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 a moderate Windows bias. The only explicit code example for automating role assignments uses a PowerShell cmdlet (`New-AzRoleAssignment`), which is a Windows-centric tool. There are no CLI (az CLI), Bash, or Linux-native examples provided for role assignment or automation. The mention of PowerShell appears before any alternative tooling, and no Linux equivalents or cross-platform options are discussed. The documentation also references Azure portal and Microsoft tools without mentioning cross-platform or Linux-friendly alternatives.
Recommendations
  • Add equivalent examples using Azure CLI (az) for role assignment and automation, which are cross-platform and widely used on Linux and macOS.
  • When mentioning PowerShell cmdlets, also provide Bash/CLI syntax side-by-side to ensure parity for Linux users.
  • Explicitly state that Azure CLI and REST API options are available and supported on Linux, macOS, and Windows.
  • Review other sections for implicit assumptions of Windows environments and clarify where cross-platform tools can be used.
  • Consider including links to documentation for Azure CLI and REST API usage for relevant tasks.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased