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 provides examples for Azure CLI, PowerShell, and REST API. PowerShell, a Windows-centric tool, is given equal prominence to Azure CLI, and is featured in every example. There are no Linux shell (bash) or scripting examples, and no mention of Linux-specific tools or patterns. The login instructions reference PowerShell's Connect-AzAccount, which is Windows-specific, and PowerShell examples are always present, sometimes before REST. There is no explicit Linux bias or parity.
Recommendations
  • Add bash shell examples for each operation, showing how to use Azure CLI in a Linux environment.
  • Clarify that Azure CLI works cross-platform and provide Linux-specific login instructions (e.g., az login in bash).
  • Consider including scripting examples using bash or other Linux-native tools where appropriate.
  • Reorder examples so that Azure CLI (cross-platform) is always presented before PowerShell (Windows-centric).
  • Explicitly mention platform compatibility for each tool, highlighting Azure CLI's Linux support and PowerShell's Windows focus.
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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
2026-01-12 00:00 #243 cancelled 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

Flagged Code Snippets