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 all command-line steps, but PowerShell examples are consistently shown after Bash. However, the PowerShell examples are often more verbose and include additional scripting logic (such as object manipulation and JSON handling) that is specific to Windows/PowerShell environments. There is a slight 'windows_first' bias in the ordering of sections and the inclusion of PowerShell-specific scripting patterns, but Linux users are not blocked from completing any tasks, as Bash examples are present throughout.
Recommendations
  • Ensure Bash and PowerShell examples are equally detailed and cover the same scripting logic, especially for JSON manipulation and file creation.
  • Consider providing cross-platform scripting notes for steps that require more complex logic (e.g., JSON file creation, string manipulation), as Bash and PowerShell syntax differ.
  • Explicitly mention that Bash examples are suitable for Linux/macOS and that PowerShell examples are for Windows, to guide users to the correct section.
  • Where possible, provide generic az CLI commands that work identically across platforms, minimizing the need for platform-specific scripting.
  • If PowerShell examples include advanced scripting, provide equivalent Bash scripting for parity.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Clean Clean
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets