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
powershell_heavy
windows_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a notable Windows bias by exclusively providing Azure PowerShell examples and referencing Windows-centric tools and patterns (e.g., PowerShell cmdlets, IIS web server). No Azure CLI, Bash, or Linux-native troubleshooting commands are provided, and Windows/PowerShell examples are given first and exclusively. This creates friction for Linux/macOS users who may prefer or require cross-platform tools.
Recommendations
  • Add equivalent Azure CLI (az) commands for all PowerShell examples, with clear syntax and output samples.
  • Include Bash and Linux-native troubleshooting steps (e.g., using curl, dig, ip, netstat, systemctl) where relevant.
  • When referencing web servers, mention both IIS (Windows) and common Linux servers (Apache, Nginx), with configuration notes for both.
  • Present cross-platform examples side-by-side or alternate which platform is shown first.
  • Explicitly state that all steps can be performed on Linux/macOS and provide links to platform-specific guidance.
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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 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets