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 bias by referencing the Azure portal (a web UI most commonly used on Windows), providing .NET (Windows-centric) sample code first, and mentioning Azure PowerShell before Azure CLI in related content. There are no explicit Linux or cross-platform command-line examples, and the code samples prioritize .NET and Java without highlighting cross-platform usage or Linux-specific instructions. The documentation does not offer parity for Linux users in terms of workflow or tooling.
Recommendations
  • Add explicit Linux command-line examples using Azure CLI for all steps where Azure PowerShell is mentioned.
  • Provide sample code and instructions for Python and Node.js, which are widely used on Linux, alongside .NET and Java.
  • Include guidance for using the Azure portal on Linux (e.g., browser compatibility, alternative workflows).
  • Ensure that Azure CLI instructions appear before or alongside Azure PowerShell instructions to avoid Windows-first bias.
  • Highlight cross-platform authentication libraries and usage patterns, not just those commonly used on Windows.
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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
2025-08-29 00:01 #95 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased