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
Summary
The documentation page demonstrates a Windows bias by providing PowerShell command examples (e.g., Get-AzContainerRegistryRepository, Import-AzContainerImage, Set-AzAksCluster) without equivalent Linux/bash or cross-platform alternatives. In several cases, PowerShell commands are mentioned before or instead of Azure CLI or bash scripts. There are missing Linux/bash examples for key operations, and the scripting patterns assume Windows/PowerShell environments, which may not be familiar or available to Linux users.
Recommendations
  • Provide bash/Azure CLI equivalents for all PowerShell commands, especially for repository listing, image import, and AKS integration.
  • Ensure that scripting examples use cross-platform tools (Azure CLI, bash) as the primary or at least equally prominent option.
  • Explicitly mention both Windows and Linux workflows where relevant, and clarify which commands are platform-specific.
  • Review and update documentation to avoid assuming PowerShell as the default scripting environment.
  • Add notes or links to platform-specific setup guides for both Windows and Linux users.
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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