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_tools
windows_first
Summary
The documentation provides both Windows and Linux coverage, but there are several areas where Windows/PowerShell tools and patterns are emphasized or presented first. PowerShell is frequently used for checksum generation and command examples, sometimes without Linux equivalents. Windows-specific customizers (PowerShell, WindowsRestart, WindowsUpdate) are described in detail, while Linux equivalents are less prominent or missing (e.g., no Linux restart customizer). In some sections, Windows tools (PowerShell cmdlets) are referenced before Linux tools, and Windows examples are shown first.
Recommendations
  • Where PowerShell is used for tasks like checksum generation, always provide the equivalent Linux/macOS command (e.g., sha256sum) alongside.
  • For customizer types, clarify Linux limitations (e.g., no restart customizer) and suggest workarounds for Linux users.
  • Ensure that Linux examples (e.g., shell scripts, CLI commands) are presented with equal prominence and, where possible, shown before or alongside Windows examples.
  • For validation and customization, explicitly state Linux support and provide Linux-specific examples where only Windows examples are given.
  • Where Windows tools or patterns are mentioned (such as Get-FileHash), add Linux/macOS alternatives (such as sha256sum) in the same context.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

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