diff --git a/README.md b/README.md
index d1333f73..07d8bf48 100644
--- a/README.md
+++ b/README.md
@@ -251,7 +251,7 @@ kind: Runner
 metadata:
   name: example-runner
 spec:
-  repository: actions-runner-controller/actions-runner-controller
+  repository: example/myrepo
   env: []
 ```
 
@@ -362,9 +362,11 @@ A `RunnerDeployment` or `RunnerSet` (see [stateful runners](#stateful-runners) f
 
 #### Anti-Flapping Configuration
 
-For both pull driven or webhook driven scaling an anti-flapping implementation is included, by default a runner won't be scaled down within 10 minutes of it having been scaled up. This delay is configurable by including the attribute `scaleDownDelaySecondsAfterScaleOut:` in a `RunnerDeployment` `spec:` (see snippet below).
+For both pull driven or webhook driven scaling an anti-flapping implementation is included, by default a runner won't be scaled down within 10 minutes of it having been scaled up. This delay is configurable by including the attribute `scaleDownDelaySecondsAfterScaleOut:` in a `HorizontalRunnerAutoscaler` kind's `spec:`.
 
-This configuration has the final say on if a runner can be scaled down or not regardless of the chosen scaling method. Depending on your requirements, you may want to consider adjusting this.
+This configuration has the final say on if a runner can be scaled down or not regardless of the chosen scaling method. Depending on your requirements, you may want to consider adjusting this by setting the `scaleDownDelaySecondsAfterScaleOut:` attribute.
+
+Below is a complete basic example with one of the pull driven scaling metrics.
 
 ```yaml
 apiVersion: actions.summerwind.dev/v1alpha1
@@ -372,11 +374,27 @@ kind: RunnerDeployment
 metadata:
   name: example-runner-deployment
 spec:
-  # Runners in this RunnerDeployment won't be scaled down for 5 minutes instead of the default 10 minutes now
-  scaleDownDelaySecondsAfterScaleOut: 300
   template:
     spec:
       repository: example/myrepo
+---
+apiVersion: actions.summerwind.dev/v1alpha1
+kind: HorizontalRunnerAutoscaler
+metadata:
+  name: example-runner-deployment-autoscaler
+spec:
+  # Runners in the targeted RunnerDeployment won't be scaled down for 5 minutes instead of the default 10 minutes now
+  scaleDownDelaySecondsAfterScaleOut: 300
+  scaleTargetRef:
+    name: example-runner-deployment
+  minReplicas: 1
+  maxReplicas: 5
+  metrics:
+  - type: PercentageRunnersBusy
+    scaleUpThreshold: '0.75'
+    scaleDownThreshold: '0.25'
+    scaleUpFactor: '2'
+    scaleDownFactor: '0.5'
 ```
 
 #### Pull Driven Scaling
@@ -443,7 +461,7 @@ spec:
   metrics:
   - type: TotalNumberOfQueuedAndInProgressWorkflowRuns
     repositoryNames:
-    - actions-runner-controller/actions-runner-controller
+    - example/myrepo
 ```
 
 **PercentageRunnersBusy**