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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. In most troubleshooting steps and scenarios, Windows instructions, tools, and examples are presented before Linux equivalents. Windows-specific tools (such as PowerShell scripts, registry edits, and event logs) are described in detail, often with explicit code samples, while Linux instructions are sometimes less detailed or appear later. Several scenarios are exclusively Windows-focused (e.g., registry, UAC, event logs) without Linux analogs, and troubleshooting guidance often references Windows event logs and tools before mentioning Linux alternatives.
Recommendations
  • Alternate the order of Windows and Linux instructions so that Linux is not always presented second.
  • Provide Linux equivalents for all troubleshooting steps, especially where only Windows tools (e.g., PowerShell scripts, registry edits, event logs) are mentioned.
  • Include Linux-specific troubleshooting scenarios (e.g., SELinux, systemd issues, Linux authentication problems) to match the depth of Windows coverage.
  • Where Windows event logs are referenced, provide guidance for Linux log analysis (e.g., using journalctl, syslog, or custom logs).
  • Ensure that code samples and step-by-step instructions for Linux are as detailed and explicit as those for Windows.
  • Review all scenarios for parity, adding Linux-specific error messages, causes, and resolutions where missing.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Biased Biased
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Biased Biased
2025-08-05 00:00 #71 completed Biased Biased
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Biased Biased
2025-08-01 00:00 #67 completed Biased Biased
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets