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_first
missing_linux_example
Summary
The documentation is heavily biased toward Windows and PowerShell usage. All command-line examples use PowerShell cmdlets, with no mention of Bash, Azure CLI, or Linux-native tooling. The prerequisites and setup instructions assume the use of PowerShell, and there are no Linux/macOS-specific instructions or examples. The only nod to Linux is the retirement announcement, but no guidance is provided for Linux users who may still need to perform these tasks.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell cmdlets, especially for authentication, resource ID retrieval, and diagnostic settings.
  • Explicitly state platform compatibility for each step, clarifying whether steps can be performed on Linux/macOS and how.
  • Provide Bash script examples for common tasks, or reference cross-platform tools.
  • Include a section addressing Linux/macOS users, especially in light of the Linux retirement announcement, with guidance on alternatives or migration paths.
  • Reorder examples so that cross-platform solutions (e.g., Azure CLI) are presented before or alongside PowerShell.
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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 Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets