diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 0000000..61b0ec1
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,23 @@
+name: 'Run windup integration tests'
+
+on:
+  workflow_dispatch:
+  push:
+  pull_request:
+
+jobs:
+  run-windup-test:
+    name: Run windup tests
+    runs-on: ubuntu-20.04
+    strategy:
+      fail-fast: false
+    steps:
+    - uses: actions/checkout@v3
+    - name: build base Dockerfile
+      run: docker build -f Dockerfile -t quay.io/konveyor/jdtls-server-base:testing .
+    - name: build testing Dockerfile
+      run: docker build -f test/Dockerfile -t testing .
+    - name: Run openshift tests
+      run: docker run -it testing test /windup-rulesets/rules/rules-reviewed/openshift
+    - name: Run azure tests
+      run: docker run -it testing test /windup-rulesets/rules/rules-reviewed/azure
diff --git a/test/Dockerfile b/test/Dockerfile
new file mode 100644
index 0000000..07c360a
--- /dev/null
+++ b/test/Dockerfile
@@ -0,0 +1,23 @@
+FROM golang:1.18 as builder
+
+WORKDIR /windup-shim 
+RUN git clone -b master --single-branch https://github.com/fabianvf/windup-rulesets-yaml.git /windup-shim
+RUN go build -o windup-shim main.go
+
+WORKDIR /analyzer-lsp
+RUN git clone -b main --single-branch https://github.com/konveyor/analyzer-lsp.git /analyzer-lsp
+RUN make build
+
+FROM quay.io/konveyor/jdtls-server-base:testing
+
+COPY --from=builder /analyzer-lsp/konveyor-analyzer /usr/bin/konveyor-analyzer
+COPY --from=builder /analyzer-lsp/provider_container_settings.json /analyzer-lsp/provider_settings.json
+
+RUN microdnf install git -y 
+RUN git clone -b master --depth=1 --progress --verbose --single-branch https://github.com/windup/windup-rulesets.git /windup-rulesets
+
+COPY --from=builder /windup-shim/windup-shim /usr/bin/windup-shim
+
+WORKDIR /windup-shim
+
+ENTRYPOINT ["windup-shim"]