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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by frequently presenting PowerShell commands (e.g., Get-AzContainerRegistryRepository, Import-AzContainerImage, Set-AzAksCluster) without equivalent Bash or Linux shell examples. Windows/PowerShell tools are mentioned before or instead of cross-platform alternatives, and some command examples are only given in PowerShell. There is a lack of explicit Linux/Bash examples for key steps, and the use of Windows-centric tools and patterns is prevalent throughout the guide.
Recommendations
  • Provide Bash/Linux shell equivalents for all PowerShell commands, especially for Azure CLI and resource management steps.
  • When listing commands, present Azure CLI (cross-platform) examples first, followed by PowerShell alternatives.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and clarify any platform-specific requirements.
  • Include sample scripts for Linux environments where automation is discussed, not just PowerShell.
  • Review and update references to tools or patterns that are Windows-specific to ensure Linux parity (e.g., avoid Set-AzAksCluster without showing az aks update-acr equivalent).
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Scan History

Date Scan Status Result
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets