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
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows-centric tools and examples. The only code sample for the Cloud Events handshake is in C#, a language most commonly used on Windows. The Azure Relay Bridge example uses a Windows-style executable invocation ('.\azbridge.exe'), with no mention of Linux/Mac equivalents. There are no explicit Linux or cross-platform code samples, and the documentation does not provide parity for Linux users in terms of setup or usage instructions.
Recommendations
  • Provide equivalent code samples in cross-platform languages (e.g., Python, Node.js) and/or explicitly mention Linux/Mac compatibility.
  • Show how to run Azure Relay Bridge on Linux/Mac (e.g., 'dotnet azbridge.dll' or Docker usage) alongside the Windows executable example.
  • Include Linux/Mac shell commands for relevant steps, not just Azure CLI (which is cross-platform but often shown with Windows-centric context).
  • Clarify that the Azure Relay SDK is available for multiple languages and platforms, and link to non-.NET guides.
  • Add explicit instructions or examples for setting up and validating webhooks on Linux servers, including firewall and networking considerations.
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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

Flagged Code Snippets