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_tools
windows_first
Summary
The documentation page exhibits mild Windows bias by highlighting Microsoft HPC Pack—a Windows-centric job scheduler—among the available templates, with its logo linking to a PowerShell-based documentation page. This Windows tool is listed before several Linux-native schedulers (HTCondor, LSF, OpenPBS, Slurm), and its description emphasizes Microsoft technologies. No explicit Linux command-line examples are provided, but the CycleCloud CLI example is platform-neutral.
Recommendations
  • Ensure equal prominence for Linux-native schedulers by rotating or randomizing the order of template listings, or grouping by platform.
  • Provide explicit Linux usage examples alongside any Windows-specific instructions, especially where platform-specific tools (like HPC Pack) are mentioned.
  • Clarify platform compatibility for each template, indicating whether it is Windows-only, Linux-only, or cross-platform.
  • Avoid linking directly to Windows/PowerShell documentation unless a Linux equivalent is also provided.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased