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 Windows bias by exclusively referencing the PowerShell command 'Get-AzExpressRouteCircuitStats' for traffic monitoring, without mentioning Linux or cross-platform alternatives. There are no CLI (az), REST API, or Linux-native tool examples provided for monitoring or validation tasks. The guidance assumes familiarity with Windows tooling and does not offer parity for Linux users.
Recommendations
  • Provide equivalent Azure CLI (az) commands for monitoring ExpressRoute circuit statistics, as the Azure CLI is cross-platform and widely used on Linux.
  • Include REST API examples for ExpressRoute monitoring and failover validation to support automation and platform neutrality.
  • Mention Linux-native networking tools (e.g., tcpdump, netstat, bird, FRRouting) for BGP session monitoring and traffic validation.
  • Ensure all code samples and troubleshooting steps are available for both Windows (PowerShell) and Linux (CLI, shell scripts) environments.
  • Add explicit guidance for Linux users on how to subscribe to Azure Service Health notifications and monitor ExpressRoute circuits.
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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