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 page demonstrates a Windows bias by prioritizing Windows-centric tools and patterns. Examples and instructions reference PowerShell (PS) and .NET samples, with no explicit mention of Linux shell equivalents or cross-platform command-line instructions. The use of 'PS/CLI' is ambiguous and does not clarify Linux support, and all sample code is .NET-focused, which is more common on Windows. There are no Bash, Azure CLI (az), or Linux-specific examples, and Windows terminology (PowerShell, .NET) is used before or instead of Linux alternatives.
Recommendations
  • Add explicit Azure CLI (az) command examples for all management operations, including pairing, failover, and monitoring, with syntax suitable for Bash/Linux shells.
  • Include sample code in cross-platform languages (e.g., Python, Java) alongside .NET, and reference their respective GitHub samples.
  • Clarify in all instructions whether commands/tools are cross-platform, and provide Linux/Bash equivalents where PowerShell is mentioned.
  • Add a section or callouts for Linux users, detailing any differences in setup or tooling, and ensure parity in step-by-step instructions.
  • Reference Linux-friendly tools and patterns (e.g., Bash scripts, cron for automation) alongside Windows tools.
  • Ensure screenshots and UI instructions are not Windows-centric, or provide notes for Linux/macOS users where relevant.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased