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
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. Many troubleshooting steps and examples use Azure PowerShell cmdlets (e.g., Get-AzRoleAssignment, Remove-AzRoleAssignment) and show PowerShell-specific error outputs, which are primarily relevant to Windows users. In several sections, PowerShell is mentioned before Azure CLI, and some solutions are described only with PowerShell commands, with no equivalent Bash or Linux shell examples. There is a lack of parity in providing Linux-oriented command-line examples or guidance for users who prefer Bash or non-Windows environments.
Recommendations
  • Ensure all PowerShell examples have equivalent Azure CLI (Bash/shell) examples, especially for troubleshooting and error handling.
  • When listing tools or commands, present Azure CLI and PowerShell side-by-side, or alternate the order to avoid Windows-first bias.
  • Include troubleshooting steps and error outputs for both PowerShell and Azure CLI, and clarify which commands are cross-platform.
  • Add explicit guidance for Linux/macOS users, including common patterns for shell scripting and command usage.
  • Review and update sections that reference only PowerShell or Windows tools to include Azure CLI or REST API alternatives.
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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
2025-09-10 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