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
missing_linux_example
Summary
The documentation consistently presents PowerShell (Windows) examples before Azure CLI (cross-platform), and all scripting examples are either PowerShell or Azure CLI. There are no explicit Linux shell (bash) or platform-specific instructions, nor any mention of Linux tools or patterns. The prerequisite and reference links also point to PowerShell-based guides first. This ordering and focus may subtly reinforce a Windows-centric workflow, and Linux users may feel secondary or unsupported.
Recommendations
  • Alternate the order of PowerShell and Azure CLI tabs, or present CLI examples first to emphasize cross-platform parity.
  • Add explicit bash shell scripting examples where possible, especially for steps that involve scripting or automation.
  • Reference Linux-specific documentation or workflows in the prerequisites and 'Next steps' sections.
  • Clarify that Azure CLI commands work on both Windows and Linux, and provide guidance for Linux users (e.g., installation, environment setup).
  • Where PowerShell-specific concepts are used, note Linux equivalents or alternatives.
  • Consider adding troubleshooting or tips sections for common Linux scenarios (e.g., permissions, environment variables).
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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 Clean Clean
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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets