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 shows mild Windows bias by referencing Microsoft HPC Pack (a Windows-specific scheduler) and linking to a PowerShell-based overview for it. The HPC Pack is listed second in the table, ahead of several Linux-native schedulers. However, the main CLI example is cross-platform, and most templates/projects listed are Linux-oriented.
Recommendations
  • Clarify that the CycleCloud CLI is cross-platform and works on Linux/macOS as well as Windows.
  • When mentioning HPC Pack, note its Windows specificity and provide equivalent Linux scheduler options (e.g., Slurm, Grid Engine) with equal prominence.
  • Avoid linking to Windows/PowerShell documentation without Linux alternatives or context.
  • Consider ordering template types so Linux-native schedulers are not consistently listed after Windows tools.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Biased Biased
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean