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 detail, with extensive tables and explanations, while Linux equivalents (like daemons) receive less coverage. Example queries and alerting scenarios often use Windows file paths and registry keys before or instead of Linux examples. The documentation also references Windows tools and concepts (e.g., PowerShell, Windows registry, Windows services) more frequently and in greater detail than their Linux counterparts. Some sections (like registry tracking) are Windows-only, and Linux-specific features or limitations are less thoroughly documented.
Recommendations:
  • Ensure that for every Windows-specific example (e.g., registry keys, file paths, services), a Linux equivalent (e.g., configuration files, systemd units, package managers) is provided and described with equal detail.
  • Balance example queries and alerting scenarios by including Linux-centric use cases (e.g., tracking changes to /etc/passwd, /etc/ssh/sshd_config, or monitoring systemd service states).
  • Expand the documentation of Linux-specific features, limitations, and best practices, matching the depth provided for Windows.
  • Where Windows tools or patterns are mentioned (e.g., PowerShell, registry), include Linux command-line or configuration management equivalents (e.g., Bash, systemctl, /etc directories).
  • Reorder sections or examples so that Linux and Windows are presented in parallel, rather than Windows-first.
  • Clarify any feature parity gaps between Windows and Linux, and provide guidance or workarounds for Linux users where features are missing.
GitHub Create pull request

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