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 Azure PowerShell examples for enabling duplicate message detection in Azure Service Bus. However, PowerShell (a Windows-centric tool) is given a dedicated section with detailed examples, and is mentioned before ARM templates and programming language samples. There are no Bash or Linux shell examples, and no mention of Linux-specific tools or patterns. The CLI examples are cross-platform, but the presence and prominence of PowerShell, without equivalent Linux shell scripting, indicates a Windows bias.
Recommendations
  • Add Bash or Linux shell scripting examples for common tasks, such as using Azure CLI in Bash scripts.
  • Clarify that Azure CLI commands work on Linux, macOS, and Windows, and provide explicit Bash usage examples (e.g., with environment variables, piping, etc.).
  • If PowerShell is shown, consider showing Bash equivalents side-by-side for parity.
  • Mention cross-platform compatibility of tools where relevant, and avoid implying PowerShell is the default or preferred automation tool.
  • Reorder sections so that cross-platform tools (Azure CLI) are presented before Windows-specific tools (PowerShell).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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