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
⚠️ missing_linux_example
⚠️ powershell_heavy
Summary:
The documentation, while claiming support for both Windows and Linux, demonstrates a Windows-first bias in several areas. Windows-specific concepts (such as registry keys, Windows services, and file paths) are described in detail, often without equivalent Linux examples or explanations. Query and alerting examples frequently use Windows file paths and services before mentioning Linux equivalents, and the registry section is entirely Windows-focused. The documentation also references Windows tools and patterns (e.g., PowerShell, Windows registry, Windows services) more prominently and in greater detail than Linux alternatives. Linux coverage is present but less detailed and often secondary.
Recommendations:
  • Provide equivalent Linux examples and explanations wherever Windows-specific features (like registry or services) are discussed. For example, explain Linux alternatives to registry tracking (such as configuration file monitoring) and daemon/service management.
  • Balance the order of examples and explanations so that Linux and Windows are treated equally (e.g., alternate which OS is mentioned first in tables, examples, and queries).
  • Expand Linux-specific guidance, such as common file paths, daemon/service management, and package/software tracking, to match the depth given to Windows.
  • Include Linux-specific alerting and query scenarios, such as monitoring /etc/hosts, /etc/passwd, or systemd service changes, alongside Windows examples.
  • Where PowerShell or Windows tools are referenced, provide equivalent Linux command-line or scripting examples (e.g., Bash, systemctl, journalctl).
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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

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