Update readme and images.

README.md

@@ -2,13 +2,26 @@
 
 [![Circle CI](https://circleci.com/gh/weaveworks/scope/tree/master.svg?style=shield)](https://circleci.com/gh/weaveworks/scope/tree/master) [![Coverage Status](https://coveralls.io/repos/weaveworks/scope/badge.svg)](https://coveralls.io/r/weaveworks/scope) [![Slack Status](https://weave-scope-slack.herokuapp.com/badge.svg)](https://weave-scope-slack.herokuapp.com)
 
-![Weave Scope Screenshot](http://blog.weave.works/wp-content/uploads/2015/11/0.10-Deailts-Panel-2-1.png)
+Weave Scope automatically generates a map of your application, enabling you to
+intuitively understand, monitor, and control your containerized, microservices based application.
 
+### Understand your Docker containers in real-time:
 
-## <a name="overview"></a>Overview
+<img src="imgs/topology.png" width="200" alt="Map you architecture" align="right">
 
-Weave Scope automatically generates a map of your containers, enabling you to
-intuitively understand, monitor, and control your applications.
+Choose an overview of your container infrastructure, or focus on a specific microservice. Easily identify and correct issues to ensure the stability and performance of your containerized applications.
+
+### Contextual details and deep linking:
+
+<img src="imgs/selected.png" width="200" alt="Focus on a single container" align="right">
+
+View contextual metrics, tags and metadata for your containers.  Effortlessly navigate between processes inside your container to hosts your containers run on, arranged in expandable, sortable tables.  Easily to find the container using the most CPU or memory for a given host or service.
+
+### Interact with and manage containers:
+
+<img src="imgs/terminals.png" width="200" alt="Launch a command line." align="right">
+
+Interact with your containers directly: pause, restart and stop containers. Launch a command line. All without leaving the scope browser window.
 
 ## <a name="getting-started"></a>Getting started
 
@@ -27,7 +40,7 @@ boot2docker, replace localhost with the output of `boot2docker ip`.)
 
 If you have any questions about, feedback for or problem with Scope we invite
 you to:
-- <a href="https://weave-scope-slack.herokuapp.com">join out public slack channel</a>
+- <a href="https://weave-scope-slack.herokuapp.com">join our  public slack channel</a>
 - send an email to <a href="mailto:weave-users@weave.works">weave-users@weave.works</a>
 - <a href="https://github.com/weaveworks/scope/issues/new">file an issue</a>