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
missing_linux_example
windows_tools
Summary
The documentation page exhibits several Windows-centric biases. Examples and instructions are frequently provided for Azure PowerShell (a Windows-focused tool) alongside Azure CLI, but there are no Linux-specific shell examples (e.g., Bash scripts, Linux-native tools). In migration scenarios, only Windows is supported, with Linux explicitly excluded. The ordering of examples and region scale-out tables consistently lists Windows before Linux, reinforcing a Windows-first perspective. There is also a lack of parity in migration support and troubleshooting guidance for Linux users.
Recommendations
  • Add Linux-specific examples and instructions, such as Bash shell commands or references to Linux-native tools where appropriate.
  • Ensure that CLI examples are clearly marked as cross-platform and provide any necessary Linux-specific notes (e.g., environment variable syntax differences, file paths).
  • Where PowerShell is used, clarify its availability on Linux and provide installation instructions or alternatives for Linux users.
  • In migration and troubleshooting sections, explicitly address Linux scenarios and provide guidance or workarounds if features are not supported.
  • Reorder tables and example lists to alternate or balance Windows and Linux, rather than always listing Windows first.
  • Where features are not available on Linux, provide context and timelines for parity, or suggest alternative approaches for Linux users.
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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
2026-01-12 00:00 #243 cancelled 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