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_tools
windows_first
Summary
The documentation provides both Azure CLI and PowerShell examples for enabling dead lettering in Azure Service Bus. However, the PowerShell section is extensive and detailed, reflecting a bias toward Windows tooling. PowerShell is a Windows-centric tool, and its inclusion as a primary method (with full code samples and explanations) may suggest a Windows-first approach. There are no Linux-specific shell examples (e.g., Bash scripts), nor is there mention of Linux-native tools or patterns. The CLI examples are cross-platform, but PowerShell is given equal or greater prominence, which can be interpreted as a Windows bias.
Recommendations
  • Add explicit Bash or shell script examples for Linux users, especially for automation tasks.
  • Clarify that Azure CLI commands work cross-platform and highlight their use on Linux and macOS.
  • Consider reordering sections so that cross-platform tools (Azure CLI, ARM templates) are presented before Windows-centric tools (PowerShell).
  • Mention Linux and macOS compatibility in the introduction and in relevant sections.
  • If PowerShell is included, note that PowerShell Core is available on Linux/macOS, and provide guidance or examples for those platforms.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets