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
powershell_heavy
windows_tools
Summary
The documentation provides both Windows and Linux examples and tables, but Windows-specific tools and patterns (e.g., PowerShell, Remote Desktop, Microsoft MPI, Windows Server SKUs) are described in more detail and sometimes appear before Linux equivalents. The Windows example for installing GPU drivers is more step-by-step and uses Windows-centric tooling (cmd, MSI installers), while the Linux example is less detailed and omits command-line specifics. The Microsoft MPI example is only given for Windows, with no Linux MPI example. Windows pool configuration options and deprecated features are discussed in more depth than Linux equivalents.
Recommendations
  • Provide equally detailed, step-by-step Linux examples for installing drivers and configuring pools, including command-line instructions (e.g., bash scripts, apt commands).
  • Include a Linux MPI example (e.g., using Intel MPI or OpenMPI) with sample installation and pool configuration steps.
  • Mention Linux tools and patterns (e.g., SSH, bash, Linux package managers) wherever Windows tools (PowerShell, RDP, MSI installers) are referenced.
  • Ensure that Linux and Windows examples are presented in parallel, with neither platform consistently prioritized or described first.
  • Expand Linux pool configuration options and troubleshooting guidance to match the depth provided for Windows.
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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
2026-01-12 00:00 #243 cancelled 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