diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..0dcfc47
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,130 @@
+name: CI
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+  schedule:
+    - cron: "0 0 * * *"
+
+defaults:
+  run:
+    shell: bash
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    container:
+      image: vespaengine/vespa-build-almalinux-8:latest
+
+    steps:
+      - name: Setup tools
+        run: |
+          dnf config-manager --add-repo https://raw.githubusercontent.com/vespa-engine/vespa/master/dist/vespa-engine.repo
+
+          LATEST="$(curl -SsL https://api.github.com/repos/sibprogrammer/xq/releases/latest | jq -r '.tag_name')"
+          curl -sSL -o xq.tar.gz https://github.com/sibprogrammer/xq/releases/latest/download/xq_${LATEST//v/}_linux_amd64.tar.gz
+          tar -xzf xq.tar.gz
+          mv xq /usr/local/bin/xq
+
+      - name: Get Latest Vespa version
+        id: vespa-metadata
+        run: |
+          VESPA_VERSION=$(curl -sSL https://repo1.maven.org/maven2/com/yahoo/vespa/parent/maven-metadata.xml | \
+           xq -x '/metadata/versioning/latest')
+          echo "Using version: $VESPA_VERSION"
+          echo "version=$VESPA_VERSION" >> $GITHUB_OUTPUT
+
+      - name: Configure Git
+        env:
+          VESPA_VERSION: ${{ steps.vespa-metadata.outputs.version }}
+        run: |
+          git config --global --add safe.directory "$(pwd)"
+          git config --global user.email "bot+actions@vespa.ai"
+          git config --global user.name "GitHub Actions"
+
+      - uses: actions/checkout@v4
+
+      - name: build-rpm
+        env:
+          VESPA_VERSION: ${{ steps.vespa-metadata.outputs.version }}
+        run: |
+          git tag -d "v$VESPA_VERSION" || true
+          git tag -a "v$VESPA_VERSION" -m "Version $VESPA_VERSION"
+
+          mkdir builds
+          make -f .copr/Makefile rpm outdir=$(pwd)/builds
+
+          git status
+          ls -lA builds
+
+      - uses: actions/upload-artifact@v4
+        with:
+          name: vespa-rpm
+          path: builds
+          retention-days: 1
+
+  test:
+    runs-on: ubuntu-latest
+
+    needs:
+      - build
+
+    services:
+      registry:
+        image: registry:2
+        ports:
+          - 5000:5000
+
+    env:
+      BASE_IMAGE_TAG: "localhost:5000/almalinux-vespa"
+      ANNBENCH_IMAGE_TAG: "ann-benchmark"
+      ANNBENCH_REPO_ROOT: "${{ github.workspace }}/ann-benchmarks-repo"
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/download-artifact@v4
+        with:
+          name: vespa-rpm
+
+      - name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v3
+        with:
+          # network=host driver-opt needed to push to local registry
+          driver-opts: network=host
+
+      - name: Build
+        uses: docker/build-push-action@v6
+        with:
+          context: .
+          push: true
+          tags: "${{ env.BASE_IMAGE_TAG }}"
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - uses: actions/checkout@v4
+        with:
+          repository: erikbern/ann-benchmarks
+          path: ${{ env.ANNBENCH_REPO_ROOT }}
+
+      - name: Build
+        uses: docker/build-push-action@v6
+        with:
+          load: true
+          context: ${{ env.ANNBENCH_REPO_ROOT }}
+          file: ${{ env.ANNBENCH_REPO_ROOT }}/ann_benchmarks/algorithms/vespa/Dockerfile
+          tags: "${{ env.ANNBENCH_IMAGE_TAG }}"
+          # Replace almalinux with our local image
+          build-contexts: |
+            almalinux:8=docker-image://${{ env.BASE_IMAGE_TAG }}:latest
+          cache-from: type=gha
+          cache-to: type=gha,mode=max
+
+      - name: Test
+        run: |
+          echo "No tests. Please add."
diff --git a/Dockerfile b/Dockerfile
index 3790cff..75376e3 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,5 +7,9 @@ RUN dnf -y install epel-release && \
 
 RUN --mount=type=bind,target=/include,source=.,ro \
     dnf -y module enable maven:3.8 && \
+    echo "================================================" && \
+    ls -lA /include/ && \
+    echo "================================================" && \
+    echo "$(arch)" && \
+    echo "================================================" && \
     dnf -y localinstall --enablerepo=powertools /include/vespa-ann-benchmark-[0-9].*.$(arch).rpm
-
diff --git a/screwdriver.yaml b/screwdriver.yaml
deleted file mode 100644
index 933a239..0000000
--- a/screwdriver.yaml
+++ /dev/null
@@ -1,42 +0,0 @@
-# Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
----
-shared:
-  image: vespaengine/vespa-build-almalinux-8:latest
-  environment:
-    USER_SHELL_BIN: bash
-  annotations:
-    screwdriver.cd/restrictPR: fork
-
-jobs:
-  build:
-    requires: [~pr,~commit,~sd@6386:publish-release]
-    annotations:
-      screwdriver.cd/cpu: HIGH
-      screwdriver.cd/ram: HIGH
-      screwdriver.cd/timeout: 15
-      screwdriver.cd/dockerEnabled: true
-      screwdriver.cd/dockerCpu: HIGH
-      screwdriver.cd/dockerRam: HIGH
-    steps:
-      - inspect: |
-          set -x
-      - get-vespa-version: |
-          export VESPA_VERSION=$(meta get vespa.version --external sd@6386:publish-release)
-          echo "Building for version $VESPA_VERSION"
-      - install-dependencies: |
-          dnf config-manager --add-repo https://raw.githubusercontent.com/vespa-engine/vespa/master/dist/vespa-engine.repo
-          dnf config-manager --add-repo https://download.docker.com/linux/centos/docker-ce.repo
-          dnf -y install docker-ce docker-ce-cli containerd.io
-          docker system info
-      - build-rpm: |
-          git tag -d "v$VESPA_VERSION" || true
-          git tag -a "v$VESPA_VERSION" -m "Version $VESPA_VERSION"
-          make -f .copr/Makefile rpm outdir=$(pwd)
-      - build-container-image: |
-          docker build --progress plain -t local-vespa-ann-benchmark .
-          git clone https://github.com/erikbern/ann-benchmarks
-          cd ann-benchmarks
-          sed -i -e 's,^FROM.*,FROM local-vespa-ann-benchmark,' ann_benchmarks/algorithms/vespa/Dockerfile
-          docker build --progress plain -t ann-benchmark -f ann_benchmarks/algorithms/vespa/Dockerfile .
-      - test-container: |
-          echo "No tests. Please add."