diff --git a/marp_slides.md b/marp_slides.md
index e820182..b0d0830 100644
--- a/marp_slides.md
+++ b/marp_slides.md
@@ -39,7 +39,7 @@ style: |
     }
 ---
 
-# AVD and CVaaS Demo
+# AVD Provisioning on CVaaS
 
 <!-- Do not add page number on this slide -->
 <!--
@@ -47,18 +47,13 @@ _paginate: false
 -->
 
 ```text
+Provisioning Workflow Demo
 Petr Ankudinov
                                       Sep 2023
 ```
 
 ![bg right fit](img/avd-logo.webp)
 
-<style scoped>footer {font-size: 25px; color: red; opacity: 0.6; text-shadow: 2px 2px rgba(0,0,0,.4);}</style>
-<!-- Add footer starting from this slide -->
-<!--
-footer: 'Ansible Community Day, Berlin'
--->
-
 ---
 
 # $ whoami
@@ -76,6 +71,64 @@ footer: '![h:20](https://www.arista.com/assets/images/logo/Arista_Logo.png)'
   - Over 20 years of experience in IT with a bit of everything
   - ACE: L5, CCIE 37521
   - Passionate DC and network automation engineer
-  - Daily (and nightly) user of Ansible, VSCode and more
+  - Daily (and nightly) VSCode user
 
 ![bg right vertical w:200](img/pa-photo.jpg)
+
+---
+
+# Agenda
+
+<style scoped>section {font-size: 22px;}</style>
+
+![bg right ](img/pexels-suzy-hazelwood-1226398.jpg)
+
+- Ansible AVD collection overview
+- tbd
+
+---
+
+# Credits and References
+
+<style scoped>section {font-size: 12px;}</style>
+
+<!-- Add footer starting from this slide -->
+<!--
+footer: '![h:20](https://www.arista.com/assets/images/logo/Arista_Logo.png)'
+-->
+
+This repository is based on many awesome open source repositories and some free/commercial Github features:
+
+Tool | Purpose
+-----|------------
+[VS Code](https://code.visualstudio.com/) | create this repository code
+[DevContainers](https://code.visualstudio.com/docs/remote/containers) | our topic for today
+[Marpit](https://marp.app/) | Markdown slide deck framework
+[Github Actions](https://github.com/features/actions) | build slides and containers
+[Github Pages](https://pages.github.com/) | publish slides
+[Github Packages](https://github.com/features/packages) | publish containers
+[Github Codespaces](https://github.com/features/codespaces) | run the demo container
+[Carbon](https://carbon.now.sh/) | code snippets
+[Pexels](https://www.pexels.com/) and [Unsplash](https://unsplash.com/) | Excellent free stock photos resources. It's not possible to reference every author individually, but their work is highly appreciated.
+[excalidraw](https://github.com/excalidraw/excalidraw), [drawio](https://github.com/jgraph/drawio), [tldraw](https://github.com/tldraw/tldraw) | VSCode plugins to create drawings
+[Containerlab](https://containerlab.dev) | Orchestration tool for container based networking labs
+[Arista AVD Ansible Collection](https://avd.arista.com/4.3/index.html) | Ansible collection used to build EVPN network
+[Ansible](https://www.ansible.com) | Automation for everyone.
+
+---
+
+# What is Ansible AVD?
+
+<style scoped>section {font-size: 20px;}</style>
+
+![bg right fit](excalidraw/provisioning-building-blocks.png)
+
+- [AVD](https://avd.arista.com/) stands for Arista Validated Design as it was based on the [EVPN Deployment Guide](https://www.arista.com/custom_data/downloads/?f=/support/download/DesignGuides/EVPN_Deployment_Guide.pdf)
+- A very successful community project used to deploy EVPN based Data Center fabrics
+  - Over [200 stars on Github](https://github.com/aristanetworks/ansible-avd) and 79 contributors as of Sep 2023
+  - The most active Arista collection on [Ansible Galaxy](https://galaxy.ansible.com/arista/avd)
+- High level workflow:
+  - Define abstracted group/host vars using AVD data model
+  - Generate low level device specific variables (aka structured configs)
+  - Parse templates, build plain text configs
+  - Deliver configs to network devices using Ansible `arista.eos.eos_config`