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 exhibits a moderate Windows bias. Examples and code samples are primarily in C# and use Windows-centric patterns (e.g., .NET SDK, Windows-style CLI invocation). The Azure Relay Bridge example uses a Windows executable invocation ('.\azbridge.exe'), and no explicit Linux/macOS command-line equivalents or code samples are provided. The validation handshake sample is only in C#, with no mention of how to implement it in other languages or platforms. While Azure CLI is mentioned (which is cross-platform), the overall guidance and examples favor Windows environments.
Recommendations
  • Provide equivalent code samples for Linux/macOS environments, such as Python, Node.js, or Bash.
  • Show how to run Azure Relay Bridge on Linux/macOS, including Docker usage and Linux command-line syntax.
  • Include examples of webhook validation handshake in other languages (e.g., Python Flask, Node.js Express).
  • Clarify that Azure CLI commands work cross-platform and provide shell syntax for Linux/macOS.
  • Avoid Windows-specific executable invocation (e.g., '.\azbridge.exe') and show Linux usage (e.g., './azbridge', 'docker run ...').
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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