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 all operations, but PowerShell (a Windows-centric tool) is consistently presented alongside CLI, and in some cases, PowerShell commands are mentioned first or exclusively (e.g., accepting Marketplace terms). There is no mention of Linux-specific shell patterns (such as Bash scripting), nor are there references to Linux-native tools or workflows. The documentation assumes parity between CLI and PowerShell, but PowerShell's prominence may signal a Windows bias.
Recommendations
  • Ensure that Azure CLI examples (which are cross-platform) are presented before PowerShell examples, especially in introductory or summary sections.
  • Include explicit Bash shell script examples for multi-step operations, demonstrating Linux-native workflows.
  • Clarify that Azure CLI commands work on both Windows and Linux, and highlight any platform-specific considerations.
  • Where PowerShell is mentioned for accepting Marketplace terms or other operations, provide equivalent Bash/CLI automation patterns.
  • Add notes or links for Linux users on installing and using Azure CLI, and mention that PowerShell Core is available cross-platform if relevant.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets