diff --git a/Makefile b/Makefile
index 32126b36273..f34355ca247 100644
--- a/Makefile
+++ b/Makefile
@@ -461,6 +461,7 @@ release-manifest:
 	@sed -i "s/tag: $(VERSION)/tag: ${NEWVERSION}/" ./cmd/build/helmify/static/values.yaml
 	@sed -i 's/Current release version: `$(VERSION)`/Current release version: `'"${NEWVERSION}"'`/' ./cmd/build/helmify/static/README.md
 	@sed -i -e 's/^VERSION := $(VERSION)/VERSION := ${NEWVERSION}/' ./Makefile
+	@sed -i 's/https:\/\/raw\.githubusercontent\.com\/open-policy-agent\/gatekeeper\/master\/deploy\/gatekeeper\.yaml.*/https:\/\/raw\.githubusercontent\.com\/open-policy-agent\/gatekeeper\/${NEWVERSION}\/deploy\/gatekeeper\.yaml/' ./website/docs/install.md
 	export
 	$(MAKE) manifests
 
diff --git a/website/versioned_docs/version-v3.10.x/install.md b/website/versioned_docs/version-v3.10.x/install.md
index a52049e4874..b98f9d7c970 100644
--- a/website/versioned_docs/version-v3.10.x/install.md
+++ b/website/versioned_docs/version-v3.10.x/install.md
@@ -28,7 +28,7 @@ For either installation method, make sure you have cluster admin permissions:
 If you want to deploy a released version of Gatekeeper in your cluster with a prebuilt image, then you can run the following command:
 
 ```sh
-kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.10.0/deploy/gatekeeper.yaml
 ```
 
 ### Deploying a Release using development image
@@ -91,7 +91,7 @@ You can alter the variables in `charts/gatekeeper/values.yaml` to customize your
 If you used a prebuilt image to deploy Gatekeeper, then you can delete all the Gatekeeper components with the following command:
 
   ```sh
-  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.10.0/deploy/gatekeeper.yaml
   ```
 
 ### Using make
diff --git a/website/versioned_docs/version-v3.11.x/install.md b/website/versioned_docs/version-v3.11.x/install.md
index a52049e4874..9ffc1077197 100644
--- a/website/versioned_docs/version-v3.11.x/install.md
+++ b/website/versioned_docs/version-v3.11.x/install.md
@@ -28,7 +28,7 @@ For either installation method, make sure you have cluster admin permissions:
 If you want to deploy a released version of Gatekeeper in your cluster with a prebuilt image, then you can run the following command:
 
 ```sh
-kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.11.1/deploy/gatekeeper.yaml
 ```
 
 ### Deploying a Release using development image
@@ -91,7 +91,7 @@ You can alter the variables in `charts/gatekeeper/values.yaml` to customize your
 If you used a prebuilt image to deploy Gatekeeper, then you can delete all the Gatekeeper components with the following command:
 
   ```sh
-  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.11.1/deploy/gatekeeper.yaml
   ```
 
 ### Using make
diff --git a/website/versioned_docs/version-v3.12.x/install.md b/website/versioned_docs/version-v3.12.x/install.md
index da689f27b3a..2c18863ec6e 100644
--- a/website/versioned_docs/version-v3.12.x/install.md
+++ b/website/versioned_docs/version-v3.12.x/install.md
@@ -28,7 +28,7 @@ For either installation method, make sure you have cluster admin permissions:
 If you want to deploy a released version of Gatekeeper in your cluster with a prebuilt image, then you can run the following command:
 
 ```sh
-kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.12.0/deploy/gatekeeper.yaml
 ```
 
 ### Deploying a Release using development image
@@ -92,7 +92,7 @@ You can alter the variables in `charts/gatekeeper/values.yaml` to customize your
 If you used a prebuilt image to deploy Gatekeeper, then you can delete all the Gatekeeper components with the following command:
 
   ```sh
-  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.12.0/deploy/gatekeeper.yaml
   ```
 
 ### Using make
diff --git a/website/versioned_docs/version-v3.13.x/install.md b/website/versioned_docs/version-v3.13.x/install.md
index da689f27b3a..0fba3ffaba3 100644
--- a/website/versioned_docs/version-v3.13.x/install.md
+++ b/website/versioned_docs/version-v3.13.x/install.md
@@ -28,7 +28,7 @@ For either installation method, make sure you have cluster admin permissions:
 If you want to deploy a released version of Gatekeeper in your cluster with a prebuilt image, then you can run the following command:
 
 ```sh
-kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.13.4/deploy/gatekeeper.yaml
 ```
 
 ### Deploying a Release using development image
@@ -92,7 +92,7 @@ You can alter the variables in `charts/gatekeeper/values.yaml` to customize your
 If you used a prebuilt image to deploy Gatekeeper, then you can delete all the Gatekeeper components with the following command:
 
   ```sh
-  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.13.4/deploy/gatekeeper.yaml
   ```
 
 ### Using make
diff --git a/website/versioned_docs/version-v3.14.x/install.md b/website/versioned_docs/version-v3.14.x/install.md
index da689f27b3a..d3d6537317c 100644
--- a/website/versioned_docs/version-v3.14.x/install.md
+++ b/website/versioned_docs/version-v3.14.x/install.md
@@ -28,7 +28,7 @@ For either installation method, make sure you have cluster admin permissions:
 If you want to deploy a released version of Gatekeeper in your cluster with a prebuilt image, then you can run the following command:
 
 ```sh
-kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.14.0/deploy/gatekeeper.yaml
 ```
 
 ### Deploying a Release using development image
@@ -92,7 +92,7 @@ You can alter the variables in `charts/gatekeeper/values.yaml` to customize your
 If you used a prebuilt image to deploy Gatekeeper, then you can delete all the Gatekeeper components with the following command:
 
   ```sh
-  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.14.0/deploy/gatekeeper.yaml
   ```
 
 ### Using make
diff --git a/website/versioned_docs/version-v3.8.x/install.md b/website/versioned_docs/version-v3.8.x/install.md
index 2485c74de76..9d36fad89b7 100644
--- a/website/versioned_docs/version-v3.8.x/install.md
+++ b/website/versioned_docs/version-v3.8.x/install.md
@@ -28,7 +28,7 @@ For either installation method, make sure you have cluster admin permissions:
 If you want to deploy a released version of Gatekeeper in your cluster with a prebuilt image, then you can run the following command:
 
 ```sh
-kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/release-3.8/deploy/gatekeeper.yaml
+kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.8.1/deploy/gatekeeper.yaml
 ```
 
 ### Deploying a Release using development image
@@ -91,7 +91,7 @@ You can alter the variables in `charts/gatekeeper/values.yaml` to customize your
 If you used a prebuilt image to deploy Gatekeeper, then you can delete all the Gatekeeper components with the following command:
 
   ```sh
-  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.8.1/deploy/gatekeeper.yaml
   ```
 
 ### Using make
diff --git a/website/versioned_docs/version-v3.9.x/install.md b/website/versioned_docs/version-v3.9.x/install.md
index a52049e4874..0b1d862a79b 100644
--- a/website/versioned_docs/version-v3.9.x/install.md
+++ b/website/versioned_docs/version-v3.9.x/install.md
@@ -28,7 +28,7 @@ For either installation method, make sure you have cluster admin permissions:
 If you want to deploy a released version of Gatekeeper in your cluster with a prebuilt image, then you can run the following command:
 
 ```sh
-kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+kubectl apply -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.9.2/deploy/gatekeeper.yaml
 ```
 
 ### Deploying a Release using development image
@@ -91,7 +91,7 @@ You can alter the variables in `charts/gatekeeper/values.yaml` to customize your
 If you used a prebuilt image to deploy Gatekeeper, then you can delete all the Gatekeeper components with the following command:
 
   ```sh
-  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/master/deploy/gatekeeper.yaml
+  kubectl delete -f https://raw.githubusercontent.com/open-policy-agent/gatekeeper/v3.9.2/deploy/gatekeeper.yaml
   ```
 
 ### Using make