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
missing_linux_example
windows_first
Summary
The documentation page exclusively uses Azure PowerShell cmdlets and scripts for all examples, with no mention of Azure CLI, Bash, or Linux-native tooling. The instructions assume the reader is using PowerShell, which is traditionally a Windows-first tool, and do not provide Linux or cross-platform alternatives. There is no guidance for users who may be working on Linux or macOS, nor is there any mention of how to perform these tasks using Azure CLI or REST API.
Recommendations
  • Add equivalent examples using Azure CLI commands, which are cross-platform and commonly used on Linux and macOS.
  • Include notes or sections specifying how to perform these tasks on Linux and macOS, including installation instructions for Azure CLI.
  • Where possible, provide REST API examples or links for users who prefer scripting in Bash or other shells.
  • Clarify that PowerShell Core is available cross-platform, but still provide CLI alternatives for users who do not use PowerShell.
  • Reorder examples or provide parallel examples so that Windows and Linux approaches are presented with equal prominence.
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 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets