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
windows_tools
Summary
The documentation provides examples for Azure CLI, Azure PowerShell, Azure Portal, and ARM templates. PowerShell examples are given equal prominence as CLI, and Windows-specific tools (PowerShell) are featured in their own tab. The ARM template section references both Linux and Windows, but the PowerShell section is inherently Windows-centric. The ordering of examples (Portal, CLI, PowerShell, Resource Manager) puts Windows tools before explicit Linux references, and no Linux shell-specific guidance is provided outside of the CLI. There are no Linux/macOS-specific troubleshooting tips or parity notes.
Recommendations
  • Add explicit Bash/Linux shell examples where relevant, especially for scripting tasks.
  • Clarify that Azure CLI works cross-platform and highlight usage on Linux/macOS.
  • Add parity notes for PowerShell, indicating that it is primarily a Windows tool, and suggest Azure CLI for Linux/macOS users.
  • Consider reordering example tabs to put cross-platform tools (CLI, ARM templates) before Windows-specific tools (PowerShell).
  • Provide troubleshooting or usage notes for Linux/macOS users where differences may exist.
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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
2025-08-17 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