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
Summary
The documentation page demonstrates Windows bias by listing Azure PowerShell as a primary deployment method and referencing PowerShell before Linux alternatives. Although Azure CLI is mentioned and examples are provided, the link to 'Deploy templates' points to a PowerShell-focused page, and PowerShell is given equal prominence to CLI, which may not reflect the usage patterns of Linux users. There are no Linux-specific shell examples (e.g., Bash), and Windows tools/patterns are mentioned at least as prominently as cross-platform alternatives.
Recommendations
  • Ensure that Azure CLI (which is cross-platform) is listed before Azure PowerShell in all instructions and links.
  • Provide explicit Bash shell examples for Linux users where relevant.
  • Include links to documentation pages for deploying ARM templates using Bash and other Linux-native tools, not just PowerShell.
  • Clarify that both Azure CLI and PowerShell are available on all platforms, but highlight CLI as the default for cross-platform scenarios.
  • Avoid referencing Windows-specific tools or patterns unless a Linux equivalent is also provided and described.
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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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets