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 major steps, ensuring Linux and Windows users are supported. However, in most sections, PowerShell examples are presented after Bash, and some PowerShell-specific nuances (like base64 encoding) are explained. There is a slight Windows-first bias in the order of examples and some minor PowerShell-specific notes, but Linux parity is generally maintained.
Recommendations
  • Ensure that Bash and PowerShell tabs are presented with equal prominence, possibly randomizing or alternating their order.
  • Where platform-specific nuances exist (e.g., encoding differences), clarify both Linux and Windows approaches in the main text, not just in code comments.
  • Consider adding a brief note at the top clarifying that all steps are supported on both Linux and Windows, and that Bash examples are for Linux/macOS while PowerShell is for Windows.
  • Review PowerShell examples for unnecessary Windows-specific tools (e.g., 'armclient') and suggest cross-platform alternatives if possible.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Biased Biased
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 Biased Biased
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