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
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias by prioritizing Windows-centric tools and workflows. PowerShell is featured heavily, both in examples and tooling tables, and is mentioned before Azure CLI in alternate approaches. There is no mention of Linux-specific considerations, and the examples assume a Windows environment (e.g., PowerShell usage, GUI references). The Azure portal and PowerShell are presented as primary methods, with Azure CLI as a secondary option. No Linux shell or cross-platform scripting examples are provided.
Recommendations
  • Provide explicit Linux/macOS shell examples (e.g., bash) for all command-line instructions, especially for Azure CLI usage.
  • Clarify that Azure CLI is cross-platform and can be used on Windows, Linux, and macOS, and consider listing CLI instructions before PowerShell to avoid Windows-first bias.
  • Include notes or sections on platform compatibility for each tool, specifying any differences or limitations for Linux/macOS users.
  • Add screenshots or walkthroughs using Linux environments where applicable (e.g., terminal usage, authentication flows).
  • Mention alternative tools or workflows for Linux users, such as using bash scripts or automation via DevOps pipelines.
  • Review and update tooling tables to include Linux-native tools or clarify cross-platform support.
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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
2026-01-11 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
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-16 00:00 #52 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets