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 provides both Windows and Linux guidance using zone pivots, but Windows-specific examples, tools (PowerShell), and terminology are often presented first or in greater detail. PowerShell commands are given alongside Bash/Azure CLI, but Windows-centric concepts (like IIS, .NET Framework, C:\home, Windows Server images) are described in depth, sometimes before Linux equivalents. Some sections (e.g., parent images, persistent storage) focus heavily on Windows before Linux, and troubleshooting/logging references Windows paths and tools. Linux parity is generally good, but Windows bias is evident in ordering and example prominence.
Recommendations
  • Ensure Linux examples and terminology are presented with equal prominence and detail as Windows sections.
  • Where possible, alternate the order of Windows and Linux pivots or provide a neutral introduction before splitting into OS-specific guidance.
  • Expand Linux-specific troubleshooting, logging, and persistent storage details to match Windows depth.
  • Avoid referencing Windows tools (e.g., PowerShell, IIS) in general sections unless a Linux equivalent is also provided.
  • Review section ordering to avoid Windows-first bias, especially in shared guidance (e.g., parent images, environment variables, persistent storage).
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Scan History

Date Scan Status Result
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
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 Clean Clean
2025-09-15 00:00 #112 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets