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 page demonstrates a moderate Windows bias. Azure PowerShell (commonly used on Windows) is consistently presented before Azure CLI in all code examples, and some advanced operations (such as record set level resource locks) are only documented for PowerShell, with no Linux-native or cross-platform alternatives. There are no explicit Linux shell (bash) examples, and no mention of Linux-specific tooling or workflows. The page assumes familiarity with PowerShell and does not provide parity for users who prefer or require Linux environments.
Recommendations
  • Present Azure CLI examples before or alongside Azure PowerShell, especially for common tasks.
  • Where PowerShell is the only option, explicitly state platform limitations and provide guidance for Linux users (e.g., using PowerShell Core on Linux, or alternatives if available).
  • Add bash shell examples for Azure CLI commands to demonstrate usage in Linux environments.
  • Highlight cross-platform compatibility of Azure CLI and PowerShell Core, and clarify any Windows-only requirements.
  • Where features are unavailable in CLI or portal, note this clearly and suggest workarounds for non-Windows 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
2026-01-11 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets