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 provides both Azure CLI and Azure PowerShell examples for creating and updating scale sets with Availability Zones. However, PowerShell examples are given equal prominence to CLI, and in some sections (such as 'Use Azure PowerShell'), Windows-specific tooling is highlighted separately. The ordering of examples sometimes places PowerShell before Linux-focused tools, and there is no explicit Bash or Linux shell example (though Azure CLI is cross-platform). The Resource Manager template section does link to both Linux and Windows quick-starts, but overall, Windows tools and patterns are mentioned as much as Linux equivalents.
Recommendations
  • Ensure that Azure CLI examples are shown first, as CLI is cross-platform and preferred for Linux/macOS users.
  • Add explicit Bash shell examples where relevant, especially for update operations.
  • Clarify that Azure PowerShell is Windows-centric and recommend Azure CLI for Linux/macOS users.
  • Where possible, provide parity in example scripts for Linux and Windows environments.
  • Consider adding a note about cross-platform support for Azure CLI and ARM templates.
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Scan History

Date Scan Status Result
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
2026-02-11 00:00 #368 in_progress Clean Clean
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 Clean Clean
2026-02-04 00:00 #340 completed Clean Clean
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
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets