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
image_bias
missing_linux_example
Summary
The documentation demonstrates a moderate Windows bias. Windows examples, tools, and screenshots are frequently presented before Linux equivalents, and some instructions (such as enabling Accelerated Networking) reference PowerShell and Windows-centric workflows first. Windows-specific tools (Registry Editor, iSCSI Initiator app) are described in detail, with corresponding Linux instructions sometimes less detailed or presented after Windows. Screenshots and image examples are predominantly Windows-focused, and links to scripts or further reading often prioritize Windows. There is also a tendency to mention Windows session limits and configuration nuances before Linux ones.
Recommendations
  • Alternate the order of Windows and Linux sections so that Linux is sometimes presented first.
  • Provide equal detail for Linux configuration steps, including GUI-based workflows where applicable.
  • Include Linux-specific screenshots and visual aids alongside Windows images.
  • Reference Linux command-line tools (e.g., iscsiadm, multipath-tools) in introductory sections, not only in detailed steps.
  • Ensure links to further reading or scripts are provided for both Windows and Linux, with parity in depth and clarity.
  • Explicitly mention session limits, configuration caveats, and troubleshooting steps for Linux as is done for Windows.
  • Where PowerShell is referenced, also provide Bash/Azure CLI equivalents for Linux users.
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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