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_first
windows_tools
Summary
The documentation provides both Windows and Linux coverage for Azure Compute Gallery, but there is a notable Windows bias in several areas. PowerShell examples and references are frequent and often appear before or alongside CLI examples, with some links and examples specifically referencing Windows workflows (e.g., Sysprep, Windows VHD upload). Windows tools and terminology (such as Sysprep, PowerShell, Windows-specific upload instructions) are mentioned more prominently or before Linux equivalents. While Linux is supported and referenced, the documentation tends to default to Windows-first patterns and tools.
Recommendations
  • Ensure Linux CLI examples are presented before or equally alongside PowerShell examples.
  • Provide explicit Bash/Linux shell examples for all PowerShell commands.
  • Where Windows tools (e.g., Sysprep) are mentioned, ensure Linux equivalents (e.g., waagent) are described with equal prominence and detail.
  • Add links to Linux-specific workflows and troubleshooting guides where Windows-specific links are provided.
  • Review FAQ and scenario sections to ensure Linux scenarios are described with the same depth as Windows scenarios.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets