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
windows_first
Summary
The documentation demonstrates mild Windows bias. The only explicit tooling example for obtaining a Resource Account GUID references the MicrosoftTeams PowerShell cmdlet (Get-CsOnlineApplicationInstance), a Windows-centric tool. The user enablement instructions are written for the Microsoft 365 admin center, which is web-based but often assumes Windows environments. No Linux/macOS equivalents or alternatives are mentioned for PowerShell commands, and Windows tools are referenced before any cross-platform REST or SDK approaches.
Recommendations
  • Provide Linux/macOS alternatives for PowerShell commands, such as using Microsoft Graph API via curl or other cross-platform tools.
  • Explicitly mention that REST API calls and SDK usage are platform-agnostic and can be performed from any OS.
  • Add examples for obtaining Resource Account GUIDs using Graph API (with curl, httpie, or similar) alongside PowerShell.
  • Clarify that the admin center is web-based and accessible from any OS/browser.
  • Where Windows tools are referenced, add notes or links to equivalent Linux/macOS workflows.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets