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
Summary
The documentation page demonstrates subtle Windows bias by mentioning RDP (a Windows-specific remote access protocol) before SSH (the Linux equivalent) when discussing node connectivity. Additionally, there are no concrete examples or instructions for either platform, but the agent naming example lists the Windows agent ('Microsoft.BatchClusters.Agent.exe') after the generic agent ('Microsoft.BatchClusters.Agent'), which could be interpreted as Windows-centric. There are no explicit PowerShell examples, nor are Windows tools or patterns emphasized, but the lack of Linux-specific examples or instructions contributes to a mild bias.
Recommendations
  • Provide explicit examples for both Windows and Linux platforms when discussing connectivity, such as step-by-step instructions for both RDP (Windows) and SSH (Linux).
  • When mentioning agents or tools, clarify the usage for both operating systems and avoid listing Windows-specific names first unless alphabetically appropriate.
  • Include troubleshooting or migration steps that are specific to Linux environments, such as firewall configuration or package installation.
  • Ensure parity in documentation by offering equivalent guidance and examples for Linux users wherever Windows tools or patterns are referenced.
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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 Clean Clean
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 Biased Biased
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 Clean Clean