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
powershell_heavy
windows_tools
windows_first
Summary
The documentation page demonstrates Windows bias primarily through the use of PowerShell-specific instructions (e.g., Set-HcsMacAddressPool cmdlet) for device configuration, without providing equivalent Linux CLI or cross-platform alternatives. Windows tooling and terminology (cmdlet, PowerShell interface) are mentioned exclusively in key operational steps, and Windows-centric configuration patterns appear before any Linux guidance. There are no explicit Linux command examples or references to Linux-native tools for device management, despite the presence of Linux agents in monitoring sections.
Recommendations
  • Provide Linux CLI equivalents for PowerShell cmdlets (e.g., show how to set MAC address pools using Linux tools or REST API).
  • Include examples using cross-platform tools (such as Azure CLI, REST API, or Kubernetes-native commands) where possible.
  • When referencing device management interfaces, clarify if Linux users can access equivalent functionality and how.
  • Add Linux-specific troubleshooting and configuration guidance alongside Windows/PowerShell instructions.
  • Ensure that operational steps (such as debugging, monitoring, and configuration) are presented in a platform-neutral order or with parallel examples for both Windows and Linux.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased