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 generally maintains parity between Windows and Linux, especially in error mitigation links (e.g., allocation failures and multiple NICs). However, there are subtle biases: in the 'ResourceGroupNotFound' error, PowerShell is mentioned alongside Azure CLI, but Bash or Linux shell equivalents are not explicitly referenced. In several cases, Windows links are listed before Linux links (e.g., allocation failures, multiple NICs), and PowerShell is referenced without direct mention of Linux shell alternatives. No critical sections are Windows-only, but the ordering and tool references create mild friction for Linux/macOS users.
Recommendations
  • Ensure that Linux/Bash equivalents are always mentioned alongside PowerShell, especially in command-line tool references.
  • Alternate the order of Windows and Linux links or present them together to avoid implicit prioritization.
  • Where PowerShell is referenced, explicitly mention Bash/CLI alternatives for Linux/macOS users.
  • Audit all linked troubleshooting articles to confirm Linux parity in examples and instructions.
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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 Biased Biased