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
windows_tools
Summary
The documentation demonstrates a Windows bias by prioritizing Azure portal instructions (which are most accessible from Windows environments), providing detailed PowerShell examples, and referencing Windows-centric tools and patterns. Linux-specific considerations, such as shell differences or alternative tooling, are not addressed, and no explicit Linux shell examples (e.g., Bash) are given. The CLI examples are generic and do not address platform-specific nuances, while PowerShell is highlighted as a primary automation method.
Recommendations
  • Add explicit Bash shell examples for Linux users alongside PowerShell commands.
  • Clarify platform compatibility for Azure CLI and REST API instructions, noting any differences in authentication or environment setup between Windows and Linux.
  • Include guidance for Linux administrators on installing and using Azure CLI and PowerShell Core (pwsh) on Linux, if relevant.
  • Mention cross-platform alternatives to the Azure portal, such as using CLI or REST API for all steps, and provide parity in step-by-step instructions.
  • Ensure screenshots and UI descriptions are not Windows-specific, or clarify if the experience differs on Linux/Mac browsers.
  • Where PowerShell is referenced, also provide equivalent Bash or shell scripting examples for Linux automation.
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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
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets