diff --git a/0_Overview.md b/0_Overview.md
index 878d624..d3b6756 100644
--- a/0_Overview.md
+++ b/0_Overview.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -104,7 +104,7 @@ Click here for more information about: [Z-Order & V-Order](https://github.com/Mi
  
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/AzurePortal/1_MedallionArch/README.md b/AzurePortal/1_MedallionArch/README.md
index e64a298..b292c52 100644
--- a/AzurePortal/1_MedallionArch/README.md
+++ b/AzurePortal/1_MedallionArch/README.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -299,7 +299,7 @@ https://github.com/user-attachments/assets/2a64762a-f120-4448-b0fb-7a49f4d1bedb
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/AzurePortal/1_MedallionArch/docs/README.md b/AzurePortal/1_MedallionArch/docs/README.md
index baf619f..c3858bb 100644
--- a/AzurePortal/1_MedallionArch/docs/README.md
+++ b/AzurePortal/1_MedallionArch/docs/README.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -15,7 +15,7 @@ Last updated: 2025-09-11
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/AzurePortal/2_AI_LLMs/README.md b/AzurePortal/2_AI_LLMs/README.md
index 909e4b3..d1c2ece 100644
--- a/AzurePortal/2_AI_LLMs/README.md
+++ b/AzurePortal/2_AI_LLMs/README.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -397,7 +397,7 @@ Make sure to replace `"your_openai_api_key"`, `"https://your_openai_api_base/"`,
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/AzurePortal/3_AISkills.md b/AzurePortal/3_AISkills.md
index aaecd13..34ef849 100644
--- a/AzurePortal/3_AISkills.md
+++ b/AzurePortal/3_AISkills.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ----------
 
@@ -99,7 +99,7 @@ Key Features:
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/AzurePortal/4_CICD/0_deployment-pipelines/README.md b/AzurePortal/4_CICD/0_deployment-pipelines/README.md
index c3e60e6..6c07891 100644
--- a/AzurePortal/4_CICD/0_deployment-pipelines/README.md
+++ b/AzurePortal/4_CICD/0_deployment-pipelines/README.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -196,7 +196,7 @@ Steps to Set Up Incremental Refresh:
 
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 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/AzurePortal/4_CICD/0_deployment-pipelines/samples/README.md b/AzurePortal/4_CICD/0_deployment-pipelines/samples/README.md
index 435e6e0..fe375cd 100644
--- a/AzurePortal/4_CICD/0_deployment-pipelines/samples/README.md
+++ b/AzurePortal/4_CICD/0_deployment-pipelines/samples/README.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -14,7 +14,7 @@ Last updated: 2025-09-11
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/AzurePortal/4_CICD/1_github-integration.md b/AzurePortal/4_CICD/1_github-integration.md
index f6f3151..c27cbcf 100644
--- a/AzurePortal/4_CICD/1_github-integration.md
+++ b/AzurePortal/4_CICD/1_github-integration.md
@@ -6,7 +6,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ----------
 
@@ -64,7 +64,7 @@ https://github.com/user-attachments/assets/64f099a1-b749-47a6-b723-fa1cb5c575a3
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/README.md b/README.md
index f72cdce..0a8c0e3 100644
--- a/README.md
+++ b/README.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -24,6 +24,40 @@ Last updated: 2025-09-11
 
 </details>
 
+<details> 
+<summary><b> Before Fabric</b> (Click to expand)</summary>
+
+<p float="left">
+  <img src="https://github.com/brown9804/MSCloudEssentials_LPath/assets/24630902/c47ad7c0-375e-4257-b56e-7b3b89619e2f" width="450" height="200" />
+  <img src="https://github.com/user-attachments/assets/1cbb0198-774c-498d-ab60-2f4c8e2a4218" width="350" height="190" />
+</p>
+
+> E.g of a solution prior Microsoft Fabric:
+
+<div align="left">
+  <img src="https://github.com/user-attachments/assets/af2aa6cb-0349-481b-abe4-d8c470551899" 
+       alt="Centered Image" 
+       style="width: 70%; border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
+</div>
+
+> Now from one place:
+
+<div align="left">
+  <img src="https://github.com/user-attachments/assets/aaf00cd7-531a-4dc8-bf2f-c7606c607b87" 
+       alt="Centered Image" 
+       style="width: 70%; border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
+</div>
+
+<div align="left">
+  <img src="https://github.com/user-attachments/assets/8fdb3198-8fda-4dd0-869e-b0dccb268a30" 
+       alt="Centered Image" 
+       style="width: 70%; border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
+</div>
+
+From [Microsoft Documentation](https://learn.microsoft.com/pt-br/fabric/fundamentals/microsoft-fabric-overview)
+
+</details>
+
 For this workshop, you can set up your infrastructure using either of the following approaches:
 
 1. [Infrastructure via Azure Portal](./AzurePortal/): This approach involves creating the infrastructure and performing `all necessary steps through the Azure Portal` and its resources interface. 
@@ -71,7 +105,7 @@ This is an introductory workshop on Microsoft Fabric. Please follow as described
 
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-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/Terraform/README.md b/Terraform/README.md
index 3dff5c2..e2fc144 100644
--- a/Terraform/README.md
+++ b/Terraform/README.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -143,7 +143,7 @@ https://github.com/user-attachments/assets/1ab31707-6f4c-4ec7-9e92-5d5cc96ac5bb
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->
diff --git a/Terraform/troubleshooting.md b/Terraform/troubleshooting.md
index 2d4994c..1f245d7 100644
--- a/Terraform/troubleshooting.md
+++ b/Terraform/troubleshooting.md
@@ -5,7 +5,7 @@ Costa Rica
 [![GitHub](https://img.shields.io/badge/--181717?logo=github&logoColor=ffffff)](https://github.com/)
 [brown9804](https://github.com/brown9804)
 
-Last updated: 2025-09-11
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -176,7 +176,7 @@ Error: Failed to get existing workspaces: Error retrieving keys for Storage Acco
 
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-  <img src="https://img.shields.io/badge/Total%20views-1474-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-11</p>
+  <img src="https://img.shields.io/badge/Total%20views-1379-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
 <!-- END BADGE -->