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 covers Azure VM Image Builder updates for both Linux and Windows VMs. However, in sections providing API usage examples, Windows/PowerShell commands are presented alongside Azure CLI and HTTP, with PowerShell shown last but present. In customization and validation feature lists, Windows-specific tools (PowerShell, Windows Update, Windows restart) are mentioned, but Linux equivalents (Shell, File) are also included. The documentation does not prioritize Windows tools or patterns over Linux, but Windows examples and tools are consistently present, sometimes with more detail (e.g., PowerShell options like 'run elevated, run as system').
Recommendations
  • Ensure Linux and Windows examples are given equal prominence and detail.
  • Where PowerShell examples are provided, also include Bash or Shell script examples for Linux users.
  • If Windows-specific features are described in detail (e.g., PowerShell options), provide comparable detail for Linux features (e.g., shell script execution modes).
  • Consider alternating the order of examples so Linux and Windows are not always in the same sequence.
  • Explicitly note when a feature or example is cross-platform or platform-specific.
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Scan History

Date Scan Status Result
2026-03-10 00:00 #476 in_progress Clean Clean
2026-03-09 00:00 #472 in_progress Clean Clean
2026-03-08 00:00 #468 in_progress Clean Clean
2026-03-07 00:00 #464 in_progress Clean Clean
2026-03-06 00:00 #460 in_progress Clean Clean
2026-03-05 00:00 #456 in_progress Clean Clean
2026-03-04 00:00 #452 in_progress Biased Biased
2026-03-03 00:00 #448 in_progress Clean Clean
2026-03-02 00:00 #444 in_progress Clean Clean
2026-03-01 00:00 #440 in_progress Clean Clean
2026-02-28 00:00 #436 in_progress Clean Clean
2026-02-27 00:00 #432 in_progress Clean Clean
2026-02-26 00:00 #428 in_progress Clean Clean
2026-02-25 00:00 #424 in_progress Clean Clean
2026-02-23 00:00 #416 in_progress Clean Clean
2026-02-22 00:00 #412 in_progress Biased Biased
2026-02-21 00:00 #408 in_progress Clean Clean
2026-02-20 00:00 #404 in_progress Clean Clean
2026-02-19 00:00 #400 in_progress Clean Clean
2026-02-18 00:00 #396 in_progress Clean Clean
2026-02-17 00:00 #392 in_progress Clean Clean
2026-02-16 00:00 #388 in_progress Clean Clean
2026-02-15 00:00 #384 in_progress Clean Clean
2026-02-14 00:00 #380 in_progress Clean Clean
2026-02-13 00:00 #376 in_progress Clean Clean
2026-02-12 00:00 #372 in_progress Clean Clean
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Clean Clean
2026-02-09 00:00 #360 completed Clean Clean
2026-02-08 00:00 #356 completed Clean Clean
2026-02-05 00:00 #344 completed Clean Clean
2026-02-04 00:00 #340 completed Clean Clean
2026-02-03 00:00 #336 completed Clean Clean
2026-02-02 00:00 #332 completed Clean Clean
2026-02-01 00:00 #328 completed Clean Clean
2026-01-31 00:00 #324 completed Clean Clean
2026-01-30 00:00 #320 completed Clean Clean
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets