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

Bias Types:
⚠️ windows_first
⚠️ windows_tools
⚠️ powershell_heavy
⚠️ missing_linux_example
Summary:
The documentation demonstrates a moderate Windows bias. Windows-specific concepts (such as registry keys and Windows services) are described in greater detail and with more examples than their Linux equivalents. Windows tools, paths, and terminology (e.g., c:\ paths, registry, Windows services) are often mentioned first or exclusively, and alerting examples focus heavily on Windows scenarios. While Linux is supported and mentioned, Linux-specific examples (e.g., for daemons, package tracking, or file paths) are less detailed or absent in some sections. The registry tracking section is entirely Windows-centric, and alerting queries are predominantly Windows-focused, with only one Linux daemon example. Powershell is used as the default CLI context, even for Linux commands.
Recommendations:
  • Provide equivalent Linux-focused examples alongside Windows examples in all sections, especially for alerting queries and configuration tracking.
  • Expand the documentation on Linux-specific features, such as daemon tracking, package inventory, and typical Linux configuration files (e.g., /etc/hosts, /etc/passwd).
  • When listing features or examples, alternate the order or present both Windows and Linux scenarios together to avoid 'windows_first' bias.
  • Include Linux command-line examples using bash or shell where appropriate, rather than only using PowerShell or Windows-centric CLI.
  • Add a section on tracking Linux configuration files and directories, with concrete examples (e.g., monitoring changes in /etc/ssh/sshd_config or /var/log).
  • In registry/key tracking sections, clarify that this is Windows-only and provide a parallel discussion of Linux equivalents (e.g., tracking changes in /etc or systemd unit files).
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Scan History

Date Scan ID Status Bias Status
2025-09-16 00:00 #113 completed ✅ Clean
2025-09-15 00:00 #112 completed ✅ Clean
2025-09-14 00:00 #111 completed ✅ Clean
2025-09-13 00:00 #110 completed ✅ Clean
2025-09-12 00:00 #109 completed ✅ Clean
2025-09-11 00:00 #108 completed ✅ Clean
2025-09-10 00:00 #107 completed ✅ Clean
2025-09-09 00:00 #106 completed ✅ Clean
2025-09-08 00:00 #105 completed ✅ Clean
2025-09-07 00:00 #104 completed ❌ Biased
2025-09-06 00:00 #103 completed ❌ Biased
2025-09-05 00:00 #102 completed ❌ Biased
2025-09-04 00:00 #101 completed ✅ Clean
2025-09-03 00:00 #100 completed ✅ Clean
2025-09-02 00:00 #99 in_progress ❌ Biased
2025-09-01 00:00 #98 in_progress ❌ Biased
2025-08-31 00:01 #97 in_progress ❌ Biased
2025-08-30 00:01 #96 in_progress ❌ Biased
2025-08-29 00:01 #95 completed ❌ Biased
2025-08-28 00:01 #94 in_progress ❌ Biased
2025-08-27 00:01 #93 in_progress ❌ Biased
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased

Flagged Code Snippets

#### [For Arc-enabled Windows VMs](#tab/win-arc-vm)