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
windows_tools
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all key steps, ensuring Linux/macOS users can follow along using the CLI. However, PowerShell (a Windows-centric tool) is consistently presented alongside CLI, and in the 'Next steps' section, only a PowerShell tutorial is linked, with no equivalent CLI or Linux-native guidance. The presence of PowerShell throughout and its exclusive mention in further learning resources creates a subtle Windows bias.
Recommendations
  • Add 'Next steps' links to tutorials using Azure CLI, not just PowerShell.
  • Explicitly mention that Azure CLI works cross-platform (Windows, Linux, macOS) and is recommended for non-Windows users.
  • Where PowerShell is referenced, clarify its availability on Linux/macOS, or provide links to installation instructions for those platforms.
  • Consider listing CLI examples before PowerShell, or alternating order, to avoid implicit prioritization of Windows tools.
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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
2025-09-10 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