Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation exhibits a strong Windows bias. All command-line examples use PowerShell, and there are no CLI or Bash equivalents provided. The required tooling for several steps (Microsoft Entra PowerShell, Azure PowerShell, SQL Server Management Studio) are Windows-centric, with no mention of cross-platform alternatives. Instructions for connecting to Azure SQL resources are given exclusively with SSMS, which is only available on Windows. No Linux or macOS workflows are described or referenced.
Recommendations
  • Provide Azure CLI and/or Bash script equivalents for all PowerShell commands, especially for group and identity management.
  • Mention and demonstrate the use of cross-platform tools such as Azure Data Studio for SQL tasks, or provide T-SQL scripts that can be run from any SQL client.
  • Explicitly state which steps require Windows-only tools and offer alternatives or workarounds for Linux/macOS users.
  • Reorder or parallelize examples so that cross-platform methods are presented alongside Windows-specific ones, rather than only after or not at all.
  • Add a section or notes on how to perform each step from Linux/macOS environments, including installation and authentication steps.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

   $Group = New-EntraGroup -DisplayName "SSISIrGroup" `
                             -MailEnabled $false `
                             -SecurityEnabled $true `
                             -MailNickName "NotSet"
   
   $Group

   ObjectId DisplayName Description
   -------- ----------- -----------
   6de75f3c-8b2f-4bf4-b9f8-78cc60a18050 SSISIrGroup
   
   Add-EntraGroupMember -GroupId $Group.ObjectId -MemberId aaaaaaaa-0000-1111-2222-bbbbbbbbbbbb
   
   Get-EntraGroupMember -GroupId $Group.ObjectId
   
   Set-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
                                         -DataFactoryName $DataFactoryName `
                                         -Name $AzureSSISName `
                                         -Description $AzureSSISDescription `
                                         -Type Managed `
                                         -Location $AzureSSISLocation `
                                         -NodeSize $AzureSSISNodeSize `
                                         -NodeCount $AzureSSISNodeNumber `
                                         -Edition $AzureSSISEdition `
                                         -MaxParallelExecutionsPerNode $AzureSSISMaxParallelExecutionsPerNode `
                                         -CatalogServerEndpoint $SSISDBServerEndpoint `
                                         -CatalogPricingTier $SSISDBPricingTier

   Start-AzDataFactoryV2IntegrationRuntime -ResourceGroupName $ResourceGroupName `
                                           -DataFactoryName $DataFactoryName `
                                           -Name $AzureSSISName