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 strong Windows bias by providing only Azure PowerShell examples for troubleshooting, referencing Windows-centric tools and patterns (such as IIS and PowerShell cmdlets), and omitting equivalent Linux/CLI commands or examples. There are no Bash, Azure CLI, or Linux troubleshooting instructions, and Windows terminology (e.g., IIS, PowerShell) is used exclusively or before any mention of Linux alternatives.
Recommendations
  • Add Azure CLI (az) and Bash examples alongside PowerShell for all troubleshooting steps.
  • Include Linux-specific troubleshooting guidance, such as checking NSG/UDR/DNS using Linux tools (e.g., curl, dig, ip route).
  • Reference Linux web servers (e.g., Apache, Nginx) in addition to IIS when discussing backend configuration and health probes.
  • Ensure parity in instructions for both Windows and Linux VMs, including network and certificate validation steps.
  • Avoid using Windows-centric terminology exclusively; provide cross-platform context and examples.
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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