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
missing_linux_example
Summary
The documentation is heavily biased toward Windows environments. All examples use Windows images, PowerShell, and WinGet (Windows-specific tools). There are no examples or mentions of Linux images, Bash, or Linux-native tools. The schema and built-in tasks are described exclusively in terms of Windows usage, with PowerShell as the default scripting language and WinGet as the package manager, both of which are unavailable on Linux. No Linux equivalents or cross-platform options are provided.
Recommendations
  • Add examples using Linux images (e.g., Ubuntu, CentOS) in imagedefinition.yaml.
  • Introduce built-in tasks for Bash or shell scripts, and document their usage.
  • Provide Linux-native package manager examples (e.g., apt, yum) alongside WinGet.
  • Clarify which features/tasks are Windows-only and which are cross-platform.
  • Present Windows and Linux examples side-by-side to improve parity.
  • Mention any limitations or differences for Linux environments explicitly.
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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
2026-01-11 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
2025-09-09 00:00 #106 completed Clean Clean
2025-08-09 00:00 #75 completed 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