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 Bash and PowerShell examples for most steps, but consistently presents Bash (Linux/macOS) examples before PowerShell (Windows) ones. However, PowerShell examples are present for every step, which is not always the case in cross-platform docs. There is no exclusive use of Windows tools or patterns, and Linux examples are not missing. The use of Azure CLI and kubectl is cross-platform, but the presence of PowerShell examples throughout may indicate a slight Windows bias, especially since PowerShell is not the default shell on most non-Windows systems.
Recommendations
  • Clarify in the introduction that both Linux/macOS (Bash) and Windows (PowerShell) users are supported, and explain how to choose the appropriate tab.
  • Consider including a note that PowerShell Core is available cross-platform, but Bash is the default on most Linux/macOS systems.
  • Where possible, provide a single, unified script with cross-platform variable syntax, or explicitly mention any differences in environment variable handling between Bash and PowerShell.
  • Ensure that any references to file paths, environment variables, or shell-specific behavior are clearly marked as Bash- or PowerShell-specific.
  • If possible, add a short section or callout for users on WSL (Windows Subsystem for Linux), as this is a common cross-platform scenario.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Biased Biased
2025-07-13 21:37 #48 completed Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets