diff --git a/docs/create_gameserver.md b/docs/create_gameserver.md
index a5cb4607fc..d0cf76cb17 100644
--- a/docs/create_gameserver.md
+++ b/docs/create_gameserver.md
@@ -28,7 +28,7 @@ For the purpose of this guide we're going to use the [simple-udp](../examples/si
 Let's create a GameServer using the following command :
 
 ```
-kubectl apply -f https://raw.githubusercontent.com/GoogleCloudPlatform/agones/master/examples/simple-udp/server/gameserver.yaml
+kubectl apply -f https://raw.githubusercontent.com/GoogleCloudPlatform/agones/master/examples/simple-udp/gameserver.yaml
 ```
 
 You should see a successful ouput similar to this :
@@ -147,12 +147,12 @@ simple-udp   Ready     192.168.99.100   [map[name:default port:7614]]
   Cloud Shell for your terminal, UDP is blocked. For this step, we recommend
   SSH'ing into a running VM in your project, such as a Kubernetes node.
   You can click the 'SSH' button on the [Google Compute Engine Instances](https://console.cloud.google.com/compute/instances)
-  page to do this. 
+  page to do this.
 
 You can now communicate with the Game Server :
 
-> NOTE: if you do not have netcat installed 
-  (i.e. you get a response of `nc: command not found`), 
+> NOTE: if you do not have netcat installed
+  (i.e. you get a response of `nc: command not found`),
   you can install netcat by running `sudo apt install netcat`.
 
 ```
diff --git a/docs/edit_first_game_server.md b/docs/edit_first_game_server.md
index dd652f424a..e4dc8ee211 100644
--- a/docs/edit_first_game_server.md
+++ b/docs/edit_first_game_server.md
@@ -7,13 +7,14 @@ The following guide is for developers without Docker or Kubernetes experience, t
 2. Install Docker from https://www.docker.com/get-docker.
 3. Install Agones on GKE or Minikube.  
 
-To install on GKE, follow the install instructions (if you haven't already) at [Install and configure Agones on Kubernetes](../install/README.md#setting-up-a-google-kubernetes-engine-gke-cluster). At least, you should have "Setting up a Google Kubernetes Engine (GKE) cluster", "Enabling creation of RBAC resources" and "Installing Agones" done.
+To install on GKE, follow the install instructions (if you haven't already) at
+[Setting up a Google Kubernetes Engine (GKE) cluster](../install/README.md#setting-up-a-google-kubernetes-engine-gke-cluster). Also complete the "Enabling creation of RBAC resources" and "Installing Agones" sets of instructions on the same page.
 
-To install locally on Minikube, read [Developing, Testing, and Building Agones](../build/README.md) making sure to follow the instructions in the [Running A Test Minikube cluster](../build/README.md#running-a-test-minikube-cluster) section.
+To install locally on Minikube, read [Setting up a Minikube cluster](../install/README.md#setting-up-a-minikube-cluster).  Also complete the "Enabling creation of RBAC resources" and "Installing Agones" sets of instructions on the same page.
 
 ## Modify the code and push another new image
 
-### Modify the source code
+### Modify the simple-udp example source source code
 Modify the main.go file. For example:
 
 Change main.go line 92:
@@ -25,64 +26,48 @@ ack := "ACK: " + txt + "\n"
 
 To:
 ```go
-ack := "ACK: Hi," + txt + "\n"
+ack := "ACK: Echo says " + txt + "\n"
 ```
 
-
 ### Build Server
 Since Docker image is using Alpine Linux, the "go build" command has to include few more environment variables.
 
 ```bash
-go get agones.dev/agones/pkg/sdk
-GOOS=linux GOARCH=amd64 CGO_ENABLED=0 go build -o bin/server -a -v main.go
+>> go get agones.dev/agones/pkg/sdk
+>> GOOS=linux GOARCH=amd64 CGO_ENABLED=0 go build -o bin/server -a -v main.go
 ```
 
 ## Using Docker File
 
 ### Create a new docker image
 ```bash
-docker build -t gcr.io/[PROJECT_ID]/agones-udp-server:0.2 .
+>> docker build -t gcr.io/[PROJECT_ID]/agones-udp-server:modified .
 ```
+
 Note: you can change the image name "agones-udp-server" to something else.
 
 ### If using GKE, push the image to GCP Registry
 ```bash
-docker push gcr.io/[PROJECT_ID]/agones-udp-server:0.2
+>> docker push gcr.io/[PROJECT_ID]/agones-udp-server:modified
 ```
+
 Note: Review [Authentication Methods](https://cloud.google.com/container-registry/docs/advanced-authentication)
 for additional information regarding use of gcloud as a Docker credential helper
 and advanced authentication methods to the Google Container Registry.
 
-### If using Minikube, change directory to agones/build and push the image into Minikube
+### If using Minikube, load the image into Minikube
 ```bash
-cd ../../../build &&
-make minikube-transfer-image TAG=[PROJECT_ID]/agones-udp-server:0.2
+>> docker save gcr.io/[PROJECT_ID]/agones-udp-server:modified | (eval $(minikube docker-env) && docker load)
 ```
-and then change directory back to simple-udp/server
 
-```bash
-cd ../examples/simple-udp/server
-```
-
-### For GKE, modify gameserver.yaml
+### Modify gameserver.yaml
 Modify the following line from gameserver.yaml to use the new configuration.
 
 ```
     spec:
       containers:
       - name: agones-simple-udp
-        image: gcr.io/[PROJECT_ID]/agones-udp-server:0.2
-```
-
-### For Minikube local development, modify gameserver.yaml
-Modify the following line from gameserver.yaml to use the new configuration.
-
-```
-    spec:
-      containers:
-      - name: agones-simple-udp
-        image: gcr.io/[PROJECT_ID]/agones-udp-server:0.2
-        imagePullPolicy: Never
+        image: gcr.io/[PROJECT_ID]/agones-udp-server:modified
 ```
 
 ### If using GKE, deploy Server to GKE
@@ -106,9 +91,7 @@ Apply the latest settings to kubernetes container.
 ```
 
 ### Verify
-Follow the instruction from this link: https://github.com/GoogleCloudPlatform/agones/blob/master/docs/create_gameserver.md.
-
-Let's retrieve the IP address and the allocated port of your Game Server :
+Let's retrieve the IP address and the allocated port of your Game Server:
 
 ```
 kubectl get gs simple-udp -o jsonpath='{.status.address}:{.status.ports[0].port}'
@@ -122,11 +105,15 @@ You can now communicate with the Game Server :
 
 ```
 nc -u {IP} {PORT}
-Hello World !
-ACK: Hello World !
+Hello World!
+ACK:  Echo says  Hello World!
 EXIT
 ```
 
 You can finally type `EXIT` which tells the SDK to run the [Shutdown command](../sdks#shutdown), and therefore shuts down the `GameServer`.  
 
 If you run `kubectl describe gameserver` again - either the GameServer will be gone completely, or it will be in `Shutdown` state, on the way to being deleted.
+
+## Next Steps
+
+If you want to perform rolling updates of modified game servers, see [Quickstart Create a Game Server Fleet](./create_fleet.md).