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
windows_tools
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias. PowerShell is the only supported scripting language for deployment scripts in the tutorial, and all inline script examples use PowerShell syntax. References to PowerShell escape characters and output handling are prominent. While Azure CLI examples are provided for some steps, the core deployment script resource only supports PowerShell, with no Bash or Linux shell alternatives. Windows tools and patterns (e.g., Visual Studio Code, PowerShell cmdlets) are mentioned first or exclusively, and there is no guidance for Linux-native scripting or troubleshooting.
Recommendations
  • Add support and examples for Bash scripts in deploymentScripts resources, if supported by the platform.
  • Provide equivalent Bash or shell script examples alongside PowerShell for all steps, especially for deployment script content.
  • Include troubleshooting instructions for Linux environments (e.g., file locations, error handling in Bash).
  • Mention Linux-native editors (e.g., Vim, Nano) and workflows in addition to Visual Studio Code.
  • Clarify platform limitations (e.g., if only PowerShell is supported, explicitly state this and provide guidance for Linux users).
  • Ensure CLI examples are as detailed and prominent as PowerShell examples, and avoid assuming Windows as the default environment.
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
2026-01-12 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets