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 Windows bias primarily through the exclusive mention of Azure PowerShell cmdlets (e.g., Set-AzFirewallPolicy) as workarounds, without providing equivalent Azure CLI or REST API examples. There is also a lack of Linux-specific guidance or parity in tooling references, and no examples are given for Linux shell usage or cross-platform CLI commands. The documentation assumes familiarity with PowerShell and Windows-centric tools, omitting Linux-first or cross-platform alternatives.
Recommendations
  • Provide equivalent Azure CLI and REST API examples alongside PowerShell cmdlets for all operations, especially for tasks like updating firewall policy tags.
  • Explicitly mention cross-platform tools and usage patterns, such as Bash shell commands or Linux-native utilities, where relevant.
  • Ensure that mitigation steps and workarounds do not assume PowerShell as the default, and offer parallel instructions for Linux users.
  • Review all troubleshooting and configuration guidance to include both Windows and Linux perspectives, ensuring parity in documentation.
  • Add a section or note clarifying that all operations can be performed from Linux, macOS, and Windows, and link to platform-specific guides as appropriate.
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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