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
Summary
The documentation provides both Linux and Windows examples for environment variable setup, but Windows (PowerShell) examples are consistently presented alongside or immediately after Linux (bash) examples. The Azure PowerShell method is described in detail and given its own section, while no equivalent Linux-native automation tool (e.g., bash scripting or shell integration) is discussed. Azure CLI is presented in a cross-platform way, but PowerShell receives more prominence, and Windows-specific instructions (PowerShell syntax) are always included, sometimes before Linux equivalents.
Recommendations
  • Ensure Linux examples are presented first or equally alongside Windows examples, not as secondary.
  • Include Linux-native automation/scripting alternatives where Azure PowerShell is discussed (e.g., bash scripts for token retrieval).
  • Add explicit notes about cross-platform compatibility for all commands, clarifying which work on Linux, macOS, and Windows.
  • Where PowerShell is mentioned, also mention bash or other Linux-native shells for parity.
  • Review the order of tabs and sections to avoid implicit prioritization of Windows tools or workflows.
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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

Flagged Code Snippets