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
windows_first
missing_linux_example
Summary
The documentation exhibits a Windows bias by providing PowerShell-based commands and examples (e.g., AzureCLI@2 with scriptType: 'pscore', PowerShell@2 tasks, and explicit PowerShell code blocks) without offering equivalent bash or Linux shell alternatives. Windows tools and patterns (such as AzPowershell, PowerShell tasks, and .NET/NUnit focus) are mentioned and used throughout, often without parallel Linux-native instructions. In several places, PowerShell is the only scripting language shown, and there are no bash or sh examples for Linux users, especially in CI/CD pipeline steps. This may hinder Linux users or those using non-Windows runners.
Recommendations
  • Provide bash/sh equivalents for all PowerShell commands and scripts, especially in CI/CD pipeline examples.
  • When showing Azure CLI or login steps, include both PowerShell and bash variants, or use cross-platform CLI commands where possible.
  • Avoid using Windows-specific terminology (e.g., 'AzPowershell', 'PowerShell@2') as the default; instead, present both Windows and Linux options side by side.
  • Explicitly mention compatibility with Linux runners and provide examples using Ubuntu or other Linux environments.
  • For .NET/NUnit examples, clarify that they are cross-platform and, if possible, show how to run them on Linux (e.g., using dotnet CLI on Ubuntu).
  • In code blocks and workflow YAML, use shell-agnostic syntax or provide both shell and PowerShell versions.
  • Review all sections for implicit Windows-first assumptions and add Linux parity throughout.
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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
2026-01-12 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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-07 00:00 #104 completed Biased Biased
2025-09-06 00:00 #103 completed Biased Biased
2025-09-05 00:00 #102 completed Biased Biased
2025-09-04 00:00 #101 completed Biased Biased
2025-09-03 00:00 #100 completed Clean Clean
2025-09-02 00:00 #99 cancelled Biased Biased
2025-09-01 00:00 #98 cancelled Biased Biased
2025-08-31 00:01 #97 cancelled Biased Biased
2025-08-30 00:01 #96 cancelled Biased Biased
2025-08-08 00:00 #74 completed Biased Biased

Flagged Code Snippets