doc: improve/update README

Author: starpit

README.md

@@ -3,56 +3,43 @@
 [![Kube Tests](https://github.com/project-codeflare/codeflare-cli/actions/workflows/kind.yml/badge.svg)](https://github.com/project-codeflare/codeflare-cli/actions/workflows/kind.yml)
 [![Self-test Tests](https://github.com/project-codeflare/codeflare-cli/actions/workflows/self-test.yml/badge.svg)](https://github.com/project-codeflare/codeflare-cli/actions/workflows/self-test.yml)
 
-# CodeFlare Desktop Client
+# The CodeFlare CLI
 
 <p align="center">
-<img src="./images/codeflare_cli.svg" width="110" height="110" align="left">
+  <img src="./images/codeflare_cli.svg" width="110" height="110" align="left">
 </p>
 
+<a href="https://asciinema.org/a/518021" target="_blank"><img src="https://asciinema.org/a/518021.svg" width="300" align="right"/></a>
+
 [CodeFlare](https://codeflare.dev) is a framework to simplify the
 integration, scaling and acceleration of complex multi-step analytics
 and machine learning pipelines on the cloud.
 
 This repository is home to the open source CodeFlare CLI,
-`codeflare`. On macOS, you can [get started
-immediately](#installation) using `brew install`.
-
-| **Rapid Job Submission**                                                                        | **Optimized Inner Loop**                                                                                                           | **Pop-up Dashboards**                                                                                                       |
-| ----------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------- |
-| `codeflare` guides you via a series of questions. Where is your data? How many GPUs are needed? | You may name the set of answers you provided. We call this a **profile**. Your inner loop becomes: `codeflare -y -p <profileName>` | `codeflare` offers convenient access to MLFlow, Tensorboard, and a custom dashboard that tracks a job's resources and logs. |
-| `codeflare` glues answers together and submits a Kubernetes job.                                | Quickly switch between profiles. Submit concurrent jobs to distinct profiles.                                                      | No fiddling with yaml and port forwards. With a few clicks, a dashboard window pops open.                                   |
-
-## Scenarios
-
-Interested in finding use cases that match up with your own? Check out our [Scenarios](./docs/scenarios/#readme) page.
+`codeflare`. This CLI helps you to submit and observe jobs in a
+Kubernetes cluster.
 
-## Tray Menu
+[Check out some use cases in motion](./docs/scenarios/README.md#readme).
 
-<img align="right" width="275" src="docs/images/tray/activeruns.png">
-
-The CodeFlare tray menu offers quick access to the most common
-features. On macOS and Linux, the menu will appear the upper right of
-your menubar, as shown in the screenshot to the right.
-
-To launch the CodeFlare tray menu from your terminal, try `codeflare hello`. You should now see a `CF` tray menu.
+<a href="https://asciinema.org/a/517993" target="_blank"><img src="https://asciinema.org/a/517993.svg" width="300" align="right"/></a>
 
 ## Installation
 
-On macOS, if you have [HomeBrew](https://brew.sh/) installed:
+Please visit the
+[Releases](https://github.com/project-codeflare/codeflare-cli/releases/latest)
+page to download the package for your platform, unpack it, and place
+the enclosed `bin/` directory on your `PATH`. macOS users may use
+[HomeBrew](https://brew.sh/) to expedite installation:
 
     brew tap project-codeflare/codeflare-cli https://github.com/project-codeflare/codeflare-cli
     brew install codeflare
 
-Otherwise, visit our
-[Releases](https://github.com/project-codeflare/codeflare-cli/releases/latest)
-page to download the zip file for your platform. Unzip and place the
-enclosed `bin/` directory on your `PATH`.
+<a href="https://asciinema.org/a/517989" target="_blank"><img src="https://asciinema.org/a/517989.svg" width="300" align="right"/></a>
 
 ## Command Line Options
 
 - `-y/--yes`: Repeat a prior run using all of the same answers, without any prompts.
 - `-p/--profile`: Use a named profile. By default, your choices will be stored in a profile named "default".
-- `-t/--team`: We have support for specializing the CLI towards specific clusters. Contact your admin for a preferred team name.
 - `-V`: this will provide verbose output of the tool's operation.
 
 ## Contributing