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
Summary
The documentation page demonstrates bias towards Windows environments by exclusively referencing PowerShell cmdlets (e.g., Get-AzExpressRouteCircuitStats) for monitoring and validation tasks, without providing equivalent Linux/CLI examples. There is no mention of Linux-native tools or cross-platform alternatives for ExpressRoute circuit monitoring, and all example commands assume a Windows/PowerShell context.
Recommendations
  • Include equivalent Azure CLI commands (az network express-route ...) for all PowerShell examples to ensure Linux and macOS users can follow along.
  • Mention and provide examples using standard Linux networking tools (e.g., tcpdump, netstat, bird, FRRouting) for BGP session monitoring and failover validation.
  • Clarify that Azure management tasks can be performed from any OS, and link to cross-platform documentation where available.
  • Ensure all monitoring and alerting instructions reference both PowerShell and Azure CLI, and avoid assuming a Windows-only environment.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased