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diff --git a/01-claude-ocp/presentation.md b/01-claude-ocp/presentation.md
index ae93324..2c7a715 100644
--- a/01-claude-ocp/presentation.md
+++ b/01-claude-ocp/presentation.md
@@ -42,7 +42,7 @@ What is MCP?
 <!-- new_line -->
 <!-- alignment: center -->
 <!-- font_size: 2 -->
-**MCP gives tools to AI**
+MCP gives tools to AI
 ===
 ![image](robot.png)
 <!-- no_footer -->
@@ -123,9 +123,11 @@ sequenceDiagram
     LLM->>ArgoCD: Get GitOps application
 	LLM->>Git: Get Git repo
     LLM->>LLM: Plan fix
+	LLM->>You: Here is the plan. Requesting Approval
+	You->>LLM: Approved
     LLM->>Git: Push fix to Git
     LLM->>OCP: Verify change applied
-	LLM->>You: The issue was X. I resolved by doing Y
+	LLM->>You: Applied Succesfully
 ```
 <!-- pause -->
 <!-- column: 1 -->
@@ -135,6 +137,9 @@ sequenceDiagram
 <!-- new_line --> 
 <!-- new_line -->
 <!-- new_line -->
+<!-- new_line --> 
+<!-- new_line -->
+<!-- new_line -->
 ![image:width:100%](homerspin.gif)
 
 
@@ -176,14 +181,32 @@ Tools for the demo
 <!-- new_line -->
 * `argocd-mcp-server` - ArgoCD (aka Openshift GitOps) application management
 <!-- new_line -->
-* `minio-mcp-server` - S3-Compatible Object storage operations
 
 <!-- no_footer -->
 <!-- speaker_note: Explain the tools in the wider context -->
 <!-- speaker_note: openshift - complete CRUD access -->
 <!-- speaker_note: gitea - ability to read and commit, create repos etc. -->
 <!-- speaker_note: ArgoCD - add and keep deployments in a specified state -->
-<!-- speaker_note: MinIO - self-hosted S3 -->
+<!-- end_slide -->
+
+
+
+
+
+<!-- font_size: 4 -->
+Prompt Engineering
+===
+<!-- font_size: 2 --> 
+Intent vs. Instruction
+===
+<!-- font_size: 2 --> 
+![image:width:100%](table.png)
+
+<!-- pause -->
+<!-- new_line -->
+<!-- new_line -->
+<!-- font_size: 2 --> 
+Ambiguity is the enemy of automation. If you don’t define ‘safe’… the AI will.
 <!-- end_slide -->
 
 
diff --git a/01-claude-ocp/table.png b/01-claude-ocp/table.png
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