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. Windows examples, tools, and instructions are often presented before their Linux equivalents, with explicit references to Windows-specific tools (PowerShell, Registry Editor, iSCSI Initiator app) and screenshots. Azure PowerShell is mentioned before Azure CLI for enabling Accelerated Networking. Some sections, such as MPIO and iSCSI configuration, provide more detailed step-by-step instructions and screenshots for Windows than for Linux. Windows-specific limitations (e.g., session limits) are discussed, while Linux equivalents are not. There is also a heavier reliance on Windows command-line tools and graphical interfaces, whereas Linux instructions are more generic and lack parity in visual aids and troubleshooting notes.
Recommendations
  • Present Windows and Linux instructions in parallel, ensuring equal detail and prominence for both platforms.
  • Where Azure PowerShell is mentioned, also provide Azure CLI examples first or side-by-side.
  • Include Linux-specific troubleshooting notes, limitations, and best practices (e.g., session limits, common issues).
  • Add screenshots for Linux configuration steps, matching those provided for Windows.
  • Reference Linux tools (e.g., iscsiadm, multipath-tools) as prominently as Windows tools.
  • Avoid Windows-first ordering; alternate or group instructions by platform.
  • Ensure all configuration steps and recommendations are equally detailed for Linux, including GUI options if available.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Biased Biased
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets