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 examples for Azure portal, Azure CLI, Azure PowerShell, ARM templates, and programming languages. However, it includes a dedicated section for Azure PowerShell (a Windows-centric tool), with detailed examples, but does not mention or provide parity for Bash, shell scripting, or Linux-native automation tools. The PowerShell section appears before ARM templates and programming language examples, and there is no explicit mention of cross-platform alternatives to PowerShell for scripting. The CLI section is cross-platform, but the presence and prominence of PowerShell (without Linux alternatives) introduces a mild Windows bias.
Recommendations
  • Add Bash or shell scripting examples for Linux/macOS users, especially for automation tasks.
  • Clarify that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
  • Consider reordering sections so that cross-platform tools (CLI, ARM templates) appear before Windows-centric tools (PowerShell).
  • Explicitly mention that PowerShell Core is available on Linux/macOS, or provide guidance for Linux users who may encounter PowerShell scripts.
  • Include links or references to Linux/macOS automation best practices for Azure Service Bus.
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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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets