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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a bias toward Windows environments by exclusively referencing Microsoft-centric tools and portals (such as Microsoft 365 admin center, Microsoft Defender XDR, and Azure portal) for all management tasks. There are no examples or instructions for performing equivalent actions via Linux command line, cross-platform tools, or REST APIs. No mention is made of PowerShell, but the workflow assumes use of web-based admin centers and portals that are most commonly accessed from Windows environments. There are no Linux-specific instructions or parity examples.
Recommendations
  • Provide equivalent instructions for managing licenses and monitoring via REST APIs or CLI tools that are accessible from Linux environments.
  • Include examples or references for performing these tasks using cross-platform tools such as Azure CLI or Microsoft Graph API.
  • Explicitly state platform requirements or clarify if all actions can be performed from any OS with a supported browser.
  • If certain actions are only possible via Windows tools or portals, note this limitation and suggest workarounds for Linux users.
  • Add a section or callout for Linux administrators, outlining any differences or additional steps required.
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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