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
missing_linux_example
Summary
The documentation page exhibits mild Windows bias, primarily through references to PowerShell cmdlets (e.g., Set-AzFirewallPolicy) as the only example for updating firewall policy tags, without mentioning equivalent Azure CLI or REST API commands. There is also a lack of Linux-specific or cross-platform examples for common administrative tasks, and Windows tooling (PowerShell) is mentioned exclusively in mitigation steps. No explicit Linux commands, Bash, or platform-neutral instructions are provided for these operations.
Recommendations
  • Provide Azure CLI and REST API examples alongside PowerShell cmdlets for all management operations, especially for updating firewall policy tags.
  • Include platform-neutral instructions or Bash/Linux command equivalents where possible.
  • Explicitly state cross-platform support and parity for all features and management tasks.
  • Review mitigation steps and ensure that Linux users are not excluded from guidance, especially in sections referencing command-line tools.
  • Add a note or table summarizing which management operations can be performed via PowerShell, CLI, REST API, and Portal, with links to relevant documentation for each platform.
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Scan History

Date Scan Status Result
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
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