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 page demonstrates a moderate Windows bias. PowerShell is featured prominently and often mentioned before Azure CLI, with detailed instructions and notes about installing and using PowerShell locally. The use of PowerShell as a primary scripting example and frequent references to Windows-centric tools and patterns (such as PowerShell cmdlets and installation instructions) suggest a preference for Windows environments. Although Azure CLI is included and Cloud Shell is referenced (which is cross-platform), the documentation tends to present PowerShell examples and instructions before CLI, and does not explicitly address Linux-specific usage or considerations.
Recommendations
  • Alternate the order of PowerShell and Azure CLI instructions to avoid consistently prioritizing Windows tools.
  • Explicitly mention that Azure CLI works natively on Linux and macOS, and provide installation and usage notes for those platforms.
  • Include examples or notes for Bash shell usage, especially for scripting and automation scenarios.
  • Add references to Linux/macOS terminal environments where appropriate, such as mentioning that Azure CLI commands can be run in Bash or zsh.
  • Ensure that instructions for installing and using Azure CLI locally include Linux/macOS steps and links.
  • Where PowerShell is referenced for customization or advanced scenarios, clarify if and how equivalent functionality can be achieved with Azure CLI or other cross-platform tools.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets