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_tools
missing_linux_example
windows_first
Summary
The documentation page exhibits a Windows bias by providing REST API examples exclusively in PowerShell, using Windows-specific tools and patterns (e.g., Invoke-RestMethod, Start-Sleep), and not offering equivalent Linux/bash/cURL examples. PowerShell is featured both in its own section and as the only scripting example for REST API usage, with no mention of Linux-native alternatives. This may disadvantage Linux users who expect bash or cURL examples for REST API calls.
Recommendations
  • Add REST API examples using bash and cURL to demonstrate parity for Linux users.
  • Include notes or code samples for Linux shell equivalents (e.g., using curl, jq, sleep) wherever PowerShell scripts are shown.
  • Reorder or balance examples so that Windows and Linux approaches are presented equally, or clarify which examples are platform-specific.
  • Explicitly mention cross-platform SDK usage and provide guidance for running scripts on both Windows and Linux environments.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets