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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. Many queries and examples are generic to Azure Resource Graph and do not differentiate between Windows and Linux, but where OS-specific examples are given, Windows Server is typically presented first and in more detail. Windows terminology (e.g., KB IDs, update classifications like 'updateRollup', 'featurePack', 'servicePack') is prevalent, and PowerShell is featured as a primary automation tool. Linux-specific queries are present but less emphasized and sometimes appear after Windows equivalents. There is little discussion of Linux-specific update types or tools, and no mention of Linux command-line alternatives (e.g., Bash scripts) for automation.
Recommendations
  • Ensure Linux-specific queries and examples are presented with equal prominence and detail as Windows examples.
  • Where update classifications or terminology are Windows-centric, provide Linux equivalents or clarify differences.
  • Include Linux command-line automation examples (e.g., Bash, shell scripts) alongside PowerShell for parity.
  • When listing OS-specific queries, alternate the order or group them together to avoid always presenting Windows first.
  • Expand documentation to discuss Linux patching tools and patterns (e.g., apt, yum, zypper) where relevant.
  • Clarify in each query or example which OSes are supported and highlight any differences in output or behavior.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets