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
missing_linux_example
Summary
The documentation page consistently lists Windows Security Events and Windows Events as primary log sources, with no explicit mention of Linux equivalents (such as Linux audit logs or syslog specifics). Examples and agent recommendations (e.g., Azure Monitoring Agent) are described in the context of Windows VMs, while Linux VM log collection is not addressed or illustrated. This results in a subtle Windows bias, as Linux log collection patterns, tools, and examples are missing or not presented with equal prominence.
Recommendations
  • Explicitly mention Linux VM log collection requirements and patterns alongside Windows examples in all sample architectures.
  • Provide examples of collecting Linux audit logs, syslog, and other relevant Linux data sources using Microsoft Sentinel and Log Analytics workspaces.
  • Describe agent deployment and configuration for Linux VMs (e.g., using AMA for Linux, specifying syslog connector setup) in parity with Windows instructions.
  • Include diagrams and solution descriptions that illustrate both Windows and Linux log flows.
  • Reference documentation links for Linux log collection and troubleshooting, similar to those provided for Windows.
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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
2025-09-11 00:00 #108 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
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased