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_first
powershell_heavy
windows_tools
Summary
The documentation page exhibits a Windows bias by listing Windows-specific setup articles first and exclusively (e.g., Azure portal, PowerShell, CLI, ARM template, SDK—all with 'windows-vm' in the link), and does not mention or link to Linux/macOS equivalents for enabling managed identities. The environment variable instructions are platform-neutral, but the guidance for setup and authentication is Windows-centric.
Recommendations
  • Add equivalent setup articles and links for Linux and macOS environments (e.g., configuring managed identities for Linux VMs).
  • Include Linux/macOS-specific examples for setting environment variables, such as using 'export' in bash/zsh, and mention how to persist them.
  • Ensure that CLI instructions clarify cross-platform compatibility and, where relevant, provide OS-specific notes.
  • Reorder or balance example links so that Linux/macOS options are presented alongside or before Windows options.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets