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
missing_linux_example
windows_tools
Summary
The documentation provides a PowerShell-only example for creating an Azure Integration Runtime, which is a Windows-centric tool. There are no examples using cross-platform tools like Azure CLI, Bash, or REST API, nor is there mention of Linux/macOS workflows. This creates a bias towards Windows users and may hinder Linux or macOS users from following the instructions easily.
Recommendations
  • Add equivalent Azure CLI examples for creating and managing Azure Integration Runtime, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Include REST API or ARM template examples for users who prefer declarative or programmatic approaches, which are OS-agnostic.
  • Explicitly mention that PowerShell examples are primarily for Windows, and provide guidance or links for Linux/macOS users.
  • Consider reordering or balancing the documentation so that cross-platform methods (CLI/REST) are presented before or alongside PowerShell.
  • Add a table or section summarizing all available methods (PowerShell, CLI, REST, Portal) with links to detailed instructions for each.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets

Set-AzDataFactoryV2IntegrationRuntime -DataFactoryName "SampleV2DataFactory1" -Name "MySampleAzureIR" -ResourceGroupName "ADFV2SampleRG" -Type Managed -Location "West Europe"