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
Summary
The documentation page demonstrates a Windows bias by listing 'Azure portal, PowerShell, CLI, Resource Manager template, .NET, Java, Python, and JavaScript' as ways to enable message sessions, with PowerShell (a Windows-centric tool) mentioned before the cross-platform Azure CLI. There are no explicit Linux-specific instructions or examples, and the ordering of tools and languages tends to prioritize Windows-first technologies. The absence of Linux shell (bash) or cross-platform command-line examples further highlights this bias.
Recommendations
  • Reorder the list of tools to mention cross-platform options (such as Azure CLI) before Windows-specific ones (like PowerShell).
  • Provide explicit Linux/bash command examples alongside or before PowerShell examples.
  • Clarify which tools and instructions are cross-platform and which are Windows-only.
  • Include references to Linux package managers or shell environments where relevant.
  • Ensure that all code samples and setup instructions are validated on both Windows and Linux platforms.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased