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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong bias towards Windows and PowerShell environments. All command-line examples use Azure PowerShell, with explicit instructions to use 'Azure Cloud Shell for PowerShell'. There are no examples or guidance for using Bash, Azure CLI, or Linux-native tools. The workflow assumes familiarity with PowerShell and Windows-centric patterns, and the 'Next steps' section further directs users to PowerShell-based tutorials.
Recommendations
  • Add equivalent examples using Azure CLI (az) commands, which are cross-platform and commonly used on Linux and macOS.
  • Provide instructions for using Bash in Azure Cloud Shell, including how to deploy ARM templates and manage role assignments.
  • Explicitly mention that Azure Cloud Shell supports both PowerShell and Bash, and link to documentation for both shells.
  • Ensure that Linux and macOS users are addressed in prerequisites and deployment steps, including any OS-specific considerations.
  • Balance the order of examples so that neither Windows nor Linux is presented as the default; consider parallel sections for PowerShell and Bash/Azure CLI.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets