diff --git a/.gitignore b/.gitignore
index 9f51a21..d752dc7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -16,4 +16,7 @@
 # Dependency directories (remove the comment below to include it)
 # vendor/
 
-custom-k8s-metrics-demo/main
\ No newline at end of file
+custom-k8s-metrics-demo/main
+
+automatic-authz-envoy-opa/__pycache__
+**/__pycache__/
diff --git a/automatic-authz-envoy-opa/README.md b/automatic-authz-envoy-opa/README.md
new file mode 100644
index 0000000..50a4136
--- /dev/null
+++ b/automatic-authz-envoy-opa/README.md
@@ -0,0 +1,21 @@
+## Automatic AuthZ through with Envoy and OPA
+
+This demo showcases how to configure Envoy and OPA to automatically authorize requests based on traffic patterns seen from Pixie's protocol tracing data.
+
+### Prerequisites
+- `kubectl` installed
+- K8s cluster with Pixie installed and `px` cli installed. Follow the instructions [here](https://docs.px.dev/installing-pixie/install-schemes/cli/).
+- AWS account with an S3 bucket and access key and secret key with permissions to read and write to the bucket.
+
+
+### Deployment
+1. Update OTel Collector configuration with S3 bucket details and add credential files used by `kustomize`
+- Add the AWS access key and secret key to the envoy-opa/otel-collector/{AWS_ACCESS_KEY_ID,AWS_SECRET_ACCESS_KEY} files and to your `~/.aws/credentials` file. Note: Make sure your credentials files 
+- S3 bucket details modified in `envoy-opa/otel-collector/otel-collector-config.yaml`. Search for the `PLACEHOLDER` comment for the locations to modify.
+
+2. Clone the repo and change the OPA bundle location in envoy-opa/kustomization.yaml to your fork
+
+3. Deploy the application
+```bash
+$ ./deploy-spire-and-demo-applications.sh
+```
diff --git a/automatic-authz-envoy-opa/data/otel-export-authz-with-spiffe.json b/automatic-authz-envoy-opa/data/otel-export-authz-with-spiffe.json
new file mode 100644
index 0000000..bae09b3
--- /dev/null
+++ b/automatic-authz-envoy-opa/data/otel-export-authz-with-spiffe.json
@@ -0,0 +1,23 @@
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utes":[{"key":"client.service.name","value":{"stringValue":""}},{"key":"client.k8s.pod.name","value":{"stringValue":"localhost"}},{"key":"client.k8s.deployment.name","value":{"stringValue":""}},{"key":"client.k8s.namespace.name","value":{"stringValue":""}},{"key":"client.k8s.node.name","value":{"stringValue":""}},{"key":"http.xfcc_uri","value":{"stringValue":"URI=spiffe://example.org/ns/default/sa/default/frontend-2"}},{"key":"http.method","value":{"stringValue":"GET"}},{"key":"http.url","value":{"stringValue":"/transactions/transaction_2"}},{"key":"http.target","value":{"stringValue":"/transactions/transaction_2"}},{"key":"http.host","value":{"stringValue":""}},{"key":"http.status_code","value":{"intValue":"200"}}],"status":{}}]}]},{"resource":{"attributes":[{"key":"service.name","value":{"stringValue":"backend-envoy"}},{"key":"server.k8s.pod.name","value":{"stringValue":"backend-6df7bb8866-j67m6"}},{"key":"server.k8s.deployment.name","value":{"stringValue":"default/backend"}},{"key":"server.k8s.namespace.name","value":{"stringValue":"default"}},{"key":"server.k8s.node.name","value":{"stringValue":"gke-dev-cluster-ddelnano-default-pool-ea191b40-q0bf"}},{"key":"http.xfcc_by","value":{"stringValue":"By=spiffe://example.org/ns/default/sa/default/backend"}},{"key":"px.cluster.id","value":{"stringValue":"7bc3e1d0-9eb7-48aa-b6c7-1d05a5bf6e48"}},{"key":"k8s.cluster.name","value":{"stringValue":"gke_csmc-dev_us-west1-a_dev-cluster-ddelnano_b1c29e3a"}},{"key":"instrumentation.provider","value":{"stringValue":"pixie"}},{"key":"px.cloud.address","value":{"stringValue":"testing.getcosmic.ai:443"}}]},"scopeSpans":[{"scope":{},"spans":[{"traceId":"b17b8ff49fa012cf56905f4606031b07","spanId":"762b7cfb4a537b5f","parentSpanId":"","name":"/profiles/profile_1","kind":2,"startTimeUnixNano":"1728488564843218861","endTimeUnixNano":"1728488564843370872","attributes":[{"key":"client.service.name","value":{"stringValue":""}},{"key":"client.k8s.pod.name","value":{"stringValue":"localhost"}},{"key":"client.k8s.deployment.name","value":{"stringValue":""}},{"key":"client.k8s.namespace.name","value":{"stringValue":""}},{"key":"client.k8s.node.name","value":{"stringValue":""}},{"key":"http.xfcc_uri","value":{"stringValue":"URI=spiffe://example.org/ns/default/sa/default/frontend"}},{"key":"http.method","value":{"stringValue":"GET"}},{"key":"http.url","value":{"stringValue":"/profiles/profile_1"}},{"key":"http.target","value":{"stringValue":"/profiles/profile_1"}},{"key":"http.host","value":{"stringValue":""}},{"key":"http.status_code","value":{"intValue":"200"}}],"status":{}}]}]},{"resource":{"attributes":[{"key":"service.name","value":{"stringValue":"backend-envoy"}},{"key":"server.k8s.pod.name","value":{"stringValue":"backend-6df7bb8866-j67m6"}},{"key":"server.k8s.deployment.name","value":{"stringValue":"default/backend"}},{"key":"server.k8s.namespace.name","value":{"stringValue":"default"}},{"key":"server.k8s.node.name","value":{"stringValue":"gke-dev-cluster-ddelnano-default-pool-ea191b40-q0bf"}},{"key":"http.xfcc_by","value":{"stringValue":"By=spiffe://example.org/ns/default/sa/default/backend"}},{"key":"px.cluster.id","value":{"stringValue":"7bc3e1d0-9eb7-48aa-b6c7-1d05a5bf6e48"}},{"key":"k8s.cluster.name","value":{"stringValue":"gke_csmc-dev_us-west1-a_dev-cluster-ddelnano_b1c29e3a"}},{"key":"instrumentation.provider","value":{"stringValue":"pixie"}},{"key":"px.cloud.address","value":{"stringValue":"testing.getcosmic.ai:443"}}]},"scopeSpans":[{"scope":{},"spans":[{"traceId":"c9a436c02134e303227e5a9d3fb69460","spanId":"b60988bce29ff288","parentSpanId":"","name":"/transactions/transaction_1","kind":2,"startTimeUnixNano":"1728488564856344163","endTimeUnixNano":"1728488564856496917","attributes":[{"key":"client.service.name","value":{"stringValue":""}},{"key":"client.k8s.pod.name","value":{"stringValue":"localhost"}},{"key":"client.k8s.deployment.name","value":{"stringValue":""}},{"key":"client.k8s.namespace.name","value":{"stringValue":""}},{"key":"client.k8s.node.name","value":{"stringValue":""}},{"key":"http.xfcc_uri","value":{"stringValue":"URI=spiffe://example.org/ns/default/sa/default/frontend"}},{"key":"http.method","value":{"stringValue":"GET"}},{"key":"http.url","value":{"stringValue":"/transactions/transaction_1"}},{"key":"http.target","value":{"stringValue":"/transactions/transaction_1"}},{"key":"http.host","value":{"stringValue":""}},{"key":"http.status_code","value":{"intValue":"200"}}],"status":{}}]}]}]}
diff --git a/automatic-authz-envoy-opa/deploy-spire-and-demo-applications.sh b/automatic-authz-envoy-opa/deploy-spire-and-demo-applications.sh
new file mode 100755
index 0000000..805d277
--- /dev/null
+++ b/automatic-authz-envoy-opa/deploy-spire-and-demo-applications.sh
@@ -0,0 +1,145 @@
+#/bin/bash
+
+# This was adapted from the original script in the SPIRE repository
+# https://github.com/spiffe/spire-tutorials/blob/d27c579eb4f4e26f36f60373446c42c4ebd1e3da/k8s/envoy-x509/scripts/pre-set-env.sh
+
+set -e
+
+DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
+PREREQS_DIR="$DIR/prereqs"
+OPA_DIR="$DIR/envoy-opa"
+
+bb=$(tput bold) || true
+nn=$(tput sgr0) || true
+red=$(tput setaf 1) || true
+green=$(tput setaf 2) || true
+
+register() {
+    kubectl exec -n spire spire-server-0 -c spire-server -- /opt/spire/bin/spire-server entry create $@
+}
+
+wait_for_agent() {
+    for ((i=0;i<120;i++)); do
+        if ! kubectl -nspire rollout status statefulset/spire-server; then
+            sleep 1
+            continue
+        fi
+        if ! kubectl -nspire rollout status daemonset/spire-agent; then
+            sleep 1
+            continue
+        fi
+        if ! kubectl -nspire logs statefulset/spire-server -c spire-server | grep -e "$LOGLINE" ; then
+            sleep 1
+            continue
+        fi
+        echo "${bold}SPIRE Agent ready.${nn}"
+        RUNNING=1
+        break
+    done
+    if [ ! -n "${RUNNING}" ]; then
+        echo "${red}Timed out waiting for SPIRE Agent to be running.${nn}"
+        exit 1
+    fi
+}
+
+restart_deployments() {
+    kubectl scale deployment backend --replicas=0
+    kubectl scale deployment backend --replicas=1
+
+    kubectl scale deployment frontend --replicas=0
+    kubectl scale deployment frontend --replicas=1
+
+    kubectl scale deployment frontend-2 --replicas=0
+    kubectl scale deployment frontend-2 --replicas=1
+}
+
+wait_for_envoy() {
+    # wait until deployments are completed and Envoy is ready
+    LOGLINE="DNS hosts have changed for backend-envoy"
+
+    for ((i=0;i<30;i++)); do
+        if ! kubectl rollout status deployment/backend; then
+            sleep 1
+            continue
+        fi
+        if ! kubectl rollout status deployment/frontend; then
+            sleep 1
+            continue
+        fi
+        if ! kubectl rollout status deployment/frontend-2; then
+            sleep 1
+            continue
+        fi
+        if ! kubectl logs --tail=300 --selector=app=frontend -c envoy | grep -qe "${LOGLINE}" ; then
+            sleep 5
+            echo "Waiting until Envoy is ready..."
+            continue
+        fi
+        echo "Workloads ready."
+        WK_READY=1
+        break
+    done
+    if [ -z "${WK_READY}" ]; then
+        echo "${red}Timed out waiting for workloads to be ready.${nn}"
+        exit 1
+    fi
+}
+
+echo "${bb}Creates all the resources needed to the SPIRE Server and SPIRE Agent to be available in the cluster.${nn}"
+kubectl apply -k ${PREREQS_DIR} > /dev/null
+
+echo "${bb}Waiting until SPIRE Agent is running${nn}"
+wait_for_agent
+
+echo "${bb}Creates spire agent registration entries.${nn}"
+kubectl exec -n spire spire-server-0 -- \
+    /opt/spire/bin/spire-server entry create \
+    -node  \
+    -spiffeID spiffe://example.org/ns/spire/sa/spire-agent \
+    -selector k8s_sat:cluster:demo-cluster \
+    -selector k8s_sat:agent_ns:spire \
+    -selector k8s_sat:agent_sa:spire-agent
+
+
+echo "${green}SPIRE agent resources creation completed.${nn}"
+
+echo "${bb}Creating registration entry for the backend - envoy...${nn}"
+register \
+    -parentID spiffe://example.org/ns/spire/sa/spire-agent \
+    -spiffeID spiffe://example.org/ns/default/sa/default/backend \
+    -selector k8s:ns:default \
+    -selector k8s:sa:default \
+    -selector k8s:pod-label:app:backend \
+    -selector k8s:container-name:envoy
+
+echo "${bb}Creating registration entry for the frontend - envoy...${nn}"
+register \
+    -parentID spiffe://example.org/ns/spire/sa/spire-agent \
+    -spiffeID spiffe://example.org/ns/default/sa/default/frontend \
+    -selector k8s:ns:default \
+    -selector k8s:sa:default \
+    -selector k8s:pod-label:app:frontend \
+    -selector k8s:container-name:envoy
+
+echo "${bb}Creating registration entry for the frontend - envoy...${nn}"
+register \
+    -parentID spiffe://example.org/ns/spire/sa/spire-agent \
+    -spiffeID spiffe://example.org/ns/default/sa/default/frontend-2 \
+    -selector k8s:ns:default \
+    -selector k8s:sa:default \
+    -selector k8s:pod-label:app:frontend-2 \
+    -selector k8s:container-name:envoy
+
+echo "${bb}Listing created registration entries...${nn}"
+kubectl exec -n spire spire-server-0 -- /opt/spire/bin/spire-server entry show
+
+echo "${bb}Applying SPIRE Envoy with OPA configuration...${nn}"
+kubectl apply -k $OPA_DIR/ > /dev/null
+
+# Restarts all deployments to pickup the new configurations
+restart_deployments > /dev/null
+
+echo "${bb}Waiting until deployments and Envoy are ready...${nn}"
+wait_for_envoy > /dev/null
+
+echo "${bb}X.509 Environment creation completed.${nn}"
diff --git a/automatic-authz-envoy-opa/envoy-opa/kustomization.yaml b/automatic-authz-envoy-opa/envoy-opa/kustomization.yaml
new file mode 100644
index 0000000..0ace758
--- /dev/null
+++ b/automatic-authz-envoy-opa/envoy-opa/kustomization.yaml
@@ -0,0 +1,37 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+
+resources:
+  - https://github.com/spiffe/spire-tutorials/k8s/envoy-opa/k8s?ref=d27c579eb4f4e26f36f60373446c42c4ebd1e3da
+  - otel-collector/
+
+patches:
+    # Remove rego file from Configmap and add new configuration that loads the OPA policy
+    # from a bundle
+  - target:
+      kind: ConfigMap
+      name: backend-opa-policy-config
+    patch: |-
+      - op: remove
+        path: /data/opa-policy.rego
+      - op: replace
+        path: /data/opa-config.yaml
+        value: |
+          decision_logs:
+            console: true
+          plugins:
+            envoy_ext_authz_grpc:
+              addr: :8182
+              query: data.envoy.authz.allow
+          services:
+            - name: github
+              url: https://github.com/ddelnano/pixie-demos/raw/refs/heads/ddelnano/kubecon-2024-authz/automatic-authz-envoy-opa
+          bundles:
+            authz:
+              service: github
+              resource: opa/bundle.tar.gz
+              persist: true
+              polling:
+                min_delay_seconds: 10
+                max_delay_seconds: 20
+  - path: patches/envoy-backend.yaml
diff --git a/automatic-authz-envoy-opa/envoy-opa/otel-collector/.gitignore b/automatic-authz-envoy-opa/envoy-opa/otel-collector/.gitignore
new file mode 100644
index 0000000..3f5f0cc
--- /dev/null
+++ b/automatic-authz-envoy-opa/envoy-opa/otel-collector/.gitignore
@@ -0,0 +1,2 @@
+AWS_ACCESS_KEY_ID
+AWS_SECRET_ACCESS_KEY
diff --git a/automatic-authz-envoy-opa/envoy-opa/otel-collector/collector.yaml b/automatic-authz-envoy-opa/envoy-opa/otel-collector/collector.yaml
new file mode 100644
index 0000000..25ed218
--- /dev/null
+++ b/automatic-authz-envoy-opa/envoy-opa/otel-collector/collector.yaml
@@ -0,0 +1,144 @@
+---
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: otel-collector-conf
+  labels:
+    app: opentelemetry
+    component: otel-collector-conf
+data:
+  otel-collector-config: |
+    receivers:
+      otlp:
+        protocols:
+          grpc:
+            endpoint: 0.0.0.0:4317
+          http:
+    processors:
+      batch:
+      memory_limiter:
+        # 80% of maximum memory up to 2G
+        limit_mib: 1500
+        # 25% of limit up to 2G
+        spike_limit_mib: 512
+        check_interval: 5s
+    extensions:
+      zpages: {}
+    exporters:
+      # PLACEHOLDER: Uncomment and replace with your AWS S3 bucket details
+      # awss3:
+      #   s3uploader:
+      #     region: 'us-west-2'
+      #     s3_bucket: 'kubecon-2024-automatic-authorization'
+      #     s3_prefix: 'otel-export'
+      #     s3_partition: 'minute'
+      file:
+        path: /file-exporter/data.json
+      debug:
+        verbosity: detailed
+        sampling_initial: 5
+        sampling_thereafter: 200
+    service:
+      extensions: [zpages]
+      pipelines:
+        traces:
+          receivers: [otlp]
+          processors: [memory_limiter, batch]
+          # PLACEHOLDER: Replace the following line with the commented one
+          # to enable the AWS S3 exporter
+          # exporters: [debug, file]
+          exporters: [debug, file, awss3]
+        metrics:
+          receivers: [otlp]
+          processors: [memory_limiter, batch]
+          exporters: [debug, file]
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: otel-collector
+  labels:
+    app: opentelemetry
+    component: otel-collector
+spec:
+  ports:
+  - name: otlp-grpc # Default endpoint for OpenTelemetry gRPC receiver.
+    port: 4317
+    protocol: TCP
+    targetPort: 4317
+  - name: otlp-http # Default endpoint for OpenTelemetry HTTP receiver.
+    port: 4318
+    protocol: TCP
+    targetPort: 4318
+  - name: metrics # Default endpoint for querying metrics.
+    port: 8888
+  selector:
+    component: otel-collector
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: otel-collector
+  labels:
+    app: opentelemetry
+    component: otel-collector
+spec:
+  selector:
+    matchLabels:
+      app: opentelemetry
+      component: otel-collector
+  minReadySeconds: 5
+  progressDeadlineSeconds: 120
+  replicas: 1 #TODO - adjust this to your own requirements
+  template:
+    metadata:
+      labels:
+        app: opentelemetry
+        component: otel-collector
+    spec:
+      containers:
+      - command:
+          - "/otelcol-contrib"
+          - "--config=/conf/otel-collector-config.yaml"
+        image: otel/opentelemetry-collector-contrib:0.110.0
+        name: otel-collector
+        env:
+        - name: AWS_ACCESS_KEY_ID
+          valueFrom:
+            secretKeyRef:
+              name: otel-exporter-aws-credentials
+              key: AWS_ACCESS_KEY_ID
+        - name: AWS_SECRET_ACCESS_KEY
+          valueFrom:
+            secretKeyRef:
+              name: otel-exporter-aws-credentials
+              key: AWS_SECRET_ACCESS_KEY
+        resources:
+          limits:
+            cpu: 1
+            memory: 2Gi
+          requests:
+            cpu: 200m
+            memory: 400Mi
+        ports:
+        - containerPort: 55679 # Default endpoint for ZPages.
+        - containerPort: 4317 # Default endpoint for OpenTelemetry receiver.
+        - containerPort: 14250 # Default endpoint for Jaeger gRPC receiver.
+        - containerPort: 14268 # Default endpoint for Jaeger HTTP receiver.
+        - containerPort: 9411 # Default endpoint for Zipkin receiver.
+        - containerPort: 8888  # Default endpoint for querying metrics.
+        volumeMounts:
+        - name: otel-collector-config-vol
+          mountPath: /conf
+        - name: file-exporter
+          mountPath: /file-exporter
+      volumes:
+        - configMap:
+            name: otel-collector-conf
+            items:
+              - key: otel-collector-config
+                path: otel-collector-config.yaml
+          name: otel-collector-config-vol
+        - name: file-exporter
+          emptyDir:
+            sizeLimit: 1Gi
diff --git a/automatic-authz-envoy-opa/envoy-opa/otel-collector/kustomization.yaml b/automatic-authz-envoy-opa/envoy-opa/otel-collector/kustomization.yaml
new file mode 100644
index 0000000..2b93fa2
--- /dev/null
+++ b/automatic-authz-envoy-opa/envoy-opa/otel-collector/kustomization.yaml
@@ -0,0 +1,10 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+
+secretGenerator:
+  - name: otel-exporter-aws-credentials
+    files:
+      - AWS_ACCESS_KEY_ID
+      - AWS_SECRET_ACCESS_KEY
+resources:
+  - collector.yaml
diff --git a/automatic-authz-envoy-opa/envoy-opa/patches/envoy-backend.yaml b/automatic-authz-envoy-opa/envoy-opa/patches/envoy-backend.yaml
new file mode 100644
index 0000000..32a99d8
--- /dev/null
+++ b/automatic-authz-envoy-opa/envoy-opa/patches/envoy-backend.yaml
@@ -0,0 +1,18 @@
+$patch: merge
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: backend
+  labels:
+    app: backend
+spec:
+  template:
+    spec:
+      containers:
+        - name: opa
+          # The existing OPA image is too old for rego.v1 imports
+          image: openpolicyagent/opa:0.59.0-envoy
+          args:
+          - run
+          - --server
+          - --config-file=/run/opa/opa-config.yaml 
diff --git a/automatic-authz-envoy-opa/http_export.pxl b/automatic-authz-envoy-opa/http_export.pxl
new file mode 100644
index 0000000..752bd08
--- /dev/null
+++ b/automatic-authz-envoy-opa/http_export.pxl
@@ -0,0 +1,121 @@
+#px:set max_output_rows_per_table=1500
+
+import px
+
+def remove_ns_prefix(column):
+    return px.replace('[a-z0-9\-]*/', column, '')
+
+def add_source_dest_columns(df):
+    df.pod = df.ctx['pod']
+    df.node = df.ctx['node']
+    df.container = df.ctx['container']
+    df.deployment = df.ctx['deployment']
+
+    # If remote_addr is a pod, get its name. If not, use IP address.
+    df.ra_pod = px.pod_id_to_pod_name(px.ip_to_pod_id(df.remote_addr))
+    df.ra_name = px.select(df.ra_pod != '', df.ra_pod, px.nslookup(df.remote_addr))
+    df.ra_node = px.pod_id_to_node_name(px.ip_to_pod_id(df.remote_addr))
+    df.ra_deployment = px.pod_id_to_deployment_name(px.ip_to_pod_id(df.remote_addr))
+
+    df.is_server_tracing = df.trace_role == 2
+    # Set client and server based on trace_role.
+    df.source_pod = px.select(df.is_server_tracing, df.ra_name, df.pod)
+    df.destination_pod = px.select(df.is_server_tracing, df.pod, df.ra_name)
+    df.destination_node = px.select(df.is_server_tracing, df.node, df.ra_node)
+    df.destination_deployment = px.select(df.is_server_tracing, df.deployment, df.ra_deployment)
+
+    df.source_service = px.pod_name_to_service_name(df.source_pod)
+    df.destination_service = px.pod_name_to_service_name(df.destination_pod)
+
+    df.destination_namespace = px.pod_name_to_namespace(df.destination_pod)
+    df.source_namespace = px.pod_name_to_namespace(df.source_pod)
+    df.source_node = px.pod_id_to_node_name(px.pod_name_to_pod_id(df.source_pod))
+    df.source_deployment = px.pod_name_to_deployment_name(df.source_pod)
+    df.source_deployment = remove_ns_prefix(df.source_deployment)
+    df.source_service = remove_ns_prefix(df.source_service)
+    df.destination_service = remove_ns_prefix(df.destination_service)
+    df.source_container = px.select(df.is_server_tracing, '', df.container)
+    df.source_pod = remove_ns_prefix(df.source_pod)
+    df.destination_pod = remove_ns_prefix(df.destination_pod)
+    return df
+
+df = px.DataFrame('http_events', start_time='-5m')
+df = add_source_dest_columns(df)
+
+df = df.head(15000)
+df.start_time = df.time_ - df.latency
+df.host = px.pluck(df.req_headers, 'Host')
+df.req_url = df.host + df.req_path
+df.user_agent = px.pluck(df.req_headers, 'User-Agent')
+df.trace_id = px.pluck(df.req_headers, 'X-B3-TraceId')
+df.span_id = px.pluck(df.req_headers, 'X-B3-SpanId')
+df.parent_span_id = px.pluck(df.req_headers, 'X-B3-ParentSpanId')
+
+# Pull out the SPIFFE service information from the x-forwarded-client-cert header
+df.xfcc = px.pluck(df.req_headers, 'x-forwarded-client-cert')
+df.xfcc_parts = px.split(df.xfcc, ";")
+df.xfcc_by = px.pluck_array(df.xfcc_parts, 0)
+df.xfcc_uri = px.pluck_array(df.xfcc_parts, 2)
+
+df = df[df.xfcc != '']
+df = df.drop(['xfcc', 'xfcc_parts'])
+
+# Verify that the Pod name matches the XFCC By value. The
+# XFCC header will be used to determine the destination service.
+# In order to trust it, this verifies it matches the pod name seen
+# from Kubernetes.
+df = df[px.contains(df.xfcc_by, df.destination_deployment)]
+
+# Strip out all but the actual path value from req_path
+df.req_path = px.uri_recompose('', '', '', 0, px.pluck(px.uri_parse(df.req_path), 'path'), '', '')
+
+# Replace any Hex IDS from the path with <id>
+df.req_path = px.replace('/[a-fA-F0-9\-:]{6,}(/?)', df.req_path, '/<id>\\1')
+
+df.cluster_name = px.vizier_name()
+df.cluster_id = px.vizier_id()
+df.pixie = 'pixie'
+
+px.export(
+df, px.otel.Data(
+    endpoint=px.otel.Endpoint(
+      url='otel-collector.default.svc.cluster.local:4317',
+      insecure=True,
+    ),
+    resource={
+    'service.name': df.destination_service,
+    'server.k8s.pod.name': df.destination_pod,
+    'server.k8s.deployment.name': df.destination_deployment,
+    'server.k8s.namespace.name': df.destination_namespace,
+    'server.k8s.node.name': df.destination_node,
+    'http.xfcc_by': df.xfcc_by,
+    'px.cluster.id': df.cluster_id,
+    'k8s.cluster.name': df.cluster_name,
+    'instrumentation.provider': df.pixie,
+    },
+    data=[
+    px.otel.trace.Span(
+        name=df.req_path,
+        start_time=df.start_time,
+        end_time=df.time_,
+        trace_id=df.trace_id,
+        span_id=df.span_id,
+        parent_span_id=df.parent_span_id,
+        kind=px.otel.trace.SPAN_KIND_SERVER,
+        attributes={
+        'client.service.name': df.source_service,
+        'client.k8s.pod.name': df.source_pod,
+        'client.k8s.deployment.name': df.source_deployment,
+        'client.k8s.namespace.name': df.source_namespace,
+        'client.k8s.node.name': df.source_node,
+        'http.xfcc_uri': df.xfcc_uri,
+        'http.method': df.req_method,
+        'http.url': df.req_url,
+        'http.target': df.req_path,
+        'http.host': df.host,
+        'http.status_code': df.resp_status,
+        },
+    ),
+    ],
+),
+)
diff --git a/automatic-authz-envoy-opa/opa/bundle.tar.gz b/automatic-authz-envoy-opa/opa/bundle.tar.gz
new file mode 100644
index 0000000..279dea0
Binary files /dev/null and b/automatic-authz-envoy-opa/opa/bundle.tar.gz differ
diff --git a/automatic-authz-envoy-opa/opa/imports/backend.rego b/automatic-authz-envoy-opa/opa/imports/backend.rego
new file mode 100644
index 0000000..7faa4ce
--- /dev/null
+++ b/automatic-authz-envoy-opa/opa/imports/backend.rego
@@ -0,0 +1,33 @@
+
+package px.service.backend
+
+valid_sources := {
+  "frontend-2": [
+    {
+      "method": "GET",
+      "prefix": "/transactions/transaction_2",
+    },
+    {
+      "method": "GET",
+      "prefix": "/profiles/profile_2",
+    },
+    {
+      "method": "GET",
+      "prefix": "/balances/balance_2",
+    }
+  ],
+  "frontend": [
+    {
+      "method": "GET",
+      "prefix": "/profiles/profile_1",
+    },
+    {
+      "method": "GET",
+      "prefix": "/transactions/transaction_1",
+    },
+    {
+      "method": "GET",
+      "prefix": "/balances/balance_1",
+    }
+  ]
+}
\ No newline at end of file
diff --git a/automatic-authz-envoy-opa/opa/opa-policy.rego b/automatic-authz-envoy-opa/opa/opa-policy.rego
new file mode 100644
index 0000000..db2631d
--- /dev/null
+++ b/automatic-authz-envoy-opa/opa/opa-policy.rego
@@ -0,0 +1,52 @@
+
+package envoy.authz
+
+import rego.v1
+
+
+import data.px.service.backend
+
+
+authz_by_service := {
+        "backend": data.px.service.backend.valid_sources
+}
+
+default allow := false
+
+dest_source_spiffe_ids := dest_source_spiffe_svc if {
+    [by, _, uri_type_san] := split(input.attributes.request.http.headers["x-forwarded-client-cert"], ";")
+    [_, source_spiffe_id] := split(uri_type_san, "=")
+    source_spiffe_parts := split(source_spiffe_id, "/")
+    source_spiffe_svc := source_spiffe_parts[count(source_spiffe_parts) - 1]
+
+    [_, dest_spiffe_id] := split(by, "=")
+    dest_spiffe_parts := split(dest_spiffe_id, "/")
+    dest_spiffe_svc := dest_spiffe_parts[count(dest_spiffe_parts) - 1]
+
+    dest_source_spiffe_svc := [dest_spiffe_svc, source_spiffe_svc]
+}
+
+check_l7_access(allowed_access, path, method) if {
+    some path_method_pair in allowed_access
+    path_method_pair.method == method
+    startswith(path, path_method_pair.prefix)
+}
+
+dest_svc := dest_source_spiffe_ids[0]
+
+source_svc := dest_source_spiffe_ids[1]
+
+allowed_sources := object.get(authz_by_service, dest_svc, {})
+
+path := input.attributes.request.http.path
+
+method := input.attributes.request.http.method
+
+allow if {
+    some dest, sources in authz_by_service
+    dest == dest_svc
+
+    some src, _ in sources
+    src == source_svc
+    check_l7_access(object.get(allowed_sources, source_svc, {}), path, method)
+}
\ No newline at end of file
diff --git a/automatic-authz-envoy-opa/prereqs/kustomization.yaml b/automatic-authz-envoy-opa/prereqs/kustomization.yaml
new file mode 100644
index 0000000..ba356b7
--- /dev/null
+++ b/automatic-authz-envoy-opa/prereqs/kustomization.yaml
@@ -0,0 +1,11 @@
+apiVersion: kustomize.config.k8s.io/v1beta1
+kind: Kustomization
+
+resources:
+  - https://github.com/spiffe/spire-tutorials/k8s/quickstart?ref=d27c579eb4f4e26f36f60373446c42c4ebd1e3da
+  - https://github.com/spiffe/spire-tutorials/k8s/envoy-x509/k8s?ref=d27c579eb4f4e26f36f60373446c42c4ebd1e3da
+
+patches:
+  # Add load generation to frontend apps
+  - path: patches/frontend.yaml
+  - path: patches/frontend-2.yaml
diff --git a/automatic-authz-envoy-opa/prereqs/patches/frontend-2.yaml b/automatic-authz-envoy-opa/prereqs/patches/frontend-2.yaml
new file mode 100644
index 0000000..0c0771b
--- /dev/null
+++ b/automatic-authz-envoy-opa/prereqs/patches/frontend-2.yaml
@@ -0,0 +1,15 @@
+$patch: merge
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: frontend-2
+  labels:
+    app: frontend-2
+spec:
+  template:
+    spec:
+      containers:
+        - name: curl
+          image: curlimages/curl:8.10.1
+          command: ["sh", "-c"]
+          args: ["while true; do curl localhost:3002; sleep 3; done"]
diff --git a/automatic-authz-envoy-opa/prereqs/patches/frontend.yaml b/automatic-authz-envoy-opa/prereqs/patches/frontend.yaml
new file mode 100644
index 0000000..43892d7
--- /dev/null
+++ b/automatic-authz-envoy-opa/prereqs/patches/frontend.yaml
@@ -0,0 +1,15 @@
+$patch: merge
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: frontend
+  labels:
+    app: frontend
+spec:
+  template:
+    spec:
+      containers:
+        - name: curl
+          image: curlimages/curl:8.10.1
+          command: ["sh", "-c"]
+          args: ["while true; do curl localhost:3000; sleep 3; done"]
diff --git a/automatic-authz-envoy-opa/pxspark/__init__.py b/automatic-authz-envoy-opa/pxspark/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/automatic-authz-envoy-opa/pxspark/compute_authz_mapping.py b/automatic-authz-envoy-opa/pxspark/compute_authz_mapping.py
new file mode 100644
index 0000000..33f0efb
--- /dev/null
+++ b/automatic-authz-envoy-opa/pxspark/compute_authz_mapping.py
@@ -0,0 +1,129 @@
+import argparse
+import os
+
+from pyspark import SparkConf
+from pyspark.sql import SparkSession
+from pyspark.sql.dataframe import DataFrame
+from pyspark.sql.functions import col, collect_set, collect_list, create_map, explode, first, first_value, lower, regexp_extract, udf, when, struct
+from pyspark.sql.types import StringType
+
+# More complex URL clustering/prefix matching can be done to scope L7 authz rules
+# more tightly. An example of how to extend this would be to use your services' OpenAPI
+# (Swagger) specs to extract route information from the URL and use that as the prefix.
+from pxspark.udfs import extract_url_prefix
+from pxspark.templating import convert_row_to_dict, render_import_template, render_main_template
+
+IGNORE_REQ_SUBSTRS = [
+    "metrics", # Ignore /metrics requests
+    "health",  # Ignore /health, /healthz requests
+    "read",    # Ignore /ready, /readiness requests
+]
+
+def compute_authz_service_mapping(df):
+    """
+    compute_authz_service_mapping expects a Dataframe created from OpenTelemetry's
+    opentelemetry.proto.trace.v1.ResourceSpan protobuf message type. The OTel collector
+    exports this type for trace data when using a variety of its collectors. The
+    file and awss3 exporters are two examples of this.
+    """
+    resources_df = df.select(explode(col("resourceSpans")))
+    resources_df = (resources_df
+                        .withColumn("resource_attrs", explode(col("col.resource.attributes")))
+                        .filter(col("resource_attrs.key") == "http.xfcc_by")
+                        .withColumn("xfcc_by", col("resource_attrs.value.stringValue"))
+                        .withColumn("service_name", regexp_extract('xfcc_by', r'\/([\w-]+)$', 1)))
+    resources_df.drop("resource_attrs")
+    resources_df.drop("xfcc_by")
+
+    df_exploded_scopespans = (resources_df
+        .withColumn("scopespans_exploded", explode("col.scopeSpans")))
+
+    df_exploded_spans = (df_exploded_scopespans
+        .withColumn("spans_exploded", explode("scopespans_exploded.spans"))
+        .drop("scopespans_exploded"))
+
+    df_exploded_attributes = (df_exploded_spans
+        .withColumn("span_attributes", explode("spans_exploded.attributes"))
+        .withColumn("spanId", col("spans_exploded.spanId"))
+        .drop("spans_exploded"))
+
+    # Group by a unique column (spanId). This is auto generated by pixie if the span didn't contain
+    # a X-B3-SpanId header.
+    result = (df_exploded_attributes
+        .groupBy("spanId")
+        .agg(
+            first(when(col("span_attributes.key") == "http.xfcc_uri", col("span_attributes.value.stringValue")), ignorenulls=True).alias("xfcc_uri"),
+            first(when(col("span_attributes.key") == "http.target", extract_url_prefix(col("span_attributes.value.stringValue"))), ignorenulls=True).alias("http_target"),
+            first(when(col("span_attributes.key") == "http.method", col("span_attributes.value.stringValue")), ignorenulls=True).alias("http_method"),
+            first(col("service_name")).alias("service_name"))
+        .filter(~ lower(col("http_target")).rlike("|".join(IGNORE_REQ_SUBSTRS)))
+        .select(
+            col("service_name"),
+            regexp_extract('xfcc_uri', r'\/([\w-]+)$', 1).alias("client_name"),
+            col("http_target"),
+            col("http_method")))
+
+    return (result.groupBy("service_name", "client_name")
+            .agg(collect_set(struct("http_target", "http_method")).alias("http_target_method_map"))
+            .groupBy("service_name")
+            .agg(collect_list(create_map(col("client_name"), col("http_target_method_map"))).alias("client_http_target_method_map")))
+
+def parse_args():
+    parser = argparse.ArgumentParser(description="Accepts an S3 bucket name and path prefix.")
+
+    parser.add_argument('--bucket', type=str, required=True,
+                        help='The name of the S3 bucket.')
+    parser.add_argument('--prefix', type=str, required=True,
+                        help='The path prefix inside the S3 bucket.')
+
+    return parser.parse_args()
+
+if __name__ == "__main__":
+    args = parse_args()
+    conf = SparkConf()
+    conf.setAll([
+        ("spark.jars.packages", "org.apache.hadoop:hadoop-aws:3.2.0"),
+        ("spark.hadoop.fs.s3a.aws.credentials.provider", "com.amazonaws.auth.profile.ProfileCredentialsProvider"),
+    ])
+
+    spark = (SparkSession.builder
+        .master("local[*]")
+        .config(conf=conf)
+        .appName("otel-export-authz-service-mapping")
+        .getOrCreate())
+
+    # The path follows the following format:
+    # s3a://<bucket-name>/<prefix>/year=YYYY/month=MM/day=DD/hour=hh/min=mm/*.json
+    bucket = args.bucket
+    prefix = args.prefix
+    df = (spark.read
+              .option("header", "true")
+              .json(f"s3a://{bucket}/{prefix}/*/*/*/*/*/*.json"))
+
+    df = compute_authz_service_mapping(df)
+
+    rows = df.collect()
+
+    output_dir = "/home/ddelnano/code/pixie-demos/automatic-authz-envoy-opa/opa"
+    # Create the directory if it doesn't exist
+    os.makedirs(output_dir, exist_ok=True)
+    os.makedirs(os.path.join(output_dir, "imports"), exist_ok=True)
+
+    services = []
+    for row in rows:
+        print(row)
+        service, sources = convert_row_to_dict(row)
+        services.append(service)
+
+        import_file = os.path.join(output_dir, "imports", f"{service}.rego")
+        with open(import_file, "w") as f:
+            import_output_backend = render_import_template(service, sources)
+            f.write(import_output_backend)
+    print(f"Service names: {services}")
+
+    output_file = os.path.join(output_dir, "opa-policy.rego")
+
+    # Write the rendered output to the file
+    with open(output_file, "w") as f:
+        main_output = render_main_template(services)
+        f.write(main_output)
diff --git a/automatic-authz-envoy-opa/pxspark/templating.py b/automatic-authz-envoy-opa/pxspark/templating.py
new file mode 100644
index 0000000..dafea95
--- /dev/null
+++ b/automatic-authz-envoy-opa/pxspark/templating.py
@@ -0,0 +1,98 @@
+from jinja2 import Template
+
+# Convert the Row structure into a dictionary suitable for templating
+def convert_row_to_dict(row):
+    service_name = row.service_name
+    valid_sources = {}
+    
+    for client_map in row.client_http_target_method_map:
+        for client, targets in client_map.items():
+            valid_sources[client] = [{'method': target.http_method, 'prefix': target.http_target} for target in targets]
+    
+    return service_name, valid_sources
+
+# Use the provided Jinja templates
+main_template = """
+package envoy.authz
+
+import rego.v1
+
+{# AUTOGENERATED: imports are added for each destination service #}
+{%- for service in services %}
+import data.px.service.{{ service }}
+{%- endfor %}
+{# END AUTOGENERATED #}
+
+authz_by_service := {
+    {%- for service in services %}
+        "{{ service }}": data.px.service.{{ service }}.valid_sources{%- if not loop.last %},{% endif %}
+    {%- endfor %}
+}
+
+default allow := false
+
+dest_source_spiffe_ids := dest_source_spiffe_svc if {
+    [by, _, uri_type_san] := split(input.attributes.request.http.headers["x-forwarded-client-cert"], ";")
+    [_, source_spiffe_id] := split(uri_type_san, "=")
+    source_spiffe_parts := split(source_spiffe_id, "/")
+    source_spiffe_svc := source_spiffe_parts[count(source_spiffe_parts) - 1]
+
+    [_, dest_spiffe_id] := split(by, "=")
+    dest_spiffe_parts := split(dest_spiffe_id, "/")
+    dest_spiffe_svc := dest_spiffe_parts[count(dest_spiffe_parts) - 1]
+
+    dest_source_spiffe_svc := [dest_spiffe_svc, source_spiffe_svc]
+}
+
+check_l7_access(allowed_access, path, method) if {
+    some path_method_pair in allowed_access
+    path_method_pair.method == method
+    startswith(path, path_method_pair.prefix)
+}
+
+dest_svc := dest_source_spiffe_ids[0]
+
+source_svc := dest_source_spiffe_ids[1]
+
+allowed_sources := object.get(authz_by_service, dest_svc, {})
+
+path := input.attributes.request.http.path
+
+method := input.attributes.request.http.method
+
+allow if {
+    some dest, sources in authz_by_service
+    dest == dest_svc
+
+    some src, _ in sources
+    src == source_svc
+    check_l7_access(object.get(allowed_sources, source_svc, {}), path, method)
+}
+"""
+
+import_template = """
+package px.service.{{ service_name }}
+
+valid_sources := {
+  {%- for source, paths in valid_sources.items() %}
+  "{{ source }}": [
+    {%- for path in paths %}
+    {
+      "method": "{{ path.method }}",
+      "prefix": "{{ path.prefix }}",
+    }{%- if not loop.last %},{% endif %}
+    {%- endfor %}
+  ]{%- if not loop.last %},{% endif %}
+  {%- endfor %}
+}
+"""
+
+# Function to render main template
+def render_main_template(services):
+    template = Template(main_template)
+    return template.render(services=services)
+
+# Function to render import template for each service
+def render_import_template(service_name, valid_sources):
+    template = Template(import_template)
+    return template.render(service_name=service_name, valid_sources=valid_sources)
diff --git a/automatic-authz-envoy-opa/pxspark/udfs.py b/automatic-authz-envoy-opa/pxspark/udfs.py
new file mode 100644
index 0000000..52ca4fd
--- /dev/null
+++ b/automatic-authz-envoy-opa/pxspark/udfs.py
@@ -0,0 +1,12 @@
+from pyspark.sql.functions import split, udf, when
+from pyspark.sql.types import StringType
+
+@udf(returnType=StringType())
+def extract_url_prefix(url):
+    if url is None:
+        return url
+    # Pixie's OTel plugin uses "<id>" as a placeholder for hex IDs in the URL
+    # Extract the prefix prior to the "<id>" placeholder
+    if "<id>" in url:
+        return url.split("<id>")[0].rstrip("/")
+    return url
diff --git a/automatic-authz-envoy-opa/requirements.txt b/automatic-authz-envoy-opa/requirements.txt
new file mode 100644
index 0000000..f57ad1d
--- /dev/null
+++ b/automatic-authz-envoy-opa/requirements.txt
@@ -0,0 +1,22 @@
+black==24.10.0
+click==8.1.7
+iniconfig==2.0.0
+Jinja2==3.1.4
+MarkupSafe==3.0.1
+mock==5.1.0
+mypy-extensions==1.0.0
+numpy==1.26.4
+packaging==24.1
+pandas==2.2.3
+pathspec==0.12.1
+platformdirs==4.3.6
+pluggy==1.5.0
+py4j==0.10.9.7
+pyarrow==17.0.0
+pyspark==3.5.3
+pytest==8.3.3
+python-dateutil==2.9.0.post0
+pytz==2024.2
+setuptools==75.1.0
+six==1.16.0
+tzdata==2024.2
diff --git a/automatic-authz-envoy-opa/tests/__init__.py b/automatic-authz-envoy-opa/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/automatic-authz-envoy-opa/tests/compute_authz_mapping_test.py b/automatic-authz-envoy-opa/tests/compute_authz_mapping_test.py
new file mode 100644
index 0000000..99972d9
--- /dev/null
+++ b/automatic-authz-envoy-opa/tests/compute_authz_mapping_test.py
@@ -0,0 +1,64 @@
+import pytest
+
+from pyspark.sql import Row
+from pyspark.testing.utils import assertDataFrameEqual
+
+from pxspark.compute_authz_mapping import compute_authz_service_mapping
+
+@pytest.fixture
+def spark_fixture():
+    from pyspark.sql import SparkSession
+    spark = SparkSession.builder.appName("etl_test").getOrCreate()
+    yield spark
+    spark.stop()
+
+def test_authz_service_mapping(spark_fixture):
+    # load data from the otel-export-authz-source.json file
+    data_source = spark_fixture.read.json("data/otel-export-authz-with-spiffe.json")
+    df = compute_authz_service_mapping(data_source)
+
+    # The output is expected to be a single row with the following structure:
+    row = df.head()
+    single_row_df = spark_fixture.createDataFrame([row])
+
+    expected = [{
+        "service_name": "backend",
+        "client_http_target_method_map": [
+            {
+                "frontend-2": [
+                    Row(
+                        http_target="/transactions/transaction_2",
+                        http_method="GET",
+                    ),
+                    Row(
+                        http_target="/profiles/profile_2",
+                        http_method="GET",
+                    ),
+                    Row(
+                        http_target="/balances/balance_2",
+                        http_method="GET",
+                    ),
+                ],
+            },
+            {
+                "frontend": [
+                    Row(
+                        http_target="/profiles/profile_1",
+                        http_method="GET",
+                    ),
+                    Row(
+                        http_target="/transactions/transaction_1",
+                        http_method="GET",
+                    ),
+                    Row(
+                        http_target="/balances/balance_1",
+                        http_method="GET",
+                    ),
+                ],
+            },
+        ],
+    }]
+    # The .select forces the columns to be in the same order as df
+    expected_df = spark_fixture.createDataFrame(expected).select("service_name", "client_http_target_method_map")
+    assertDataFrameEqual(single_row_df, expected_df)
+    import pdb; pdb.set_trace()
diff --git a/automatic-authz-envoy-opa/tests/udfs_test.py b/automatic-authz-envoy-opa/tests/udfs_test.py
new file mode 100644
index 0000000..569cc5f
--- /dev/null
+++ b/automatic-authz-envoy-opa/tests/udfs_test.py
@@ -0,0 +1,34 @@
+from importlib import reload
+
+from mock import patch
+import pxspark.udfs as UDFs
+
+def dummy_udf(f):
+    return f
+
+
+def mock_udf(f=None, returnType=None):
+    return f if f else dummy_udf
+
+class TestUDFs:
+    udf_patch = patch('pyspark.sql.functions.udf', mock_udf)
+
+    @classmethod
+    def setup_class(cls):
+        cls.udf_patch.start()
+        reload(UDFs)
+
+    @classmethod
+    def teardown_class(cls):
+        cls.udf_patch.stop()
+        reload(UDFs)
+
+    def test_extract_url_prefix_with_identity_url(self):
+        url = "/px/vizier/services/metadata/CronScriptStoreService/RecordExecutionResult"
+        assert UDFs.extract_url_prefix(url) == url
+
+    def test_extract_url_prefix_with_id_substitute(self):
+        url = "/carts/<id>/items"
+        assert UDFs.extract_url_prefix(url) == "/carts"
+
+        assert UDFs.extract_url_prefix("/addresses/<id>") == "/addresses"
diff --git a/otel-collector/collector-contrib.yaml b/otel-collector/collector-contrib.yaml
new file mode 100644
index 0000000..cf7b4ed
--- /dev/null
+++ b/otel-collector/collector-contrib.yaml
@@ -0,0 +1,127 @@
+---
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: otel-collector-conf
+  labels:
+    app: opentelemetry
+    component: otel-collector-conf
+data:
+  otel-collector-config: |
+    receivers:
+      otlp:
+        protocols:
+          grpc:
+            endpoint: 0.0.0.0:4317
+          http:
+    processors:
+      batch:
+      memory_limiter:
+        # 80% of maximum memory up to 2G
+        limit_mib: 1500
+        # 25% of limit up to 2G
+        spike_limit_mib: 512
+        check_interval: 5s
+    extensions:
+      zpages: {}
+      # memory_ballast:
+        # Memory Ballast size should be max 1/3 to 1/2 of memory.
+        # size_mib: 683
+    exporters:
+      file:
+        path: /file-exporter/data.pb
+        format: proto
+      debug:
+        verbosity: detailed
+        sampling_initial: 5
+        sampling_thereafter: 200
+    service:
+      extensions: [zpages]
+      pipelines:
+        traces:
+          receivers: [otlp]
+          processors: [memory_limiter, batch]
+          exporters: [debug, file]
+        metrics:
+          receivers: [otlp]
+          processors: [memory_limiter, batch]
+          exporters: [debug, file]
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: otel-collector
+  labels:
+    app: opentelemetry
+    component: otel-collector
+spec:
+  ports:
+  - name: otlp-grpc # Default endpoint for OpenTelemetry gRPC receiver.
+    port: 4317
+    protocol: TCP
+    targetPort: 4317
+  - name: otlp-http # Default endpoint for OpenTelemetry HTTP receiver.
+    port: 4318
+    protocol: TCP
+    targetPort: 4318
+  - name: metrics # Default endpoint for querying metrics.
+    port: 8888
+  selector:
+    component: otel-collector
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: otel-collector
+  labels:
+    app: opentelemetry
+    component: otel-collector
+spec:
+  selector:
+    matchLabels:
+      app: opentelemetry
+      component: otel-collector
+  minReadySeconds: 5
+  progressDeadlineSeconds: 120
+  replicas: 1 #TODO - adjust this to your own requirements
+  template:
+    metadata:
+      labels:
+        app: opentelemetry
+        component: otel-collector
+    spec:
+      containers:
+      - command:
+          - "/otelcol-contrib"
+          - "--config=/conf/otel-collector-config.yaml"
+        image: otel/opentelemetry-collector-contrib:0.110.0
+        name: otel-collector
+        resources:
+          limits:
+            cpu: 1
+            memory: 2Gi
+          requests:
+            cpu: 200m
+            memory: 400Mi
+        ports:
+        - containerPort: 55679 # Default endpoint for ZPages.
+        - containerPort: 4317 # Default endpoint for OpenTelemetry receiver.
+        - containerPort: 14250 # Default endpoint for Jaeger gRPC receiver.
+        - containerPort: 14268 # Default endpoint for Jaeger HTTP receiver.
+        - containerPort: 9411 # Default endpoint for Zipkin receiver.
+        - containerPort: 8888  # Default endpoint for querying metrics.
+        volumeMounts:
+        - name: otel-collector-config-vol
+          mountPath: /conf
+        - name: file-exporter
+          mountPath: /file-exporter
+      volumes:
+        - configMap:
+            name: otel-collector-conf
+            items:
+              - key: otel-collector-config
+                path: otel-collector-config.yaml
+          name: otel-collector-config-vol
+        - name: file-exporter
+          emptyDir:
+            sizeLimit: 1Gi