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
missing_linux_example
Summary
The documentation demonstrates a Windows bias by prioritizing Windows-specific instructions, tools, and troubleshooting steps. Windows prerequisites and PowerShell commands are presented first and in greater detail, while Linux instructions are less prominent and lack troubleshooting depth. Windows tools (e.g., PowerShell, WinRM, tar.exe) are discussed exclusively, and performance warnings are given for Linux without offering mitigation strategies.
Recommendations
  • Present Linux and Windows instructions in parallel, giving equal prominence to both platforms.
  • Provide Linux-specific troubleshooting and retry examples, matching the detail given for Windows.
  • Include Linux equivalents for Windows tools (e.g., clarify how to install tar and SSH on Linux, mention Linux alternatives to WinRM if relevant).
  • Avoid language that discourages Linux usage (e.g., performance warnings) unless accompanied by actionable advice or mitigation steps.
  • List prerequisites for both platforms explicitly and equally, including package installation steps for Linux.
  • Ensure screenshots and UI instructions are platform-neutral or provide Linux-specific alternatives where appropriate.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets