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_first
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for enabling partitioning in Azure Service Bus. However, PowerShell is a Windows-centric tool, and its inclusion as a primary example (with a dedicated section) may indicate a Windows bias. The CLI examples are cross-platform, but PowerShell is presented with equal prominence, which can be interpreted as giving Windows tooling parity or preference. There are no explicit Linux shell (bash) examples, nor is there mention of Linux-specific patterns or tools. The ordering of sections (CLI before PowerShell) slightly mitigates the bias, but the presence of PowerShell examples and lack of Linux-specific guidance or troubleshooting still reflects a subtle Windows bias.
Recommendations
  • Add explicit bash shell examples for Azure CLI commands, showing usage in a typical Linux environment.
  • Clarify that Azure CLI is cross-platform and works on Linux, macOS, and Windows.
  • Add troubleshooting notes or tips for Linux users, such as installation or authentication differences.
  • Consider de-emphasizing PowerShell or moving it after CLI and ARM template sections, or labeling it as 'Windows (PowerShell)' for clarity.
  • Include links to Linux-specific documentation or guides for Service Bus management.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Clean Clean
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