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 Windows bias by mentioning PowerShell as a primary method for ARM template deployment before Linux alternatives, referencing PowerShell modules, and listing PowerShell alongside Azure CLI as the main automation tools. There are no explicit Linux shell (bash) examples, and PowerShell is presented as a default automation pattern, which may disadvantage Linux users.
Recommendations
  • Add explicit bash shell examples for ARM template deployment using Azure CLI.
  • List Azure CLI and bash examples before PowerShell to avoid 'windows_first' ordering.
  • Clarify that PowerShell examples are for Windows users and provide equivalent Linux instructions.
  • Reference cross-platform tools (e.g., Azure CLI in bash) wherever PowerShell is mentioned.
  • Ensure screenshots and UI references are not Windows-specific unless necessary.
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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