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_first
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias, especially in the ExpressRoute Fast Path setup section. All command-line examples use Azure PowerShell cmdlets with Windows-style variable declarations and login flows, with no Azure CLI (cross-platform) or Bash examples provided. The instructions and code snippets assume a PowerShell environment, which is native to Windows but less common on Linux/macOS. References to enabling accelerated networking do mention Linux, but the actual setup steps and examples are Windows-centric.
Recommendations
  • Provide equivalent Azure CLI/Bash examples for all PowerShell cmdlets, especially for ExpressRoute and networking setup.
  • Explicitly mention that PowerShell Core is available cross-platform, or clarify if Windows PowerShell is required.
  • Reorder examples so that cross-platform (Azure CLI/Bash) instructions are presented first or alongside PowerShell.
  • Add notes or links for Linux/macOS users on how to install and use Azure CLI and PowerShell Core.
  • Ensure that any referenced documentation (e.g., accelerated networking) includes Linux-specific instructions or links.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets