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
Summary
The documentation provides both Azure CLI and PowerShell examples for deploying and managing Azure Cache for Redis resources. However, PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI in all code example tabs, and is always presented immediately after CLI, rather than being de-emphasized or separated. There are no Linux-specific shell examples (e.g., Bash), and no mention of Linux tooling or patterns. The documentation assumes parity between CLI and PowerShell, but does not clarify that PowerShell is primarily a Windows tool, nor does it highlight Linux workflows or considerations.
Recommendations
  • Explicitly mention that Azure CLI is cross-platform and available on Linux, macOS, and Windows, while PowerShell examples are primarily for Windows users.
  • Add Bash shell examples or clarify that Azure CLI commands can be run in Bash on Linux/macOS.
  • Consider presenting CLI (Bash) examples first, and PowerShell examples second, to avoid implicit Windows-first bias.
  • Add a note or section about installing and using Azure CLI on Linux, and link to relevant documentation.
  • Where appropriate, provide Linux-specific troubleshooting or environment setup tips.
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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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets

    New-AzResourceGroupDeployment -ResourceGroupName exampleRG -TemplateFile ./main.bicep
    
    New-AzResourceGroupDeployment -ResourceGroupName exampleRG -TemplateFile ./main.bicep -existingDiagnosticsStorageAccountName "<storage-name>" -existingDiagnosticsStorageAccountResourceGroup "<resource-group>"
    
# [PowerShell](#tab/PowerShell)

# [PowerShell](#tab/PowerShell)