diff --git a/Cost-Management/BillingReport.md b/Cost-Management/BillingReport.md
index bf68928..0ecdefc 100644
--- a/Cost-Management/BillingReport.md
+++ b/Cost-Management/BillingReport.md
@@ -107,7 +107,7 @@ Last updated: 2025-05-02
 
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diff --git a/Cost-Management/BudgetAlerts.md b/Cost-Management/BudgetAlerts.md
index a0d9e7c..6fcb5f5 100644
--- a/Cost-Management/BudgetAlerts.md
+++ b/Cost-Management/BudgetAlerts.md
@@ -65,7 +65,7 @@ Last updated: 2025-05-02
 
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diff --git a/Cost-Management/PricingOverview.md b/Cost-Management/PricingOverview.md
index 5e1a6c8..ef58948 100644
--- a/Cost-Management/PricingOverview.md
+++ b/Cost-Management/PricingOverview.md
@@ -177,7 +177,7 @@ This flexibility allows you to optimize your Microsoft Fabric costs based on you
 
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diff --git a/Deployment-Pipelines/README.md b/Deployment-Pipelines/README.md
index abfbe27..627aab1 100644
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+++ b/Deployment-Pipelines/README.md
@@ -198,7 +198,7 @@ Steps to Set Up Incremental Refresh:
 
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diff --git a/Deployment-Pipelines/samples/README.md b/Deployment-Pipelines/samples/README.md
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@@ -14,7 +14,7 @@ Last updated: 2025-04-15
 
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diff --git a/GitHub-Integration.md b/GitHub-Integration.md
index 5ec6244..0f9e760 100644
--- a/GitHub-Integration.md
+++ b/GitHub-Integration.md
@@ -62,7 +62,7 @@ Last updated: 2025-04-21
 
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diff --git a/Monitoring-Observability/MonitorUsage.md b/Monitoring-Observability/MonitorUsage.md
index 9b92736..6f8c35b 100644
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+++ b/Monitoring-Observability/MonitorUsage.md
@@ -290,7 +290,7 @@ Steps to  Access Microsoft Purview via Audit Logs:
 
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diff --git a/Monitoring-Observability/StepsCapacityAlert.md b/Monitoring-Observability/StepsCapacityAlert.md
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+++ b/Monitoring-Observability/StepsCapacityAlert.md
@@ -49,7 +49,7 @@ Last updated: 2025-04-21
 
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diff --git a/README.md b/README.md
index 533da46..8ce1e7b 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: 2025-08-06
+Last updated: 2025-10-15
 
 ------------------------------------------
 
@@ -48,6 +48,30 @@ Last updated: 2025-08-06
 
 </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" alt="why0" />
+  <img src="https://github.com/user-attachments/assets/1cbb0198-774c-498d-ab60-2f4c8e2a4218" width="350" height="190" alt="why2" />
+</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="why3"
+       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="why4"
+       style="width: 70%; border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
+</div>
+
+</details>
+
 <div align="center">
   <img src="https://github.com/user-attachments/assets/8fdb3198-8fda-4dd0-869e-b0dccb268a30" alt="Centered Image" style="border: 2px solid #4CAF50; border-radius: 5px; padding: 5px;"/>
 </div>
@@ -244,7 +268,7 @@ Click to read more about [Microsoft Purview for Fabric - Overview](./Workloads-S
 
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diff --git a/Security/CopyJobPermissions.md b/Security/CopyJobPermissions.md
index 4c8d099..f338b1f 100644
--- a/Security/CopyJobPermissions.md
+++ b/Security/CopyJobPermissions.md
@@ -46,7 +46,7 @@ Last updated: 2025-05-08
 
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diff --git a/Security/DashboardPermissions.md b/Security/DashboardPermissions.md
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--- a/Security/DashboardPermissions.md
+++ b/Security/DashboardPermissions.md
@@ -54,7 +54,7 @@ Last updated: 2025-05-08
 
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diff --git a/Security/DataPipelinesPermissions.md b/Security/DataPipelinesPermissions.md
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+++ b/Security/DataPipelinesPermissions.md
@@ -49,7 +49,7 @@ Last updated: 2025-05-08
 
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diff --git a/Security/EventStreamPermissions.md b/Security/EventStreamPermissions.md
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+++ b/Security/EventStreamPermissions.md
@@ -50,7 +50,7 @@ Last updated: 2025-05-08
 
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diff --git a/Security/HealthcareDataSolutionsPermissions.md b/Security/HealthcareDataSolutionsPermissions.md
index 57f27dc..d294555 100644
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+++ b/Security/HealthcareDataSolutionsPermissions.md
@@ -50,7 +50,7 @@ Last updated: 2025-05-08
 
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diff --git a/Security/LakehousePermissions.md b/Security/LakehousePermissions.md
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+++ b/Security/LakehousePermissions.md
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diff --git a/Security/README.md b/Security/README.md
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@@ -20,7 +20,7 @@ Last updated: 2025-05-08
 
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diff --git a/Security/SemanticModelsPermissions.md b/Security/SemanticModelsPermissions.md
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@@ -41,7 +41,7 @@ Last updated: 2025-05-08
 
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diff --git a/Security/WarehousePermissions.md b/Security/WarehousePermissions.md
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@@ -127,7 +127,7 @@ Last updated: 2025-05-08
 
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diff --git a/Terraform/README.md b/Terraform/README.md
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--- a/Terraform/README.md
+++ b/Terraform/README.md
@@ -156,7 +156,7 @@ graph TD;
 
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diff --git a/Terraform/troubleshooting.md b/Terraform/troubleshooting.md
index 782ddb5..bb691c5 100644
--- a/Terraform/troubleshooting.md
+++ b/Terraform/troubleshooting.md
@@ -185,7 +185,7 @@ Error: Failed to get existing workspaces: Error retrieving keys for Storage Acco
 
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diff --git a/Workloads-Specific/DataEngineering/BestPractices.md b/Workloads-Specific/DataEngineering/BestPractices.md
index 10cc587..af588d7 100644
--- a/Workloads-Specific/DataEngineering/BestPractices.md
+++ b/Workloads-Specific/DataEngineering/BestPractices.md
@@ -65,7 +65,7 @@ Last updated: 2025-05-03
 
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diff --git a/Workloads-Specific/DataFactory/BestPractices.md b/Workloads-Specific/DataFactory/BestPractices.md
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+++ b/Workloads-Specific/DataFactory/BestPractices.md
@@ -476,7 +476,7 @@ graph TD
 
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diff --git a/Workloads-Specific/DataFactory/HowMonitorChanges.md b/Workloads-Specific/DataFactory/HowMonitorChanges.md
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+++ b/Workloads-Specific/DataFactory/HowMonitorChanges.md
@@ -127,7 +127,7 @@ Last updated: 2025-04-21
 
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diff --git a/Workloads-Specific/DataScience/AI_integration/README.md b/Workloads-Specific/DataScience/AI_integration/README.md
index c31fdfe..39c28cd 100644
--- a/Workloads-Specific/DataScience/AI_integration/README.md
+++ b/Workloads-Specific/DataScience/AI_integration/README.md
@@ -399,7 +399,7 @@ Make sure to replace `"your_openai_api_key"`, `"https://your_openai_api_base/"`,
 
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diff --git a/Workloads-Specific/DataScience/BestPractices.md b/Workloads-Specific/DataScience/BestPractices.md
index f54447c..bc5a04b 100644
--- a/Workloads-Specific/DataScience/BestPractices.md
+++ b/Workloads-Specific/DataScience/BestPractices.md
@@ -56,7 +56,7 @@ Click to read [Demonstration: Data Agents in Microsoft Fabric](./Data_Agents.md)
 
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diff --git a/Workloads-Specific/DataScience/Data_Agents.md b/Workloads-Specific/DataScience/Data_Agents.md
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+++ b/Workloads-Specific/DataScience/Data_Agents.md
@@ -87,7 +87,7 @@ Key Features:
 
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diff --git a/Workloads-Specific/DataScience/How_AutoML/README.md b/Workloads-Specific/DataScience/How_AutoML/README.md
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--- a/Workloads-Specific/DataScience/How_AutoML/README.md
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diff --git a/Workloads-Specific/DataWarehouse/Medallion_Architecture/README.md b/Workloads-Specific/DataWarehouse/Medallion_Architecture/README.md
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@@ -15,7 +15,7 @@ Last updated: 2025-05-03
 
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diff --git a/Workloads-Specific/PowerBi/BestPractices.md b/Workloads-Specific/PowerBi/BestPractices.md
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-  <img src="https://img.shields.io/badge/Total%20views-1349-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-06</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
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diff --git a/Workloads-Specific/PowerBi/ConfigureCloudConnectionsGateways.md b/Workloads-Specific/PowerBi/ConfigureCloudConnectionsGateways.md
index b06cb6b..07c5f9c 100644
--- a/Workloads-Specific/PowerBi/ConfigureCloudConnectionsGateways.md
+++ b/Workloads-Specific/PowerBi/ConfigureCloudConnectionsGateways.md
@@ -235,7 +235,7 @@ Steps to Restrict Access for On-Premises Data Gateways:
 
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-  <img src="https://img.shields.io/badge/Total%20views-1280-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
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diff --git a/Workloads-Specific/PowerBi/ConfigureReadAccess.md b/Workloads-Specific/PowerBi/ConfigureReadAccess.md
index 10c9a39..af01253 100644
--- a/Workloads-Specific/PowerBi/ConfigureReadAccess.md
+++ b/Workloads-Specific/PowerBi/ConfigureReadAccess.md
@@ -143,7 +143,7 @@ Click here for [Demostration: How to Configure Workspace App](./ConfigureWorkspa
 
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-  <img src="https://img.shields.io/badge/Total%20views-1280-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
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diff --git a/Workloads-Specific/PowerBi/ConfigureWorkspaceApp.md b/Workloads-Specific/PowerBi/ConfigureWorkspaceApp.md
index e94ad9e..3400f15 100644
--- a/Workloads-Specific/PowerBi/ConfigureWorkspaceApp.md
+++ b/Workloads-Specific/PowerBi/ConfigureWorkspaceApp.md
@@ -113,7 +113,7 @@ Last updated: 2025-04-21
 
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-  <img src="https://img.shields.io/badge/Total%20views-1280-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
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diff --git a/Workloads-Specific/PowerBi/CopilotReports.md b/Workloads-Specific/PowerBi/CopilotReports.md
index 8211872..f11a42d 100644
--- a/Workloads-Specific/PowerBi/CopilotReports.md
+++ b/Workloads-Specific/PowerBi/CopilotReports.md
@@ -79,7 +79,7 @@ Last updated: 2025-07-22
 
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-  <img src="https://img.shields.io/badge/Total%20views-1280-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
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diff --git a/Workloads-Specific/PowerBi/HowUseRestAPI.md b/Workloads-Specific/PowerBi/HowUseRestAPI.md
index c305610..f39f981 100644
--- a/Workloads-Specific/PowerBi/HowUseRestAPI.md
+++ b/Workloads-Specific/PowerBi/HowUseRestAPI.md
@@ -136,7 +136,7 @@ print(response)
 
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-  <img src="https://img.shields.io/badge/Total%20views-1280-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
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diff --git a/Workloads-Specific/PowerBi/IncrementalRefresh.md b/Workloads-Specific/PowerBi/IncrementalRefresh.md
index 904c129..6878efd 100644
--- a/Workloads-Specific/PowerBi/IncrementalRefresh.md
+++ b/Workloads-Specific/PowerBi/IncrementalRefresh.md
@@ -191,7 +191,7 @@ Last updated: 2025-05-02
 
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-  <img src="https://img.shields.io/badge/Total%20views-1280-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-09-05</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
 </div>
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diff --git a/Workloads-Specific/Purview/BestPractices.md b/Workloads-Specific/Purview/BestPractices.md
index 9bdd78c..5b90e1f 100644
--- a/Workloads-Specific/Purview/BestPractices.md
+++ b/Workloads-Specific/Purview/BestPractices.md
@@ -158,7 +158,7 @@ Last updated: 2025-05-05
 
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-  <img src="https://img.shields.io/badge/Total%20views-1349-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-06</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
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diff --git a/Workloads-Specific/Purview/PurviewforFabric.md b/Workloads-Specific/Purview/PurviewforFabric.md
index 001d49d..1106845 100644
--- a/Workloads-Specific/Purview/PurviewforFabric.md
+++ b/Workloads-Specific/Purview/PurviewforFabric.md
@@ -117,7 +117,7 @@ graph TD
 
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-  <img src="https://img.shields.io/badge/Total%20views-1349-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-08-06</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
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diff --git a/Workloads-Specific/RealTimeIntelligence/BestPractices.md b/Workloads-Specific/RealTimeIntelligence/BestPractices.md
index de5786a..54a65eb 100644
--- a/Workloads-Specific/RealTimeIntelligence/BestPractices.md
+++ b/Workloads-Specific/RealTimeIntelligence/BestPractices.md
@@ -57,7 +57,7 @@ Click to read [Demonstration: Automating Pipeline Execution with Activator](./Fa
 
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-  <p>Refresh Date: 2025-08-06</p>
+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
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diff --git a/Workloads-Specific/RealTimeIntelligence/FabricActivatorRulePipeline/README.md b/Workloads-Specific/RealTimeIntelligence/FabricActivatorRulePipeline/README.md
index f93f7ce..1168d38 100644
--- a/Workloads-Specific/RealTimeIntelligence/FabricActivatorRulePipeline/README.md
+++ b/Workloads-Specific/RealTimeIntelligence/FabricActivatorRulePipeline/README.md
@@ -128,7 +128,7 @@ Last updated: 2025-04-21
 
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-  <img src="https://img.shields.io/badge/Total%20views-1280-limegreen" alt="Total views">
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+  <img src="https://img.shields.io/badge/Total%20views-1459-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-10-15</p>
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