save base
+        uses: actions/upload-artifact@v2
+        with:
+          name: cache
+          path: ./cache
+          retention-days: 1
+
+  image:
+    name: ${{ matrix.arch_name }}
+    needs: base
+    runs-on: ubuntu-20.04
+    strategy:
+      fail-fast: false
+      matrix:
+        arch_name: [android-arm, android-arm64, android-x86, android-x86_64, web-wasm, linux-arm64, linux-arm64-musl, linux-armv5, linux-armv5-musl, linux-armv6, linux-armv6-musl, linux-armv7, linux-armv7a, linux-armv7l-musl, linux-s390x, linux-x64, linux-x86, manylinux1-x64, manylinux1-x86, manylinux2010-x64, manylinux2010-x86, manylinux2014-x64, manylinux2014-x86, manylinux2014-aarch64, windows-static-x64, windows-static-x64-posix, windows-static-x86, windows-shared-x64, windows-shared-x64-posix, windows-shared-x86]
+    steps:
+      - uses: actions/checkout@v2
+      - uses: actions/download-artifact@v2
+        with:
+          name: cache
+          path: ./cache
+      - name: load base
+        run: docker load -i ./cache/base.tar
+      - name: build
+        run: make ${{ matrix.arch_name }}
+      - name: test
+        run: make ${{ matrix.arch_name }}.test
+ 
diff --git a/Dockerfile.in b/Dockerfile.in
index 53ae7e8..2ac5847 100644
--- a/Dockerfile.in
+++ b/Dockerfile.in
@@ -1,4 +1,4 @@
-FROM debian:stretch-20190326-slim
+FROM debian:stable-20210408-slim
 MAINTAINER Matt McCormick "matt.mccormick@kitware.com"
 
 #include "common.debian"