diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000000..168226f44a
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,48 @@
+name: GitHub CI
+
+on:
+  pull_request:
+  push:
+  schedule:
+    - cron: 0 0 * * 0
+
+defaults:
+  run:
+    shell: 'bash -Eeuo pipefail -x {0}'
+
+jobs:
+  generate-jobs:
+    name: Generate Jobs
+    runs-on: ubuntu-latest
+    outputs:
+      strategy: ${{ steps.generate-jobs.outputs.strategy }}
+    steps:
+      - uses: actions/checkout@v2
+      - id: generate-jobs
+        name: Generate Jobs
+        run: |
+          git clone --depth 1 https://github.com/docker-library/bashbrew.git -b master ~/bashbrew
+          strategy="$(~/bashbrew/scripts/github-actions/generate.sh)"
+          strategy="$(~/bashbrew/scripts/github-actions/munge-i386.sh -c <<<"$strategy")"
+          jq . <<<"$strategy" # sanity check / debugging aid
+          echo "::set-output name=strategy::$strategy"
+
+  test:
+    needs: generate-jobs
+    strategy: ${{ fromJson(needs.generate-jobs.outputs.strategy) }}
+    name: ${{ matrix.name }}
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v2
+      - name: Prepare Environment
+        run: ${{ matrix.runs.prepare }}
+      - name: Pull Dependencies
+        run: ${{ matrix.runs.pull }}
+      - name: Build ${{ matrix.name }}
+        run: ${{ matrix.runs.build }}
+      - name: History ${{ matrix.name }}
+        run: ${{ matrix.runs.history }}
+      - name: Test ${{ matrix.name }}
+        run: ${{ matrix.runs.test }}
+      - name: '"docker images"'
+        run: ${{ matrix.runs.images }}
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index adfc34a9a1..0000000000
--- a/.travis.yml
+++ /dev/null
@@ -1,20 +0,0 @@
-language: bash
-services: docker
-
-env:
-  - NAME=6.0 WORKDIR=stable/debian
-  - NAME=6.5 WORKDIR=fresh/debian
-install:
-  - git clone https://github.com/docker-library/official-images.git ~/official-images
-
-before_script:
-  - env | sort
-  - cd "${WORKDIR}"
-  - image="varnish:${NAME}"
-
-script:
-  - travis_retry docker build -t "$image" .
-  - ~/official-images/test/run.sh "$image"
-
-after_script:
-  - docker images
diff --git a/README.md b/README.md
index fcd9bff44f..fd2b439f82 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,14 @@
-[![Build Status](https://travis-ci.org/varnish/docker-varnish.svg?branch=master)](https://travis-ci.org/varnish/docker-varnish)
+[![GitHub CI build status badge](https://github.com/varnish/docker-varnish/workflows/GitHub%20CI/badge.svg)](https://github.com/varnish/docker-varnish/actions?query=workflow%3A%22GitHub+CI%22)
+<!--[![update.sh build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/update.sh/job/varnish.svg?label=Automated%20update.sh)](https://doi-janky.infosiftr.net/job/update.sh/job/varnish/)
+[![amd64 build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/multiarch/job/amd64/job/varnish.svg?label=amd64)](https://doi-janky.infosiftr.net/job/multiarch/job/amd64/job/varnish)
+[![arm32v5 build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/multiarch/job/arm32v5/job/varnish.svg?label=arm32v5)](https://doi-janky.infosiftr.net/job/multiarch/job/arm32v5/job/varnish)
+[![arm32v6 build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/multiarch/job/arm32v6/job/varnish.svg?label=arm32v6)](https://doi-janky.infosiftr.net/job/multiarch/job/arm32v6/job/varnish)
+[![arm32v7 build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/multiarch/job/arm32v7/job/varnish.svg?label=arm32v7)](https://doi-janky.infosiftr.net/job/multiarch/job/arm32v7/job/varnish)
+[![arm64v8 build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/multiarch/job/arm64v8/job/varnish.svg?label=arm64v8)](https://doi-janky.infosiftr.net/job/multiarch/job/arm64v8/job/varnish)
+[![i386 build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/multiarch/job/i386/job/varnish.svg?label=i386)](https://doi-janky.infosiftr.net/job/multiarch/job/i386/job/varnish)
+[![mips64le build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/multiarch/job/mips64le/job/varnish.svg?label=mips64le)](https://doi-janky.infosiftr.net/job/multiarch/job/mips64le/job/varnish)
+[![ppc64le build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/multiarch/job/ppc64le/job/varnish.svg?label=ppc64le)](https://doi-janky.infosiftr.net/job/multiarch/job/ppc64le/job/varnish)
+[![s390x build status badge](https://img.shields.io/jenkins/s/https/doi-janky.infosiftr.net/job/multiarch/job/s390x/job/varnish.svg?label=s390x)](https://doi-janky.infosiftr.net/job/multiarch/job/s390x/job/varnish)-->
 
 This is the source repository use to build the official [Varnish Docker image](https://hub.docker.com/_/varnish).
 
diff --git a/populate.sh b/populate.sh
index 056eb7635d..3e035611d5 100755
--- a/populate.sh
+++ b/populate.sh
@@ -103,46 +103,9 @@ populate_library() {
 	done
 }
 
-update_travis() {
-	name=$1
-	workdir=`echo $CONFIG | jq -r ".[\"$1\"][\"workdir\"]"`
-	echo "  - NAME=$name WORKDIR=$workdir" >> .travis.yml
-}
-
-populate_travis(){
-	cat > .travis.yml << EOF
-language: bash
-services: docker
-
-env:
-EOF
-
-	for i in `echo $CONFIG | jq -r 'keys | .[]'`; do
-		update_travis $i
-	done
-
-	cat >> .travis.yml << EOF
-install:
-  - git clone https://github.com/docker-library/official-images.git ~/official-images
-
-before_script:
-  - env | sort
-  - cd "\${WORKDIR}"
-  - image="varnish:\${NAME}"
-
-script:
-  - travis_retry docker build -t "\$image" .
-  - ~/official-images/test/run.sh "\$image"
-
-after_script:
-  - docker images
-EOF
-}
-
 case "$1" in
 	dockerfiles)
 		populate_dockerfiles
-		populate_travis
 		;;
 	library)
 		populate_library