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_first
windows_tools
Summary
The documentation provides both Windows and Linux examples for Azure Image Builder templates, but there is a notable Windows bias in several areas. PowerShell commands and tools are frequently referenced, often before Linux equivalents. Windows-specific customizers (PowerShell, WindowsRestart, WindowsUpdate) are described in detail, while Linux customizers (Shell) are less prominent. SHA256 checksum generation is shown with PowerShell first, and Windows-specific troubleshooting and RBAC instructions are highlighted. Some sections (e.g., restart customizer) explicitly state Linux is not supported, but Linux alternatives or workarounds are not discussed.
Recommendations
  • Ensure Linux and macOS command-line examples (e.g., Azure CLI, shell commands) are always provided alongside PowerShell, and shown first or equally.
  • Add Linux-specific troubleshooting guidance and RBAC instructions where only Windows is mentioned.
  • Where Windows customizers (e.g., WindowsRestart) are described, clarify Linux alternatives or explicitly state limitations.
  • For checksum generation, provide Linux/macOS commands (e.g., sha256sum) before or alongside PowerShell.
  • Balance the prominence of Windows and Linux customizer examples, ensuring Shell customizer usage is as detailed as PowerShell.
  • Where Windows tools (e.g., Invoke-WebRequest) are mentioned, also reference Linux equivalents (e.g., wget, curl).
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Scan History

Date Scan Status Result
2026-03-10 00:00 #476 in_progress Biased Biased
2026-03-09 00:00 #472 in_progress Biased Biased
2026-03-08 00:00 #468 in_progress Biased Biased
2026-03-07 00:00 #464 in_progress Biased Biased
2026-03-06 00:00 #460 in_progress Biased Biased
2026-03-05 00:00 #456 in_progress Biased Biased
2026-03-04 00:00 #452 in_progress Biased Biased
2026-03-03 00:00 #448 in_progress Biased Biased
2026-03-02 00:00 #444 in_progress Biased Biased
2026-03-01 00:00 #440 in_progress Biased Biased
2026-02-28 00:00 #436 in_progress Biased Biased
2026-02-27 00:00 #432 in_progress Biased Biased
2026-02-26 00:00 #428 in_progress Biased Biased
2026-02-25 00:00 #424 in_progress Biased Biased
2026-02-23 00:00 #416 in_progress Biased Biased
2026-02-22 00:00 #412 in_progress Biased Biased
2026-02-21 00:00 #408 in_progress Biased Biased
2026-02-20 00:00 #404 in_progress Biased Biased
2026-02-19 00:00 #400 in_progress Biased Biased
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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