diff --git a/guides/test-auto-fix.mdx b/guides/test-auto-fix.mdx
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+---
+title: "Test Auto-Fix Demo"
+description: "This page has an intentionally misplaced image to test the auto-fix bot"
+---
+
+# Test Auto-Fix Demo
+
+This is a test page to demonstrate the auto-fix workflow.
+
+## Intentionally Misplaced Image
+
+The image below is in the wrong directory (`images/wrong-location/`) instead of `images/guides/test-auto-fix/`:
+
+![Demo Screenshot](../images/guides/test-auto-fix/demo-screenshot.png)
+
+## What Should Happen
+
+1. The validation bot should detect this image is in the wrong location
+2. It should comment on the PR with a simple auto-fix button
+3. Click the button to trigger the auto-fix bot
+4. The bot will move the image and update this reference automatically
+
+Let's see the simplified workflow in action!
+
diff --git a/images/guides/test-auto-fix/demo-screenshot.png b/images/guides/test-auto-fix/demo-screenshot.png
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Binary files /dev/null and b/images/guides/test-auto-fix/demo-screenshot.png differ