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 exclusively uses PowerShell for all troubleshooting examples and instructions, with no Azure CLI, Bash, or Linux-native command examples provided. The prerequisites and workflow are centered around Azure PowerShell and Cloud Shell, which, while available on Linux, are most familiar to Windows users. There is no mention of Linux-specific tools, nor are CLI examples integrated into the main content (only referenced in 'Related content'). This creates a Windows-centric experience and may hinder Linux users seeking parity.
Recommendations
  • Add equivalent Azure CLI examples alongside PowerShell steps, either in parallel tabs or inline, to ensure Linux users have direct guidance.
  • Explicitly mention that Azure Cloud Shell supports both Bash and PowerShell, and provide instructions for both.
  • Reference Linux-native tools or workflows where appropriate, such as using Bash scripts or integrating with Linux shell environments.
  • Reorder or balance examples so that CLI and PowerShell are presented with equal prominence, avoiding a 'Windows first' impression.
  • Clarify in prerequisites that all steps can be performed from Linux environments using Azure CLI or Bash in Cloud Shell.
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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 Biased Biased

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