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_tools
windows_first
Summary
The documentation page demonstrates a Windows bias in several areas. The only explicit tool mentioned for generating GUIDs is Microsoft PowerShell, with no Linux or cross-platform alternatives provided or prioritized. The scripting example for obtaining an access token is given first in PowerShell, before the cURL (Linux-friendly) example. Windows tools and patterns are referenced without equal mention of Linux equivalents, and the order of examples favors Windows-first presentation.
Recommendations
  • When mentioning GUID generation, include Linux/macOS alternatives such as 'uuidgen' or 'openssl rand -hex 16', and provide example commands.
  • Present cross-platform examples (e.g., cURL) before or alongside Windows-specific ones like PowerShell.
  • Explicitly mention that all steps (including manifest editing and API calls) can be performed on Linux/macOS, and provide relevant command-line or tool references.
  • Avoid referencing Windows tools exclusively; always provide parity for Linux/macOS users.
  • Consider adding a table or section listing equivalent commands/tools for both Windows and Linux/macOS 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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Biased Biased
2025-09-09 00:00 #106 completed Biased Biased
2025-08-13 00:00 #79 cancelled Biased Biased
2025-07-13 21:11 #45 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets