diff --git a/docs/architecture.md b/docs/architecture.md
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+++ b/docs/architecture.md
@@ -4,6 +4,8 @@
 
 ## Workflow Orchestration Diagram
 
+![Visual Diagram](assets/autogen_architecture.png)
+
 ```mermaid
 flowchart TD
     subgraph Operator[Operator / UI]
diff --git a/docs/assets/autogen_architecture.png b/docs/assets/autogen_architecture.png
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