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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing Windows event data and Windows administrators as primary examples, and by mentioning Windows-specific scenarios before Linux or cross-platform equivalents. There is a lack of explicit Linux-focused examples, such as Linux event data or Linux administrator scenarios, and no mention of Linux tools or commands for log forwarding or collection. The documentation also refers to Syslog and CEF (which are cross-platform), but does not provide Linux-specific guidance or examples, nor does it mention Linux-native tools or patterns for managing access.
Recommendations
  • Include Linux-specific examples, such as granting access to Linux audit logs or Linux administrator scenarios.
  • Provide explicit guidance for Linux log forwarding, including sample configurations for rsyslog or syslog-ng.
  • Mention Linux-native tools and patterns for log collection and RBAC, such as using Azure Arc with Linux VMs.
  • Ensure that examples and scenarios alternate between Windows and Linux, or present them in parallel, to avoid Windows-first bias.
  • Clarify that resource-context RBAC applies equally to Linux resources and provide links to Linux documentation where appropriate.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-08-29 00:01 #95 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 Clean Clean