diff --git a/img/kube/namespace-selection.jpg b/img/kube/namespace-selection.jpg
index 7c34fc9..aeae836 100644
Binary files a/img/kube/namespace-selection.jpg and b/img/kube/namespace-selection.jpg differ
diff --git a/img/swarm/pets-configure.jpg b/img/swarm/pets-configure.jpg
index f54f029..63e27f7 100644
Binary files a/img/swarm/pets-configure.jpg and b/img/swarm/pets-configure.jpg differ
diff --git a/img/swarm/pets-container-list.jpg b/img/swarm/pets-container-list.jpg
index 8885ec6..c4cf61f 100644
Binary files a/img/swarm/pets-container-list.jpg and b/img/swarm/pets-container-list.jpg differ
diff --git a/img/swarm/pets-service-link.jpg b/img/swarm/pets-service-link.jpg
index 86d677b..d496a7d 100644
Binary files a/img/swarm/pets-service-link.jpg and b/img/swarm/pets-service-link.jpg differ
diff --git a/kube.md b/kube.md
index 06cbb7a..2c9786b 100644
--- a/kube.md
+++ b/kube.md
@@ -40,7 +40,7 @@ We will setup 'kubectl' on the **manager1** instance. To do so, run the
 following commands in the shell on **manager1**
 
 ```
-password='typeInPasswordHere'
+password='admin1234'
 
 controller="$(curl -sS https://${PWD_HOST_FQDN}/sessions/${SESSION_ID} | jq -r '.instances[] | select(.hostname == "manager1") | .proxy_host').direct.${PWD_HOST_FQDN}"
 
@@ -60,7 +60,7 @@ cd ..
 Next clone the `docker-networking-workshop` repo and navigate to the `kubernetes` directory on the **manager1** node:
 
 ```
-git clone https://github.com/sixeyed/docker-networking-workshop.git
+git clone https://github.com/GuillaumeMorini/docker-networking-workshop.git
 cd ./docker-networking-workshop/kubernetes
 ```
 
@@ -87,11 +87,9 @@ kubectl apply -f ./manifests/
 ![ucb kubernetes namespace selection](img/kube/namespace-selection.jpg)
 ![kubernetes namespace context confirmation](img/kube/context-switch.jpg)
 
-* Finally, find and click on the `managent-ui` **loadbalancer** and a
-  new web browser tab/window should open showing the real-time application data
-  flows.
-  
-![select the load balancer](img/kube/get-loadbalancer.jpg)
+* Finally, find and click on the `management-ui` **Load Balancers**, then on the one named **management-ui**, scroll to find the node port (should be 33002) and open a new web browser tab/window with UCP url and add the node port behind (like `http://ip172-18-0-6-bc2m2d8qitt0008vqor0.direct.ee-beta2.play-with-docker.com:33002`). This should show the real-time application data flows.
+
+Be sure to check that you forced your browser to use http and not https, as the app is based on HTTP.
 
 > If it all worked, you should now see something that looks like the
 > image below
diff --git a/swarm.md b/swarm.md
index b4bed1a..da5cb10 100644
--- a/swarm.md
+++ b/swarm.md
@@ -379,11 +379,20 @@ Now that you have a Swarm initialized it's time to create an **overlay** network
 
 Create a new overlay network called **overnet** by running `docker network create -d overlay overnet` on **manager1**.
 
+> **NOTE:** We can encrypt overlay networks using _--opt encrypted_, this enables IPSEC encryption at the level of the vxlan, but take care with this option because it adds some performance penalty.
+
 ```
 $ docker network create -d overlay overnet
 wlqnvajmmzskn84bqbdi1ytuy
 ```
 
+If you want to attach a container later to this network, you should use the attachable flag.
+
+```
+$ docker network create -d overlay --attachable overnet
+wlqnvajmmzskn84bqbdi1ytuy
+```
+
 Use the `docker network ls` command to verify the network was created successfully:
 
 ```
@@ -399,11 +408,7 @@ Run the `docker network ls` command on **worker1** to show all the overlay netwo
 ```
 $ docker network ls --filter driver=overlay
 NETWORK ID          NAME                DRIVER              SCOPE
-55f10b3fb8ed        bridge              bridge              local
-b7b30433a639        docker_gwbridge     bridge              local
-a7449465c379        host                host                local
 8hq1n8nak54x        ingress             overlay             swarm
-06c349b9cc77        none                null                local
 ```
 
 > The **overnet** network is not in the list. This is because Docker only extends overlay networks to hosts when they are needed. This is usually when a host runs a task from a service that is created on the network. We will see this shortly.
@@ -530,7 +535,7 @@ Execute the following commands from **worker3**, to verify that containers on th
 Store the ID of the service task container to a varable:
 
 ```
-id=$(docker container ls --last 1 --format "{{ .ID }}")
+id=$(docker container ls --last 1 --filter name=ubuntu --format "{{ .ID }}")
 ```
 
 And now confirm you can ping the container running on **worker3** from the container running on **worker2**:
@@ -548,7 +553,7 @@ The output above shows that all the tasks from the **ubuntu** service are on the
 
 Now that you have a working service using an overlay network, let's test service discovery.
 
-Still on **worker2**, use the container ID you have stored to see how DNS resolution is configured in containers. Run `cat /etc/resolv.conf`:
+Still on **worker3**, use the container ID you have stored to see how DNS resolution is configured in containers. Run `cat /etc/resolv.conf`:
 
 ```
 $ docker container exec $id cat /etc/resolv.conf
@@ -623,7 +628,7 @@ Towards the bottom of the output you will see the VIP of the service listed. The
 Now that you're connected to **manager1** you can repeate the same `ping` command using the container running on the manager - you will get a response form the same VIP:
 
 ```
-$ id=$(docker container ls --last 1 --format "{{ .ID }}")
+id=$(docker container ls --last 1 --filter name=ubuntu --format "{{ .ID }}")
 
 $ docker container exec $id ping -c 2 ubuntu
 PING ubuntu (10.0.0.2) 56(84) bytes of data.
@@ -642,27 +647,27 @@ Create the service with a single replica, using the **manager1** node:
 docker service create -p 5000:5000 -d --name pets --replicas=1 nicolaka/pets_web:1.0
 ```
 
-Browse to UCP and using the left navigation click on _Swarm...Services_. You'll see the **pets** service in the list - click on the service and in the details panel on the right you can see a link to the published endpoint:
+Browse to UCP and using the left navigation click on _Swarm...Services_. You'll see the **pets** service in the list - click on the service and look for endpoints section, copy the URL:
 
-[](img/swarm/pets-service-link.jpg)
+![](img/swarm/pets-service-link.jpg)
 
-Click the link and the app will open in a new browser tab:
+ Paste it in a new tab in your browser:
 
-[](img/swarm/pets-1.jpg)
+![](img/swarm/pets-1.jpg)
 
 > The domain name you're browsing to is the UCP manager node. The ingress network receives the request and routes it to one of the service tasks - any node in the cluster can respond to the request by internally routing it to a container.
 
 Try scaling up the service. In UCP select the **pets** service and click _Configure_:
 
-[](img/swarm/pets-configure.jpg)
+![](img/swarm/pets-configure.jpg)
 
 Select the _Scheduling_ section, and run more tasks by setting the _Scale_ level to 10:
 
-[](img/swarm/pets-scale.jpg)
+![](img/swarm/pets-scale.jpg)
 
-Click save and UCP returns to the service list. The service is scaling up and you can see the container list by clicking on _Inspect Resource...Containers_:
+Click save and UCP returns to the service list. The service is scaling up and you can see the container list by clicking on the **pets** service and scrolling down to the bottom of the page:
 
-[](img/swarm/pets-container-list.jpg)
+![](img/swarm/pets-container-list.jpg)
 
 You'll see containers running on nodes across the cluster. Now refresh the tab with the Pets website. Each time you refresh you'll see a different container ID. Docker swarm load-balances requests across all the tasks in the service.