diff --git a/Cost-Management/BillingReport.md b/Cost-Management/BillingReport.md
index bacac16..bf68928 100644
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+++ 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
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diff --git a/Cost-Management/PricingOverview.md b/Cost-Management/PricingOverview.md
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@@ -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
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diff --git a/Deployment-Pipelines/samples/README.md b/Deployment-Pipelines/samples/README.md
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diff --git a/Monitoring-Observability/MonitorUsage.md b/Monitoring-Observability/MonitorUsage.md
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@@ -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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diff --git a/README.md b/README.md
index f59dfbe..5a799a5 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: 2025-05-03
+Last updated: 2025-08-06
 
 ------------------------------------------
 
@@ -22,6 +22,9 @@ Last updated: 2025-05-03
 - [Microsoft Fabric adoption roadmap maturity levels](https://learn.microsoft.com/en-us/power-bi/guidance/fabric-adoption-roadmap-maturity-levels?context=%2Ffabric%2Fcontext%2Fcontext)
 - [What is workspace monitoring (preview)?](https://learn.microsoft.com/en-us/fabric/fundamentals/workspace-monitoring-overview)
 - [Azure Well-Architected Framework for data workloads](https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/scenarios/cloud-scale-analytics/well-architected-framework)
+- [Implement medallion architecture in Real-Time Intelligence](https://learn.microsoft.com/en-us/fabric/real-time-intelligence/architecture-medallion)
+- [Open mirroring partner ecosystem](https://learn.microsoft.com/en-us/fabric/database/mirrored-database/open-mirroring-partners-ecosystem#oracle-goldengate-23ai)
+- [Oracle GoldenGate for Distributed Applications and Analytics](https://docs.oracle.com/en/middleware/goldengate/big-data/23/gadbd/microsoft-fabric-onelake-event-handler.html#GUID-B3816970-D59F-4CAE-B9E1-A7264E0068B7)
 
 </details>
 
@@ -240,7 +243,7 @@ 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
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diff --git a/Security/DashboardPermissions.md b/Security/DashboardPermissions.md
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diff --git a/Security/DataPipelinesPermissions.md b/Security/DataPipelinesPermissions.md
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diff --git a/Security/EventStreamPermissions.md b/Security/EventStreamPermissions.md
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diff --git a/Security/HealthcareDataSolutionsPermissions.md b/Security/HealthcareDataSolutionsPermissions.md
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diff --git a/Security/LakehousePermissions.md b/Security/LakehousePermissions.md
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diff --git a/Security/README.md b/Security/README.md
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diff --git a/Security/SemanticModelsPermissions.md b/Security/SemanticModelsPermissions.md
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diff --git a/Security/WarehousePermissions.md b/Security/WarehousePermissions.md
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diff --git a/Terraform/README.md b/Terraform/README.md
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@@ -156,7 +156,7 @@ graph TD;
 
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diff --git a/Terraform/troubleshooting.md b/Terraform/troubleshooting.md
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@@ -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
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diff --git a/Workloads-Specific/DataFactory/BestPractices.md b/Workloads-Specific/DataFactory/BestPractices.md
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diff --git a/Workloads-Specific/DataScience/AI_integration/README.md b/Workloads-Specific/DataScience/AI_integration/README.md
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+++ 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
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@@ -56,7 +56,7 @@ Click to read [Demonstration: Data Agents in Microsoft Fabric](./Data_Agents.md)
 
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@@ -87,7 +87,7 @@ Key Features:
 
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--- a/Workloads-Specific/Purview/BestPractices.md
+++ b/Workloads-Specific/Purview/BestPractices.md
@@ -158,7 +158,7 @@ Last updated: 2025-05-05
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-659-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-07-22</p>
+  <img src="https://img.shields.io/badge/Total%20views-1349-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-08-06</p>
 </div>
 <!-- END BADGE -->
diff --git a/Workloads-Specific/Purview/PurviewforFabric.md b/Workloads-Specific/Purview/PurviewforFabric.md
index 79178ea..001d49d 100644
--- a/Workloads-Specific/Purview/PurviewforFabric.md
+++ b/Workloads-Specific/Purview/PurviewforFabric.md
@@ -117,7 +117,7 @@ graph TD
 
 <!-- START BADGE -->
 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-659-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-07-22</p>
+  <img src="https://img.shields.io/badge/Total%20views-1349-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-08-06</p>
 </div>
 <!-- END BADGE -->
diff --git a/Workloads-Specific/RealTimeIntelligence/BestPractices.md b/Workloads-Specific/RealTimeIntelligence/BestPractices.md
index 3d45598..de5786a 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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 <div align="center">
-  <img src="https://img.shields.io/badge/Total%20views-659-limegreen" alt="Total views">
-  <p>Refresh Date: 2025-07-22</p>
+  <img src="https://img.shields.io/badge/Total%20views-1349-limegreen" alt="Total views">
+  <p>Refresh Date: 2025-08-06</p>
 </div>
 <!-- END BADGE -->