diff --git a/slides/containers/Container_Network_Model.md b/slides/containers/Container_Network_Model.md
index 9e13700b..8bcf72cf 100644
--- a/slides/containers/Container_Network_Model.md
+++ b/slides/containers/Container_Network_Model.md
@@ -107,9 +107,17 @@ class: pic
 
 class: pic
 
+## Two containers on a single Docker network
+
+![bridge2](images/bridge2.png)
+
+---
+
+class: pic
+
 ## Two containers on two Docker networks
 
-![bridge3](images/bridge2.png)
+![bridge3](images/bridge3.png)
 
 ---
 
diff --git a/slides/containers/Local_Development_Workflow.md b/slides/containers/Local_Development_Workflow.md
index 206e8e3b..dee592ee 100644
--- a/slides/containers/Local_Development_Workflow.md
+++ b/slides/containers/Local_Development_Workflow.md
@@ -309,54 +309,6 @@ and *canary deployments*.
 
 ---
 
-## Improving the workflow
-
-The workflow that we showed is nice, but it requires us to:
-
-* keep track of all the `docker run` flags required to run the container,
-
-* inspect the `Dockerfile` to know which path(s) to mount,
-
-* write scripts to hide that complexity.
-
-There has to be a better way!
-
----
-
-## Docker Compose to the rescue
-
-* Docker Compose allows us to "encode" `docker run` parameters in a YAML file.
-
-* Here is the `docker-compose.yml` file that we can use for our "namer" app:
-
-  ```yaml
-  www:
-    build: .
-    volumes:
-      - .:/src
-    ports:
-      - 80:9292
-  ```
-
-* Try it:
-  ```bash
-  $ docker-compose up -d
-  ```
-
----
-
-## Working with Docker Compose
-
-* When you see a `docker-compose.yml` file, you can use `docker-compose up`.
-
-* It can build images and run them with the required parameters.
-
-* Compose can also deal with complex, multi-container apps.
-
-  (More on this later!)
-
----
-
 ## Recap of the development workflow
 
 1. Write a Dockerfile to build an image containing our development environment.
diff --git a/slides/images/bridge1.png b/slides/images/bridge1.png
old mode 100644
new mode 100755
index 70b3128b..db19b009
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diff --git a/slides/images/bridge2.png b/slides/images/bridge2.png
old mode 100644
new mode 100755
index 9d44ab62..5a3d0105
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diff --git a/slides/images/bridge3.png b/slides/images/bridge3.png
new file mode 100755
index 00000000..ed5eb918
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diff --git a/slides/workshop.css b/slides/workshop.css
index 88f707c3..f3047404 100644
--- a/slides/workshop.css
+++ b/slides/workshop.css
@@ -110,7 +110,7 @@ div.pic img {
   display: block;
   margin: auto;
   max-width: 1210px;
-  max-height: 681px;
+  max-height: 550px;
 }
 div.pic h1, div.pic h2, div.title h1, div.title h2 {
   text-align: center;