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
windows_tools
Summary
The documentation page demonstrates a strong Windows bias by exclusively providing PowerShell examples for command-line operations, referencing only Windows-centric tools and patterns, and omitting equivalent instructions for Linux/macOS users (e.g., Azure CLI, Bash). PowerShell cmdlets are presented as the primary automation method, with no mention of cross-platform alternatives, which may create friction for users on non-Windows platforms.
Recommendations
  • Add Azure CLI examples for all PowerShell cmdlet operations, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Include Bash script examples where appropriate, especially for ARM template deployments and schedule management.
  • Explicitly state PowerShell Core (pwsh) compatibility for Linux/macOS, or provide installation guidance if PowerShell is required.
  • Reorder examples so that cross-platform methods (Azure CLI, REST API) are presented before or alongside PowerShell.
  • Reference Linux/macOS-specific considerations, such as file paths, shell environments, and authentication methods.
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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

Flagged Code Snippets