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
missing_linux_example
Summary
The documentation page shows evidence of Windows bias by referencing Microsoft HPC Pack (a Windows-only job scheduler) prominently, linking to a PowerShell-based overview for HPC Pack, and omitting Linux-specific instructions or examples. There are no explicit Linux CLI or shell examples, and Windows tools are mentioned before their Linux equivalents in the template table.
Recommendations
  • Include Linux shell (bash) examples for importing templates, alongside or before Azure CLI examples.
  • Provide links to Linux documentation or man pages for each scheduler (e.g., Slurm, HTCondor, OpenPBS) in the template table.
  • Balance the presentation of Windows and Linux tools by listing Linux-native schedulers (Slurm, HTCondor, OpenPBS) before Windows-only options like HPC Pack.
  • Add a section highlighting Linux compatibility and usage patterns for CycleCloud templates.
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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