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 for Microsoft Sentinel data connectors demonstrates a Windows bias in several areas. Many connectors, especially those related to Microsoft technologies (e.g., Exchange, Active Directory, IIS, Windows Firewall, Windows DNS, Windows Security Events), provide instructions and examples that are specific to Windows environments. Windows tools and concepts (such as Windows Event Logs, Windows agents, and Azure Monitor Agent for Windows) are frequently referenced, often without equivalent Linux instructions or examples. In some cases, the documentation explicitly mentions streaming logs from 'Windows machines' or using 'Windows agents' without parallel Linux guidance, and prerequisites often reference Windows permissions or tools first. While there are connectors for Linux-centric technologies (e.g., Syslog via AMA), the overall pattern is to present Windows solutions and tools as the default or primary approach, with Linux support being less prominent or omitted.
Recommendations
  • For every connector or example that references Windows-specific tools (e.g., Windows Event Log, Windows agent, PowerShell), provide equivalent instructions for Linux environments (e.g., Syslog, Linux agents, Bash/CLI commands).
  • Where possible, use neutral language such as 'Windows or Linux machines' instead of only 'Windows machines', and clarify cross-platform support.
  • Add explicit Linux setup and troubleshooting sections for connectors that currently only mention Windows.
  • Ensure that prerequisites and agent installation instructions are provided for both Windows and Linux, and that links to Linux documentation are as prominent as those for Windows.
  • When referencing Azure Monitor Agent or Azure Arc, include both Windows and Linux installation tabs/examples.
  • Review all examples and tables to ensure Linux tools and workflows are represented equally alongside Windows.
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Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Biased Biased
2026-01-15 00:00 #254 completed Biased Biased
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 Clean Clean
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Clean Clean
2025-09-07 00:00 #104 completed Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-09-05 00:00 #102 completed Clean Clean
2025-09-04 00:00 #101 completed Clean Clean
2025-09-03 00:00 #100 completed Clean Clean
2025-08-29 00:01 #95 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-21 00:00 #56 completed Clean Clean
2025-07-19 13:51 #54 completed Clean Clean
2025-07-17 00:00 #53 completed Clean Clean
2025-07-16 00:00 #52 completed Clean Clean
2025-07-15 00:00 #51 completed Clean Clean
2025-07-14 21:48 #50 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased