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
Summary
The documentation exclusively provides examples and instructions using Azure PowerShell in the Azure Cloud Shell, with no mention of Bash, CLI, or Linux-native workflows. All deployment and verification steps use PowerShell commands, and there are no equivalent examples for Linux users or those using Bash or the Azure CLI. This creates a Windows-centric experience and may hinder Linux users or those preferring cross-platform tools.
Recommendations
  • Add equivalent instructions and examples using Azure CLI (az) in Bash, which is fully supported in Azure Cloud Shell and on Linux/macOS.
  • Explicitly mention that Azure Cloud Shell supports both Bash and PowerShell, and provide links or guidance for both environments.
  • Provide sample scripts for deploying and managing custom roles using Bash and Azure CLI, alongside PowerShell examples.
  • Ensure that verification and cleanup steps are also shown using Azure CLI commands.
  • Review the documentation for any terminology or tool references that assume a Windows environment and clarify cross-platform compatibility.
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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