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
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by consistently presenting PowerShell examples before Azure CLI examples, referencing PowerShell-specific cmdlets, and omitting explicit Linux shell (bash) or cross-platform scripting examples. While Azure CLI is included, there are no Linux-specific instructions, screenshots, or notes about platform differences. The use of PowerShell is emphasized, and the CLI examples are sometimes described in the context of PowerShell, further reinforcing the Windows-centric approach.
Recommendations
  • Alternate the order of examples, sometimes presenting Azure CLI (bash) before PowerShell to avoid Windows-first bias.
  • Include explicit bash shell examples, with Linux-specific notes or screenshots where appropriate.
  • Add a section discussing platform compatibility, clarifying that Azure CLI works on Linux, macOS, and Windows, and providing guidance for Linux users.
  • Avoid language that frames CLI examples in terms of PowerShell (e.g., 'uses an Azure PowerShell command' in the CLI section).
  • Where possible, provide cross-platform instructions for prerequisites and environment setup.
  • Consider adding troubleshooting notes for common Linux-specific issues (e.g., permissions, environment variables).
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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
2025-08-17 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