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_tools
powershell_heavy
windows_first
missing_linux_example
Summary
The documentation demonstrates a Windows bias by explicitly mentioning PowerShell as a management tool, listing it first among 'Other tools', and referencing Visual Studio Code (commonly used on Windows) before REST API. There are no Linux-specific management tools (such as Bash scripts or Linux-native utilities) mentioned, and no examples for Linux-specific environments or patterns. The CLI examples are cross-platform, but the absence of Linux-focused alternatives and the prioritization of Windows tools indicate a bias.
Recommendations
  • Include Linux-native management tool examples, such as Bash scripts or references to Linux desktop environments.
  • Mention cross-platform editors (e.g., VS Code) with explicit notes about Linux compatibility.
  • Add examples using Linux package managers for installing Azure CLI and related tools.
  • List REST API and CLI before Windows-specific tools like PowerShell in the 'Other tools' section.
  • Provide explicit instructions or links for Linux users where workflows differ (e.g., certificate management, file paths).
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets