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
missing_linux_example
Summary
The documentation page demonstrates a Windows-first bias by exclusively providing instructions and examples using the Azure portal and Azure CLI, with command-line examples only shown using Azure CLI syntax (which is cross-platform but often associated with Windows environments). There are no explicit Linux-specific examples, nor are there any references to Linux tools or shell environments. Additionally, when suggesting utilities for DNS validation, only nslookup and dig are mentioned, but without explicit Linux or Windows context. There are no PowerShell-specific commands, but the absence of Linux shell or scripting examples and the reliance on the Azure portal (which is often presented from a Windows-centric perspective) further reinforce the bias.
Recommendations
  • Explicitly mention that Azure CLI commands work on both Windows and Linux, and provide example shell commands for both Bash (Linux/macOS) and PowerShell (Windows).
  • Include Linux-specific command-line examples where appropriate, such as using curl or wget for API calls, and show equivalent commands in both Bash and PowerShell.
  • When referencing utilities like nslookup or dig, clarify their availability on both platforms and provide example outputs from both Windows and Linux environments.
  • Add a section or callout for users managing resources from Linux/macOS, highlighting any differences or additional steps (such as installing Azure CLI or required utilities).
  • Where possible, provide screenshots or terminal outputs from both Windows and Linux environments to ensure parity and inclusivity.
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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 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Biased Biased
2025-09-15 00:00 #112 completed Biased Biased
2025-09-14 00:00 #111 completed Biased Biased
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Biased Biased
2025-09-10 00:00 #107 completed Biased Biased
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets