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
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows-specific tools (PowerShell) and patterns are mentioned first or exclusively in several places, such as disk preparation and troubleshooting. PowerShell is presented as the default for certain operations, and Windows-specific advice (directory junctions, Windows Services) is given more detail or appears before Linux equivalents. Linux examples are sometimes present but less detailed or appear after Windows ones.
Recommendations
  • Ensure Linux and Windows examples are provided side-by-side for all operational procedures (e.g., disk preparation, troubleshooting).
  • Present CLI and Linux-native tools (e.g., bash, lsblk, systemd) before or alongside PowerShell, not after.
  • Expand Linux-specific guidance to match the detail given for Windows (e.g., troubleshooting, service management, file cleanup).
  • Avoid presenting Windows tools or patterns as the default; use neutral language and order.
  • Where PowerShell is referenced, also provide equivalent Azure CLI or bash script examples.
  • Add explicit Linux troubleshooting steps and common issues, matching the coverage for Windows.
  • Review all sections for parity in recommendations, examples, and terminology for both platforms.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets