readme update

Author: mrjf

README.md

@@ -1,32 +1,41 @@
-# Next Ed agentic workflows workshop
+# Next <-> GitHub Educator Summit
 
-This repository is a resource for the workshop at <https://luma.com/law93emw>.
+## Agenda
 
-## What to try
-
-Choose one of these tools and try it in your own repository during the workshop.
-Each tool includes a one-line prompt you can paste into Copilot or the coding
-agent of your choice.
+- Introduce Actions and Agentic Workflows
+- Show Autoloop, Crane and Goal
+- Get hands-one with an agentic workflow in your own repo
 
 ### GitHub Agentic Workflows
 
-[GitHub Agentic Workflows](https://github.com/github/gh-aw) lets you write
-agentic workflows in natural-language Markdown and run them safely in GitHub
-Actions.
+[GitHub Agentic Workflows](https://github.com/github/gh-aw) is a framework for running agents on the Actions compute and event framework. 
 
-Paste this to your agent:
+The quickstart docs here: https://github.github.com/gh-aw/ are a great way to get started, or simply paste this to your agent:
 
 ```text
 Install GitHub Agentic Workflows using https://github.com/github/gh-aw/blob/main/install.md
 ```
 
+To create a new workflow:
+
+```text
+Create a workflow for GitHub Agentic Workflows using https://raw.githubusercontent.com/github/gh-aw/main/create.md
+
+```
+
+Not just for coding! Check out [Peli's Agent Factory](https://github.github.com/gh-aw/blog/2026-01-12-welcome-to-pelis-agent-factory/) for many inspiring examples.  
+
+## Loop Engineering
+
+Rather than directly prompting agents, agentic engineering is shifting toward creating recurring goal-oriented processes that run automatically. This can target goals like performing research, increasing test coverage, migrating a codebase, keeping issues triaged, or anything that you can measure and improve about your repository!
+
 ### Autoloop
 
 [Autoloop](https://github.com/githubnext/autoloop) automates repeated
 improvement loops in a repository: define a goal, target files, and a measurable
 evaluation, and it keeps only changes that improve the metric.
 
-Paste this to your agent:
+Agent install comamnd:
 
 ```text
 Install autoloop using https://github.com/githubnext/autoloop/blob/main/install.md
@@ -38,7 +47,7 @@ Install autoloop using https://github.com/githubnext/autoloop/blob/main/install.
 planning and applying migration steps while preserving behavior through tests and
 health checks.
 
-Paste this to your agent:
+Agent install comamnd:
 
 ```text
 Install crane using https://github.com/githubnext/crane/blob/main/install.md
@@ -50,7 +59,7 @@ Install crane using https://github.com/githubnext/crane/blob/main/install.md
 agentic workflow that keeps working on the same branch and pull request until
 the issue's completion contract is satisfied.
 
-Paste this to your agent:
+Agent install comamnd:
 
 ```text
 Install goal using https://github.com/githubnext/goal/blob/main/install.md
@@ -60,7 +69,8 @@ Install goal using https://github.com/githubnext/goal/blob/main/install.md
 
 1. Clone your repository locally, if you do not already have it.
 2. Start Copilot or the coding agent of your choice in that repository.
-3. Pick one tool from the list above.
+3. Think of a task you want to accomplish in your repo, and match it with one of the tools above 
 4. Paste the tool's install prompt into your agent.
-5. Review the changes your agent proposes before merging or running anything on
-   important branches.
+5. Ask for help!
+
+After today, find us in our [Discord](https://discord.com/invite/K2mVGbR9bK). We would love to help you on your agentic workflows journey.