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
powershell_heavy
Summary
The documentation page demonstrates a subtle Windows bias by consistently listing Azure PowerShell (a Windows-centric tool) before Azure CLI (cross-platform) when showing examples and referencing tools. Role definition examples are shown first in Azure PowerShell format, then in Azure CLI format. The 'Tools' section also lists Azure PowerShell before Azure CLI, and there are no explicit Linux shell or scripting examples (e.g., Bash), nor are Linux-specific usage patterns mentioned.
Recommendations
  • Alternate the order of examples so that Azure CLI (cross-platform) is shown before Azure PowerShell in some sections.
  • Include explicit Bash/Linux shell examples for role definition queries and manipulations, especially for Azure CLI.
  • Clarify that Azure CLI is cross-platform and highlight its parity with PowerShell for Linux/macOS users.
  • Add notes or links to Linux-specific installation and usage guides for Azure CLI and PowerShell.
  • Where possible, provide examples of using REST API via curl or other Linux-native tools.
  • Review other documentation pages for similar ordering and example bias to ensure consistent cross-platform parity.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets