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
powershell_heavy
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows-specific instructions, tools, and configuration steps (such as WMI Control, WinRM, and user group assignments) are presented in greater detail and often before Linux equivalents. Windows examples are more verbose and step-by-step, while Linux instructions are more concise and sometimes lack equivalent depth (e.g., no screenshots or GUI steps for Linux). SQL Server (Windows-centric) is covered extensively with scripts, while MySQL (Linux-friendly) coverage is brief. Hyper-V (Windows-only) is described in detail, with no mention of KVM or other Linux hypervisors.
Recommendations
  • Provide equally detailed, step-by-step instructions for Linux server configuration, including screenshots or terminal outputs where appropriate.
  • Include Linux-first examples where possible, or alternate the order of Windows and Linux sections to avoid Windows-first bias.
  • Expand coverage of Linux database discovery (e.g., PostgreSQL) and Linux hypervisors (e.g., KVM, Xen) to match the detail given to Windows/Hyper-V.
  • Offer Linux-specific troubleshooting tips and GUI/CLI navigation instructions, similar to those provided for Windows.
  • Ensure parity in privilege configuration examples, such as showing how to set up least privileged accounts using Linux tools (e.g., usermod, setfacl) with full command explanations.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-08-17 00:01 #83 cancelled 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
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets