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 explicitly mentioning PowerShell and the Azure portal as management tools, without referencing Linux-native tools or CLI alternatives. The examples and workflow descriptions prioritize Windows-centric tools and patterns, with no mention of Bash, Azure CLI, or Linux automation approaches. There are no Linux-specific examples or guidance, which may leave Linux users underserved.
Recommendations
  • Include Azure CLI (az) examples alongside or instead of PowerShell for management tasks, as Azure CLI is cross-platform and widely used on Linux.
  • Mention Bash scripting and Linux automation tools as alternatives to PowerShell for DevOps workflows.
  • Explicitly state that all management operations can be performed from Linux, macOS, or Windows, and provide links to relevant cross-platform documentation.
  • Balance references to the Azure portal and PowerShell with equivalent instructions or links for Linux users.
  • Add a section or callout highlighting cross-platform support and best practices for Linux-based environments.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-22 00:01 #88 completed Biased Biased
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased