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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively providing PowerShell-based examples and scripts for Azure CLI usage, including a custom PowerShell function for cluster creation. There are no Bash or Linux shell equivalents, and the setup and cleanup instructions also use PowerShell syntax. This may disadvantage users on Linux or macOS, who typically use Bash or other shells.
Recommendations
  • Provide equivalent Bash shell examples for all PowerShell scripts and commands, especially for the cluster creation workflow.
  • Explicitly mention that Azure CLI commands can be run in Bash, PowerShell, or other shells, and clarify any syntax differences.
  • Avoid wrapping Azure CLI commands in PowerShell-specific functions unless a Bash alternative is also provided.
  • Add notes or sections for Linux/macOS users, including environment-specific tips (e.g., SSH key generation, environment variables).
  • Ensure that cleanup instructions include Bash syntax (e.g., using \ for line continuation in Bash, not backtick).
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets