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 Windows bias by providing only PowerShell/Azure CLI examples for onboarding and ExpressRoute Fast Path setup, with no equivalent Linux shell or cross-platform CLI instructions. The use of PowerShell cmdlets is assumed throughout, and Windows-centric tools and patterns are referenced first and exclusively in the example sections. There is no mention of Linux-specific commands or guidance for users who may be operating from a Linux or macOS environment.
Recommendations
  • Provide equivalent Bash/Azure CLI examples for all PowerShell cmdlets, ensuring Linux and macOS users can follow the onboarding steps without needing Windows or PowerShell.
  • Explicitly mention cross-platform tooling (e.g., Azure CLI) and provide links to installation and usage guides for Linux/macOS.
  • Add a section clarifying which steps are OS-agnostic and which require platform-specific commands, with clear guidance for both Windows and Linux users.
  • Ensure that references to enabling features (like Accelerated Networking) include both Windows and Linux VM instructions, not just links.
  • Review all example code blocks and ensure parity between Windows and Linux environments, including environment setup, authentication, and resource management.
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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