diff --git a/Dockerfile.rhoai b/Dockerfile.rhoai
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+# Build the manager binary
+FROM registry.access.redhat.com/ubi9/go-toolset:1.21 as builder
+
+WORKDIR /workspace
+
+RUN git config --global --add safe.directory /workspace
+
+# Copy the Go Modules manifests
+COPY go.mod go.mod
+COPY go.sum go.sum
+# cache deps before building and copying source so that we don't need to re-download as much
+# and so that source changes don't invalidate our downloaded layer
+RUN go mod download
+
+# Copy the go source
+COPY . .
+
+# Build
+RUN make build GO_BUILD_ENV='CGO_ENABLED=1 GOOS=linux'
+
+FROM registry.access.redhat.com/ubi9/ubi:latest
+
+WORKDIR /
+USER root
+COPY --from=builder /workspace/bin/manager /manager
+USER 65532:65532
+
+ENTRYPOINT ["/manager"]
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