Transforming Enterprise AKS: Multi-Tenancy at Scale with Agentic AI and Semantic Kernel
In this post, I’ll show how you can deploy an AI Agent on Azure Kubernetes Service (AKS) using a multi-tenant approach that maximizes both security and cost efficiency. By isolating each tenant’s agent instance within the cluster and ensuring that every agent has access only to its designated Azure Blob Storage container, cross-tenant data leakage risks are eliminated. This model allows you to allocate compute and storage resources per tenant, optimizing usage and spending while maintaining strong data segregation and operational flexibility—key requirements for scalable, enterprise-grade AI applications.Powershell Script to remove all Blobs from Storage account
With large number of Blobs in Storage Account, the manual cleanup from the Portal is more complicated and time consuming, as it's per set of 10'000. This script is simple and and can be executed in background to clean all items from a defined Blob Container. You have to specify the Storage Account connection string and the blob container name. [string]$myConnectionString = "DefaultEndpointsProtocol=https;AccountName=YourStorageAccountName;AccountKey=YourKeyFromStorageAccountConnectionString;EndpointSuffix=core.windows.net" [string]$ContainerName = "YourBlobContainerName" [int]$blobCountAfter = 0 [int]$blobCountBefore = 0 $context = New-AzStorageContext -ConnectionString $myConnectionString $blobCountBefore = (Get-AzStorageBlob -Container $ContainerName -Context $context).Count Write-Host "Total number of blobs in the container Before deletion: $blobCount" -ForegroundColor Yellow Get-AzStorageBlob -Container $ContainerName -Context $context | ForEach-Object { $_ | Remove-AzureStorageBlob # or: Remove-AzureStorageBlob -ICloudBlob $_.ICloudBlob -Context $ctx } $blobCountAfter = (Get-AzStorageBlob -Container $ContainerName -Context $context).Count Write-Host "Total number of blobs in the container After deletion : $blobCount" -ForegroundColor Green It was used for large blob storage container with more than 5 millions of blob items. Sources: https://learn.microsoft.com/en-us/powershell/module/az.storage/new-azstoragecontext?view=azps-13.0.0#examples https://learn.microsoft.com/en-us/answers/questions/1637785/what-is-the-easiest-way-to-find-the-total-number-o https://stackoverflow.com/questions/57119087/powershell-remove-all-blobs-in-a-container FabLesson Learned #25: Export/Import Azure SQL Database using Azure File Service?
First published on MSDN on Apr 03, 2017 In some situations, we need to import or export our Azure SQL Database using SQLPackage, but, unfortunately, either source and destination file we cannot specify a blob storage, in case that we want to save the file in this storage.
