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 presents both Azure PowerShell and Azure CLI examples for deployment commands, but consistently lists PowerShell examples before CLI examples. The use of PowerShell is emphasized through metadata (devx-track-azurepowershell) and in example ordering, which may subtly prioritize Windows-centric tooling. No Linux-specific shell examples (e.g., Bash, zsh) are provided beyond Azure CLI, and there is no mention of Linux-native tools or workflows. However, Azure CLI examples are present and generally sufficient for Linux users.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI examples first to avoid implicit Windows prioritization.
  • Explicitly mention that Azure CLI is cross-platform and suitable for Linux, macOS, and Windows.
  • Add Bash script examples where appropriate, especially for workflows involving file manipulation or automation.
  • Include a short section or note on deploying ARM templates from Linux environments, referencing relevant tools and best practices.
  • Review metadata and custom tags to ensure equal representation of CLI and PowerShell tracks.
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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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets