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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page demonstrates a Windows bias by exclusively providing PowerShell examples for command-line operations, with no mention of Azure CLI, Bash, or Linux shell equivalents. The use of PowerShell is pervasive throughout the export, modification, and redeployment steps, and references to Windows-centric tools and patterns (e.g., PowerShell cmdlets, Read-Host prompts) are present. There are no Linux-specific instructions or cross-platform alternatives, and PowerShell is presented before any other automation or scripting option.
Recommendations
  • Add Azure CLI and Bash examples alongside PowerShell for all command-line steps, ensuring parity for Linux and macOS users.
  • Explicitly mention that PowerShell examples are suitable for Windows, and provide guidance for users on other platforms.
  • Include cross-platform instructions for exporting, modifying, and deploying ARM templates, such as using Azure CLI or REST API.
  • Avoid using Windows-specific patterns (e.g., Read-Host) in examples, or provide equivalent alternatives for Linux shells.
  • Review related links and ensure they reference cross-platform documentation where available.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-30 00:00 #318 completed Biased Biased
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets