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
windows_tools
Summary
The documentation demonstrates a Windows bias by consistently presenting Azure PowerShell (a Windows-centric tool) examples before Azure CLI, providing more detailed PowerShell instructions, and referencing PowerShell-specific patterns and tooling. There is an emphasis on installing and using PowerShell locally, which is most common on Windows, and the custom metadata includes 'devx-track-azurepowershell', further highlighting the PowerShell focus. While Azure CLI examples are present, the overall structure and depth favor PowerShell/Windows users.
Recommendations
  • Alternate the order of examples so that Azure CLI (cross-platform) instructions appear before PowerShell in some sections.
  • Ensure equal detail and explanation for both Azure CLI and PowerShell examples, including troubleshooting and environment setup.
  • Add explicit notes highlighting that Azure CLI works natively on Linux/macOS, and provide links to Bash/Zsh shell usage where relevant.
  • Remove or balance metadata and custom tags that track only PowerShell usage.
  • Include references to Linux-native tools or shell environments (e.g., Bash, Zsh) when discussing local installation or usage.
  • Clarify that both Azure CLI and PowerShell are available in Azure Cloud Shell, which is OS-agnostic.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

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