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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by explicitly including PowerShell and .NET SDK examples, both of which are traditionally Windows-centric. There is no mention of Linux-specific tools or shell environments (such as Bash), and the CLI example is not clarified as cross-platform. The ordering of pivots places PowerShell and .NET alongside CLI and portal, but does not provide parity for Linux-native workflows or scripting environments.
Recommendations
  • Explicitly mention that Azure CLI is cross-platform and provide Bash or shell script examples where appropriate.
  • Add a section or pivot for Linux shell (Bash) usage, demonstrating equivalent commands and workflows.
  • Clarify that .NET SDK examples can be run on Linux, or provide alternative SDK examples (such as Python or JavaScript) that are popular in Linux environments.
  • Balance the order of pivots so that Windows-specific tools (PowerShell, .NET) do not appear to be prioritized over cross-platform or Linux-native options.
  • Where PowerShell is mentioned, consider also providing Bash equivalents for common automation tasks.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean