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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation is intended for both Windows and Linux VMs, as indicated at the top. However, there are several areas of Windows bias: (1) PowerShell examples are provided alongside CLI, but there are no bash or Linux shell script equivalents; (2) The ARM template example is Windows-centric, defaulting to Windows images and only listing Windows SKUs; (3) In some sections, Windows tools and patterns (like PowerShell) are given equal or more prominence than Linux-native approaches; (4) There are no explicit Linux-focused examples or instructions for Linux-specific configuration (e.g., SSH keys, Linux images in ARM templates).
Recommendations
  • In ARM template examples, provide both Windows and Linux image options, or show how to select a Linux image (e.g., Ubuntu, CentOS) and configure SSH authentication.
  • Include bash or Linux shell script examples where PowerShell is shown, especially for common tasks like deallocating or updating VMs.
  • When listing allowed values for OSVersion or similar parameters, include popular Linux distributions.
  • Instruct users on how to configure Linux-specific settings (e.g., SSH keys) in the portal and ARM templates.
  • Where possible, alternate the order of CLI and PowerShell examples, or clarify that both are equally supported.
  • Explicitly note any differences or additional steps required for Linux VMs, if applicable.
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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 Clean Clean
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
2026-01-14 00:00 #252 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

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