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 exclusively uses PowerShell for all examples and instructions, with no mention of Bash, CLI, or Linux/macOS alternatives. All code samples, module references, and workflow steps are PowerShell-centric, which is most commonly used on Windows. There is no guidance for users who prefer or require Bash, Azure CLI, or other cross-platform tools, nor any indication of how to adapt these steps for Linux/macOS environments.
Recommendations
  • Add equivalent examples using Azure CLI and Bash scripts for each major step, especially for creating Key Vaults, assigning permissions, and sending emails.
  • Explicitly mention that PowerShell Core is available cross-platform and provide instructions for installing and using it on Linux/macOS.
  • Include a note or section on how to perform these tasks from Linux/macOS, including any platform-specific considerations.
  • Reorder or parallelize examples so that Linux/macOS approaches are presented alongside Windows/PowerShell methods, rather than only after or not at all.
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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