doc: fill in docs/scenarios/1

Author: starpit

Diff for: docs/scenarios/1.md

@@ -0,0 +1,23 @@
+# The CodeFlare Stack - Scenario 1
+
+### Introductory Demo
+
+This scenario provides a simple demo that shows the CodeFlare stack in action.
+
+**Goals**: Learning<br>
+**You Provide**: nothing, it just works! <br>
+**CodeFlare Stack Provides**: [Ray](https://www.ray.io/) cluster **|** [Kubernetes](https://kubernetes.io/) management **|** Distributed training job
+
+---
+
+To start:
+
+```shell
+codeflare ml/codeflare/training/demos/getting-started
+```
+
+### CLI In Action
+
+<a href="https://asciinema.org/a/518021" target="_blank"><img src="https://asciinema.org/a/518021.svg" width="600" /></a>
+
+[Back to Top](README.md)

Diff for: docs/scenarios/README.md

@@ -12,7 +12,7 @@ first, choose what you would like to accomplish:
 - [**Introductory Demo**](1.md) I want to see the experience in action. <br>
   **Goals**: Learning<br>
   **You Provide**: nothing, it just works! <br>
-  **CodeFlare Stack Provides**: [Ray](https://www.ray.io/) cluster **|** [Kubernetes](https://kubernetes.io/) management **|** Distributed training job **|** Pop-up Dashboards
+  **CodeFlare Stack Provides**: [Ray](https://www.ray.io/) cluster **|** [Kubernetes](https://kubernetes.io/) management **|** Distributed training job
 - [**Train a Masked Language Model (Demo)**](2.md)<br>
   **Goals**: Learning<br>
   **You Provide**: nothing, it just works!<br>