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
Summary
The documentation provides code examples for multiple languages, including C#, JavaScript, Python, Java, and PowerShell. However, the inclusion of PowerShell as a first-class example language may indicate a subtle Windows bias, as PowerShell is primarily a Windows-centric shell (though now cross-platform). There is no evidence of exclusive use of Windows tools, Windows-only patterns, or Windows-first ordering in examples or configuration instructions. Linux parity is generally maintained, but the prominence of PowerShell may suggest a slight preference for Windows environments.
Recommendations
  • Clarify that PowerShell examples are cross-platform, or provide equivalent Bash/shell script examples for Linux users where relevant.
  • Explicitly mention that all code samples (including PowerShell) are intended to work on both Windows and Linux environments, especially for Azure Functions hosted on Linux.
  • If any operational steps (such as local development, deployment, or troubleshooting) are referenced elsewhere, ensure Linux-specific instructions or alternatives are provided alongside Windows/PowerShell examples.
  • Consider adding a note or section highlighting Linux compatibility and best practices for Kafka output bindings in Azure Functions.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean