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
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation is heavily Windows-centric, focusing exclusively on Microsoft HPC Pack clusters with Windows Server technologies. All examples, prerequisites, and tooling (e.g., azhpcpack.ps1 CLI, Windows Scheduled Task) are Windows-specific. Linux compute nodes are explicitly not supported, and there are no Linux/macOS equivalents or examples provided. Windows tools and patterns (Active Directory, PFX certificates, PowerShell scripts) are mentioned exclusively, with no mention of Linux alternatives.
Recommendations
  • Clearly state Linux/macOS limitations at the top of the documentation.
  • Provide guidance or links for Linux-based HPC alternatives (e.g., SLURM, PBS, or CycleCloud's Linux support).
  • Add a roadmap or reference for future Linux support if planned.
  • Where possible, mention cross-platform tools or clarify which steps are Windows-only.
  • If Linux support is planned, prepare parity documentation and examples for Linux environments.
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Scan History

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