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 demonstrates a Windows-first bias in several ways. Windows log collection is discussed before Linux, with more detailed and varied solutions (e.g., Windows Event Forwarding, PowerShell, ARM templates) and specific references to Windows tools and patterns. Some solutions (like PowerShell and Windows Event Forwarding) are mentioned without Linux equivalents or are presented as default approaches. Linux solutions are grouped together and sometimes lack the same level of detail or practical examples. In some cases, Windows-specific tools (e.g., PowerShell) are suggested without mentioning Linux alternatives, and the documentation often lists Windows methods before Linux ones, even in cross-platform sections.
Recommendations
  • Ensure Linux and Windows sections are given equal prominence and detail, possibly by interleaving examples or providing parallel solution tables.
  • When mentioning Windows-specific tools (e.g., PowerShell, Windows Event Forwarding), also mention Linux equivalents (e.g., Bash scripts, Syslog forwarding) in the same context.
  • Provide Linux command-line examples (e.g., Bash, systemd, rsyslog configuration) wherever PowerShell or Windows commands are given.
  • Avoid presenting Windows solutions first by default; alternate the order or present both platforms together where possible.
  • Expand Linux solution details to match the depth provided for Windows, including practical configuration steps and considerations.
  • Review endpoint and cloud platform sections to ensure Linux-native tools and patterns are included and described with parity.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased