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
windows_first
powershell_heavy
windows_tools
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for all deployment and management steps. However, PowerShell is featured equally alongside CLI, and PowerShell is a Windows-centric tool. There is a slight 'windows_first' bias in the variable assignment examples, as PowerShell syntax is shown and referenced, and the documentation mentions PowerShell tools (e.g., Get-AzActionGroup) before their CLI equivalents in some places. There are no explicit Linux shell (bash) examples, nor is there guidance for Linux-specific environments or scripting patterns. The documentation assumes familiarity with PowerShell and does not provide parity for Linux users beyond the CLI commands.
Recommendations
  • Add explicit bash shell examples for variable assignment and command usage, showing how to declare arrays and pass parameters in bash.
  • When referencing tools for obtaining resource IDs (e.g., action groups), mention the Azure CLI command before or alongside the PowerShell command, and provide example output for both.
  • Include notes or guidance for Linux/macOS users about environment differences, such as quoting and array syntax.
  • Clarify that Azure CLI is cross-platform and highlight its usage for Linux/macOS users.
  • Consider adding a section or tab for bash scripting, especially for multi-value parameters, to ensure Linux parity.
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

Flagged Code Snippets