diff --git a/examples/grafana-agent-auto-instrumentation/ebpf/k8s/config.river b/examples/grafana-agent-auto-instrumentation/ebpf/k8s/config.river
deleted file mode 100644
index 8a74b9fb75..0000000000
--- a/examples/grafana-agent-auto-instrumentation/ebpf/k8s/config.river
+++ /dev/null
@@ -1,70 +0,0 @@
-// This is an example grafana agent config to set up eBPF profiling in kubernetes.
-// for more info see https://grafana.com/docs/pyroscope/latest/configure-client/grafana-agent/ebpf/setup-kubernetes/
-
-discovery.kubernetes "local_pods" {
-    selectors {
-      field = "spec.nodeName=" + env("HOSTNAME") // Note: this assume HOSTNAME is set to the node name
-      role = "pod"
-    }
-    role = "pod"
-}
-
-discovery.relabel "specific_pods" {
-  targets = discovery.kubernetes.local_pods.targets
-  rule {
-    action = "drop"
-    regex = "Succeeded|Failed|Completed"
-    source_labels = ["__meta_kubernetes_pod_phase"]
-  }
-  rule {
-    action = "replace"
-    source_labels = ["__meta_kubernetes_namespace"]
-    target_label = "namespace"
-  }
-  rule {
-    action = "replace"
-    source_labels = ["__meta_kubernetes_pod_name"]
-    target_label = "pod"
-  }
-  rule {
-    action = "replace"
-    source_labels = ["__meta_kubernetes_pod_node_name"]
-    target_label = "node"
-  }
-  rule {
-    action = "replace"
-    source_labels = ["__meta_kubernetes_pod_container_name"]
-    target_label = "container"
-  }
-  // provide arbitrary service_name label, otherwise it will be set to {__meta_kubernetes_namespace}/{__meta_kubernetes_pod_container_name}
-  rule {
-    action = "replace"
-    regex = "(.*)@(.*)"
-    replacement = "ebpf/k8s/${1}/${2}"
-    separator = "@"
-    source_labels = ["__meta_kubernetes_namespace", "__meta_kubernetes_pod_container_name"]
-    target_label = "service_name"
-  }
-  // Filter specific targets to profile
-  rule {
-    source_labels = ["service_name"]
-    regex = "(ebpf/grafana-agent/agent|ebpf/pyroscope/pyroscope)"
-    action = "keep"
-  }
-}
-
-pyroscope.ebpf "instance" {
-    forward_to = [pyroscope.write.endpoint.receiver]
-    targets = discovery.relabel.specific_pods.output
-}
-
-pyroscope.write "endpoint" {
-    endpoint {
-      url = "http://pyroscope:4040"
-      // url = "<Grafana Cloud URL>"
-      // basic_auth {
-      //  username = "<Grafana Cloud User>"
-      //  password = "<Grafana Cloud Password>"
-      // }
-    }
-}
diff --git a/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/README.md b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/README.md
new file mode 100644
index 0000000000..6b1fe74d14
--- /dev/null
+++ b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/README.md
@@ -0,0 +1,40 @@
+# Grafana Alloy eBPF profiling via auto-instrumentation in Kubernetes
+
+This repository provides a practical demonstration of leveraging Grafana Alloy for continuous application profiling 
+using eBPF and Pyroscope in Kubernetes. It illustrates a seamless approach to profiling Golang and Python processes, 
+aiding in performance optimization.
+
+## Overview
+
+eBPF profiling via Grafana Alloy is based on a few components:
+- `discovery.kubernetes` for discovering Kubernetes pods
+- `discovery.relabel` for detecting and filtering target processes and setting up labels
+- `pyroscope.ebpf` for enabling eBPF profiling for specific applications
+- `pyroscope.write` for writing the profiles data to a remote endpoint
+
+Refer to the [official documentation](https://grafana.com/docs/alloy/latest/reference/components/pyroscope/pyroscope.ebpf/) for an in-depth understanding and additional configuration options for eBPF with Grafana Alloy.
+Also, check the [Grafana Alloy Components reference](https://grafana.com/docs/alloy/latest/reference/components/) for more details on each used component.
+
+
+
+## Getting started
+
+To use this example:
+
+1. Set up a local kubernetes cluster using Kind or a similar tool.
+2. Clone this repository and navigate to this example's directory.
+3. Deploy the manifests:
+    ```shell
+       kubectl apply -f alloy.yaml -f grafana.yaml -f pyroscope.yaml -f python-fast-slow.yaml
+    ```
+4. Port-forward the Grafana service to access the Explore Profiles app:
+    ```shell
+       kubectl port-forward -n pyroscope-ebpf service/grafana  3000:3000
+    ```
+5. Explore profiles http://localhost:3000/a/grafana-pyroscope-app/profiles-explore
+
+After the deployment is operational, the Grafana Alloy will profile the Go and Python applications using `pyroscope.ebpf` component.
+
+## Documentation
+
+Refer to the [official documentation](https://grafana.com/docs/alloy/latest/reference/components/pyroscope/pyroscope.ebpf/) for an in-depth understanding and additional configuration options for eBPF profiling with Grafana Alloy.
diff --git a/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/alloy.yaml b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/alloy.yaml
new file mode 100644
index 0000000000..cb39a98c99
--- /dev/null
+++ b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/alloy.yaml
@@ -0,0 +1,177 @@
+apiVersion: v1
+kind: Namespace
+metadata:
+  name: pyroscope-ebpf
+---
+
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRole # needed for the discovery.kubernetes alloy component
+metadata:
+  name: grafana-alloy-role
+rules:
+  - apiGroups:
+      - ""
+    resources:
+      - pods
+    verbs:
+      - get
+      - list
+      - watch
+
+---
+
+apiVersion: v1
+kind: ServiceAccount
+metadata:
+  name: grafana-alloy
+  namespace: pyroscope-ebpf
+---
+
+apiVersion: rbac.authorization.k8s.io/v1
+kind: ClusterRoleBinding
+metadata:
+  name: grafana-alloy-binding
+roleRef:
+  apiGroup: rbac.authorization.k8s.io
+  kind: ClusterRole
+  name: grafana-alloy-role
+subjects:
+  - kind: ServiceAccount
+    name: grafana-alloy
+    namespace: pyroscope-ebpf
+
+---
+
+apiVersion: apps/v1
+kind: DaemonSet
+metadata:
+  name: grafana-alloy
+  namespace: pyroscope-ebpf
+spec:
+  selector:
+    matchLabels:
+      app: grafana-alloy
+  template:
+    metadata:
+      labels:
+        app: grafana-alloy
+    spec:
+      serviceAccountName: grafana-alloy
+      containers:
+        - name: grafana-alloy
+          image: grafana/alloy:latest
+          command:
+            - /bin/alloy
+            - run
+            - /etc/agent-config/config.river
+            - --server.http.listen-addr=0.0.0.0:12345
+          env:
+            - name: HOSTNAME
+              valueFrom:
+                fieldRef:
+                  fieldPath: spec.nodeName
+          ports:
+            - containerPort: 12345
+          volumeMounts:
+            - name: agent-config
+              mountPath: /etc/agent-config
+          securityContext:
+            privileged: true
+            runAsGroup: 0
+            runAsUser: 0
+      volumes:
+        - name: agent-config
+          configMap:
+            name: agent-config
+
+      hostPID: true
+
+---
+
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: agent-config
+  namespace: pyroscope-ebpf
+data:
+  config.river: |
+    // This is an example grafana agent config to set up eBPF profiling in kubernetes.
+    // for more info see https://grafana.com/docs/pyroscope/latest/configure-client/grafana-agent/ebpf/setup-kubernetes/
+    logging {
+      level = "debug"
+      format = "logfmt"
+    }
+    
+    discovery.kubernetes "local_pods" {
+        selectors {
+          field = "spec.nodeName=" + env("HOSTNAME") // Note: this assume HOSTNAME is set to the node name
+          role = "pod"
+        }
+        role = "pod"
+    }
+    
+    discovery.relabel "specific_pods" {
+      targets = discovery.kubernetes.local_pods.targets
+      rule {
+        action = "drop"
+        regex = "Succeeded|Failed|Completed"
+        source_labels = ["__meta_kubernetes_pod_phase"]
+      }
+      
+      rule {
+        action = "replace"
+        source_labels = ["__meta_kubernetes_namespace"]
+        target_label = "namespace"
+      }
+      rule {
+        action = "replace"
+        source_labels = ["__meta_kubernetes_pod_name"]
+        target_label = "pod"
+      }
+      rule {
+        action = "replace"
+        source_labels = ["__meta_kubernetes_pod_node_name"]
+        target_label = "node"
+      }
+      
+      rule {
+        action = "replace"
+        source_labels = ["__meta_kubernetes_pod_container_name"]
+        target_label = "container"
+      }
+      
+      // provide arbitrary service_name label, otherwise it will be set to {__meta_kubernetes_namespace}/{__meta_kubernetes_pod_container_name}
+      rule {
+        action = "replace"
+        regex = "(.*)@(.*)"
+        replacement = "${1}/${2}"
+        separator = "@"
+        source_labels = ["__meta_kubernetes_namespace", "__meta_kubernetes_pod_container_name"]
+        target_label = "service_name"
+      }
+      
+      // Filter specific targets to profile
+      rule {
+        source_labels = ["service_name"]
+        regex = "(.*alloy|.*pyroscope|.*fast-slow)"
+        action = "keep"
+      }
+    }
+    
+    pyroscope.ebpf "instance" {
+        forward_to = [pyroscope.write.endpoint.receiver]
+        targets = discovery.relabel.specific_pods.output
+        python_enabled = true
+    }
+    
+    pyroscope.write "endpoint" {
+        endpoint {
+          url = "http://pyroscope.pyroscope-ebpf.svc.cluster.local.:4040"
+          // url = "<Grafana Cloud URL>"
+          // basic_auth {
+          //  username = "<Grafana Cloud User>"
+          //  password = "<Grafana Cloud Password>"
+          // }
+        }
+    }
+---
diff --git a/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/grafana.yaml b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/grafana.yaml
new file mode 100644
index 0000000000..8bf8a7c3bd
--- /dev/null
+++ b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/grafana.yaml
@@ -0,0 +1,78 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: grafana
+  namespace: pyroscope-ebpf
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: grafana
+  template:
+    metadata:
+      labels:
+        app: grafana
+    spec:
+      containers:
+        - name: grafana
+          image: grafana/grafana:latest
+          env:
+            - name: GF_INSTALL_PLUGINS
+              value: grafana-pyroscope-app
+            - name: GF_AUTH_ANONYMOUS_ENABLED
+              value: "true"
+            - name: GF_AUTH_ANONYMOUS_ORG_ROLE
+              value: Admin
+            - name: GF_AUTH_DISABLE_LOGIN_FORM
+              value: "true"
+          ports:
+            - containerPort: 3000
+          volumeMounts:
+            - name: grafana-provisioning
+              mountPath: /etc/grafana/provisioning
+      volumes:
+        - name: grafana-provisioning
+          configMap:
+            name: grafana-provisioning
+            items:
+              - key: datasources
+                path: datasources/datasources.yaml
+              - key: plugins
+                path: plugins/plugins.yaml
+---
+apiVersion: v1
+kind: Service
+metadata:
+  name: grafana
+  namespace: pyroscope-ebpf
+spec:
+  selector:
+    app: grafana
+  ports:
+    - protocol: TCP
+      port: 3000
+      targetPort: 3000
+---
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: grafana-provisioning
+  namespace: pyroscope-ebpf
+data:
+  "datasources": |
+    apiVersion: 1
+    datasources:
+      - uid: local-pyroscope
+        type: grafana-pyroscope-datasource
+        name: Pyroscope
+        url: http://pyroscope:4040
+        jsonData:
+          keepCookies: [pyroscope_git_session]
+
+  "plugins": |
+    apiVersion: 1
+    apps:
+      - type: grafana-pyroscope-app
+        jsonData:
+          backendUrl: http://pyroscope:4040
+        secureJsonData:
diff --git a/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/pyroscope.yaml b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/pyroscope.yaml
new file mode 100644
index 0000000000..65a602a841
--- /dev/null
+++ b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/pyroscope.yaml
@@ -0,0 +1,34 @@
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: pyroscope
+  namespace: pyroscope-ebpf
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: pyroscope
+  template:
+    metadata:
+      labels:
+        app: pyroscope
+    spec:
+      containers:
+        - name: pyroscope
+          image: grafana/pyroscope:latest
+          ports:
+            - containerPort: 4040
+---
+
+apiVersion: v1
+kind: Service
+metadata:
+  name: pyroscope
+  namespace: pyroscope-ebpf
+spec:
+  selector:
+    app: pyroscope
+  ports:
+    - protocol: TCP
+      port: 4040
+      targetPort: 4040
diff --git a/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/python-fast-slow.yaml b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/python-fast-slow.yaml
new file mode 100644
index 0000000000..66e4a2732e
--- /dev/null
+++ b/examples/grafana-agent-auto-instrumentation/ebpf/kubernetes/python-fast-slow.yaml
@@ -0,0 +1,60 @@
+apiVersion: v1
+kind: ConfigMap
+metadata:
+  name: python-app
+  namespace: pyroscope-ebpf
+data:
+  main: |
+    #!/usr/bin/env python3
+
+    import logging
+    import os
+
+    def work(n):
+    	i = 0
+    	while i < n:
+    		i += 1
+
+    def fast_function():
+    		work(20000)
+
+    def slow_function():
+    	    work(80000)
+
+    if __name__ == "__main__":
+    	while True:
+    		fast_function()
+    		slow_function()
+
+---
+apiVersion: apps/v1
+kind: Deployment
+metadata:
+  name: python-fast-slow
+  namespace: pyroscope-ebpf
+spec:
+  replicas: 1
+  selector:
+    matchLabels:
+      app: python-fast-slow
+  template:
+    metadata:
+      labels:
+        app: python-fast-slow
+    spec:
+      containers:
+        - name: python-fast-slow
+          image: python:3.11
+          imagePullPolicy: IfNotPresent
+          command: [ "python3" ]
+          args: [ "/app/main.py" ]
+          volumeMounts:
+            - name: app
+              mountPath: /app
+      volumes:
+        - name: app
+          configMap:
+            name: python-app
+            items:
+              - key: main
+                path: main.py