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
missing_linux_example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples throughout, but PowerShell examples are always present and often shown immediately after CLI. Helm installation instructions are given for both Windows and Linux, but Windows is listed first. For Azure CLI, Linux-specific shell examples (e.g., Bash) are not explicitly shown, even though the CLI commands are cross-platform. There are no macOS-specific instructions or examples. Some steps (e.g., managed identity creation, AKS cluster setup) only show CLI and PowerShell, omitting Bash or Linux-native scripting. The use of PowerShell is heavy, and Windows is often mentioned or shown first.
Recommendations
  • Provide explicit Bash/Linux shell examples for Azure CLI steps, especially where scripting or environment variables are used.
  • Add macOS installation instructions for Helm, or clarify that Linux instructions apply to macOS.
  • Alternate the order of Windows and Linux examples so Linux is not always second.
  • Where PowerShell is used, offer Bash equivalents for Linux users (e.g., for scripting resource setup).
  • Clarify that Azure CLI commands can be run on Linux/macOS, and provide sample Bash scripts for complex steps.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
2026-02-13 00:00 #374 in_progress Biased Biased
2026-02-12 00:00 #370 in_progress Biased Biased
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased

Flagged Code Snippets