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. Windows-specific tools and patterns (e.g., Windows Event Forwarding, PowerShell) are mentioned more frequently and sometimes exclusively, especially in the 'On-premises Windows log collection' and 'Cloud platform data' sections. Windows solutions are often listed before Linux equivalents, and some examples (e.g., PowerShell for custom logs) lack Linux alternatives. Endpoint solutions focus on Windows Event Forwarding without Linux endpoint collection examples. While Linux solutions are present, they are less detailed and sometimes referenced after Windows options.
Recommendations
  • Ensure Linux and macOS examples are provided alongside Windows examples for all major scenarios, especially for custom log collection and endpoint solutions.
  • List Linux and Windows solutions in parallel, or alternate which is presented first, to avoid implicit prioritization.
  • Provide equivalent Linux command-line examples (e.g., Bash scripts) wherever PowerShell is referenced.
  • Expand endpoint solutions to include Linux EDR and Sysmon collection methods.
  • Clarify which agents and connectors support Linux/macOS, and provide links to relevant setup guides.
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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