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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by primarily referencing PowerShell for automation and GUID generation, listing Windows tools (Visual Studio, PowerShell) before cross-platform or Linux-native alternatives, and omitting explicit Linux command-line examples for key tasks such as GUID generation and REST API calls. The guidance assumes familiarity with Windows-centric workflows and does not provide parity for Linux users.
Recommendations
  • Provide Linux shell (bash) examples for generating GUIDs (e.g., using 'uuidgen').
  • Include REST API call examples using curl with bash, not just PowerShell's Invoke-RestMethod.
  • List cross-platform tools (curl, Insomnia, Bruno) before Windows-specific tools (Visual Studio, PowerShell) when discussing API querying options.
  • Explicitly mention Linux equivalents for any referenced Windows tools or commands.
  • Add troubleshooting steps and verification examples using Linux commands where possible.
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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