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
missing_linux_example
windows_tools
Summary
The documentation provides only Azure PowerShell examples for command-line automation, with no mention of Azure CLI or REST API equivalents. This creates a bias toward Windows and PowerShell users, as Linux/macOS users typically use Azure CLI or REST API for scripting and automation. The absence of cross-platform examples may hinder non-Windows users from easily following or automating the documented tasks.
Recommendations
  • Add Azure CLI examples for each scenario alongside Azure PowerShell, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Include REST API example payloads or curl commands for users who prefer direct API interaction.
  • Explicitly state that Azure PowerShell can be installed and used on Linux/macOS, but highlight Azure CLI as the preferred cross-platform tool.
  • Consider reordering or parallelizing example tabs so that CLI and PowerShell are presented equally, not PowerShell-only.
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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