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_first
powershell_heavy
windows_tools
Summary
The documentation page demonstrates a Windows bias by mentioning PowerShell as a primary method for ARM deployments alongside Azure CLI, listing PowerShell before Linux-friendly alternatives, and referencing Windows-centric tooling (PowerShell modules) without providing equivalent Linux shell examples. While Azure CLI is cross-platform, the explicit inclusion and prioritization of PowerShell and lack of Linux shell (bash) or scripting examples indicate a preference for Windows workflows.
Recommendations
  • Add explicit bash shell examples for ARM deployments, showing how to use Azure CLI in a Linux environment.
  • When listing command-line options, alternate or randomize the order of PowerShell and CLI, or group them as 'cross-platform' and 'Windows-specific'.
  • Include notes clarifying that Azure CLI commands work on Linux, macOS, and Windows, and provide sample bash scripts for common tasks.
  • If PowerShell is mentioned, also mention bash or other Linux-native shells for parity.
  • Avoid referencing Windows-specific modules (e.g., New-AzDeployment) without Linux equivalents or alternatives.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets