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 strong Windows bias by providing all command-line and scripting examples in PowerShell syntax, including the main automation function and even simple Azure CLI invocations. There are no Bash or Linux shell equivalents, and the scripting patterns (e.g., function definition, parameter handling) are tailored to PowerShell users. This may disadvantage Linux or macOS users, who are likely to use Bash or other Unix shells.
Recommendations
  • Provide all Azure CLI examples in both PowerShell and Bash syntax, especially for multi-step scripts and automation functions.
  • Include a Bash script or step-by-step Bash command sequence for creating and connecting the AKS cluster, using standard Bash idioms (e.g., environment variables, shell functions).
  • When showing Azure CLI commands, use the generic CLI syntax (which is cross-platform) and avoid wrapping them in PowerShell-specific constructs unless necessary.
  • Explicitly mention that the steps are cross-platform and clarify any OS-specific prerequisites or differences.
  • For resource cleanup, show both PowerShell and Bash command examples.
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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