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 exhibits Windows bias primarily through the use of PowerShell-specific instructions (e.g., referencing the Set-HcsMacAddressPool cmdlet for MAC address configuration), and by mentioning Windows-centric tools and patterns without providing equivalent Linux alternatives or examples. There is also an implicit 'windows_first' bias, as Windows tools and commands are referenced directly, while Linux methods are either omitted or only mentioned in passing (e.g., monitoring agent for Linux is referenced but not detailed). No explicit Linux command-line examples or Linux-specific configuration guidance are provided.
Recommendations
  • Provide Linux-specific examples and instructions alongside PowerShell commands, such as equivalent shell commands for MAC address configuration.
  • Include Linux tools and patterns for device management and troubleshooting, such as using Bash, SSH, or Linux-native utilities.
  • Ensure that any Windows-centric instructions are paired with Linux alternatives, and present both in parallel to avoid implicit prioritization.
  • Expand sections referencing the Log Analytics agent for Linux to include concrete Linux configuration steps and command examples.
  • Add explicit guidance for Linux users in sections discussing monitoring, debugging, and firewall configuration.
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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