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, with exclusive references to Windows Server technologies, Active Directory, and Windows-only tools (e.g., azhpcpack.ps1 PowerShell CLI). Linux compute nodes are explicitly not supported, and all configuration and operational examples are tailored for Windows environments. There are no Linux/macOS equivalents or guidance, and critical tasks (cluster creation, autoscaling, credential management) rely on Windows-specific patterns and tools.
Recommendations
  • Explicitly state Linux/macOS limitations and expected roadmap for support.
  • Provide alternative guidance or links for Linux-based HPC solutions in Azure CycleCloud.
  • If/when Linux support is added, ensure parity in examples, CLI tooling, and configuration instructions.
  • Mention any cross-platform tools or APIs (if available) for cluster management.
  • Add a section comparing Windows and Linux HPC options in CycleCloud for user clarity.
GitHub Create Pull Request

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