README.md in jets-2.0.1 vs README.md in jets-2.0.3

@@ -6,10 +6,11 @@
 
 ![Build Status](https://codebuild.us-west-2.amazonaws.com/badges?uuid=eyJlbmNyeXB0ZWREYXRhIjoiUE12K3ljQTFQUjVpRW0reGhGVHVQdkplTHlOdUtENnBya2JhVWVXaFIvTU92MlBtV3hIUE9pb25jWGw0MS9jN2RXMERKRHh5Nzhvd01Za0NyeUs5SCtzPSIsIml2UGFyYW1ldGVyU3BlYyI6IkMybEJFaXdzejJEaHNWVmEiLCJtYXRlcmlhbFNldFNlcmlhbCI6MX0%3D&branch=master)
 [![CircleCI](https://circleci.com/gh/tongueroo/jets.svg?style=svg)](https://circleci.com/gh/tongueroo/jets)
 [![Gem Version](https://badge.fury.io/rb/jets.svg)](https://badge.fury.io/rb/jets)
 [![Support](https://img.shields.io/badge/Support-Help-blue.svg)](http://rubyonjets.com/support/)
+[![Gitter Chat](https://badges.gitter.im/tongueroo/jets.png)](https://gitter.im/tongueroo/jets)
 
 **Upgrading**: If you are upgrading Jets, please check on the [Upgrading Notes](http://rubyonjets.com/docs/extras/upgrading/).
 
 ## What is Ruby on Jets?
 
@@ -37,11 +38,11 @@
 end
 ```
 
 Here's the function in the Lambda console:
 
-![](https://raw.githubusercontent.com/tongueroo/jets/master/docs/img/docs/jets-simple-lambda-function-console.png)
+![Code Example in AWS Lambda console](https://raw.githubusercontent.com/tongueroo/jets/master/docs/img/docs/jets-simple-lambda-function-console.png)
 
 
 Though simple functions are supported by Jets, they do not add much value as other ways to write Ruby code with Jets. Classes like [Controllers](http://rubyonjets.com/docs/controllers/) and [Jobs](http://rubyonjets.com/docs/jobs/) add many conveniences and are more powerful to use. We’ll cover them next.
 
 ### Jets Controllers
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 Helper methods like `params` provide the parameters from the API Gateway event. The `render` method renders a Lambda Proxy structure back that API Gateway understands.
 
 Jets creates Lambda functions for each public method in your controller. Here they are in the Lambda console:
 
-![](https://raw.githubusercontent.com/tongueroo/jets/master/docs/img/docs/demo-lambda-functions-controller.png)
+![Lambda Functions for each public method in AWS Console](https://raw.githubusercontent.com/tongueroo/jets/master/docs/img/docs/demo-lambda-functions-controller.png)
 
 ### Jets Routing
 
 You connect Lambda functions to API Gateway URL endpoints with a routes file:
 
@@ -94,11 +95,11 @@
 end
 ```
 
 The `routes.rb` gets translated to API Gateway resources:
 
-![](https://raw.githubusercontent.com/tongueroo/jets/master/docs/img/quick-start/demo-api-gateway.png)
+![API Gateway Resources generated from routes in AWS console](https://raw.githubusercontent.com/tongueroo/jets/master/docs/img/quick-start/demo-api-gateway.png)
 
 Test your API Gateway endpoints with curl or postman. Note, replace the URL endpoint with the one that is created:
 
     $ curl -s "https://quabepiu80.execute-api.us-east-1.amazonaws.com/dev/posts" | jq .
     {
@@ -126,10 +127,10 @@
 end
 ```
 
 `HardJob#dig` runs every 10 hours and `HardJob#lift` runs every 12 hours.  The `rate` and `cron` methods created CloudWatch Event Rules. Example:
 
-![](https://raw.githubusercontent.com/tongueroo/jets/master/docs/img/docs/demo-job-cloudwatch-rule.png)
+![CloudWatch Event Rules in AWS Console](https://raw.githubusercontent.com/tongueroo/jets/master/docs/img/docs/demo-job-cloudwatch-rule.png)
 
 ### Jets Deployment
 
 You can test your application with a local server that mimics API Gateway: [Jets Local Server](http://rubyonjets.com/docs/local-server/). Once ready, deploying to AWS Lambda is a single command.