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 CLI and PowerShell examples for resource group creation and deletion, but consistently lists PowerShell as a primary tab alongside CLI, rather than Bash or Linux shell alternatives. No explicit Linux shell or Bash examples are given, and PowerShell (a Windows-centric tool) is presented as the only alternative to Azure CLI, which is cross-platform. There is no mention of Linux-specific tools or workflows, nor any guidance for Linux users beyond the use of Azure CLI. The workflow examples use 'ubuntu-latest' runners, which is positive for Linux parity, but the command-line instructions show a subtle Windows bias.
Recommendations
  • Add Bash examples for resource group creation and deletion, especially since Azure CLI is cross-platform and commonly used on Linux.
  • Clarify that Azure CLI commands work identically on Linux, macOS, and Windows, and provide explicit instructions for Linux users where appropriate.
  • Consider including a note or tab for Bash or Linux shell users, not just PowerShell and CLI.
  • Where PowerShell is mentioned, clarify its cross-platform availability, but avoid implying it is the default alternative to CLI for all users.
  • Review reusable content includes to ensure they do not assume Windows or PowerShell usage.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets