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 provides both Azure PowerShell and Azure CLI examples for deploying linked templates, but PowerShell examples are consistently presented first and sometimes in greater detail. The page metadata and tutorial links also emphasize Azure PowerShell (a Windows-centric tool) before Azure CLI. There are no Linux-specific shell examples (e.g., Bash, zsh) beyond Azure CLI usage, and no mention of Linux-native tools or workflows. The documentation does not reference Linux-specific deployment patterns or tools, and the overall structure prioritizes Windows/PowerShell usage.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI first to avoid implicit Windows-first bias.
  • Add explicit Bash and Linux shell script examples for common deployment scenarios, especially where scripting is involved.
  • Include notes or sections on Linux-native workflows, such as using Bash with Azure CLI, and highlight cross-platform compatibility.
  • Review metadata and tutorial links to ensure Azure CLI is equally represented alongside Azure PowerShell.
  • Where possible, mention that both Azure PowerShell and Azure CLI are cross-platform, and clarify any platform-specific limitations.
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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