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
missing_linux_example
Summary
The documentation provides both Azure CLI and PowerShell examples for creating VMs from specialized images, but the PowerShell examples are extensive and detailed, while the CLI examples are more concise. The PowerShell examples use Windows-centric constructs (e.g., New-AzNetworkSecurityRuleConfig for RDP port 3389), and the CLI and PowerShell tabs are presented in parallel, but PowerShell scripts are much longer and more prominent. There are no Linux shell (bash) script equivalents for the detailed resource creation steps, and the PowerShell examples assume a Windows environment. The documentation does not provide parity for Linux users who may prefer bash scripting or native Linux tools for automation.
Recommendations
  • Add detailed bash shell script examples for resource creation, matching the depth of the PowerShell examples.
  • Clarify that PowerShell examples can be run cross-platform (if true), or provide explicit instructions for Linux/macOS users.
  • When showing network security rules, include examples for both SSH (port 22) and RDP (port 3389), and explain their relevance for Linux and Windows VMs.
  • Ensure that CLI and shell examples cover all steps shown in PowerShell, including network setup and VM configuration.
  • Consider presenting CLI/bash examples before or alongside PowerShell to avoid Windows-first perception.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Biased Biased
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-27 00:00 #308 completed Biased Biased
2026-01-26 00:00 #304 completed Biased Biased
2026-01-24 00:00 #296 completed Biased Biased
2026-01-23 00:00 #292 failed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

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