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
missing_linux_example
Summary
The documentation provides both Azure CLI and Azure PowerShell examples for creating and updating scale sets with Availability Zones, but PowerShell (a Windows-centric tool) is given equal prominence to CLI, and is sometimes listed before or alongside CLI. There are no explicit Linux shell (bash) examples, nor are Linux-specific considerations or tools mentioned. The ARM template section references both Linux and Windows, but does not provide a Linux shell example for deployment. The overall pattern is to treat Windows/PowerShell as a first-class or default environment, with limited explicit Linux parity.
Recommendations
  • Add explicit bash shell examples for Linux/macOS users alongside Azure CLI and PowerShell sections.
  • Ensure CLI examples are shown before PowerShell, as CLI is cross-platform and more commonly used on Linux/macOS.
  • Clarify that Azure CLI commands work natively on Linux/macOS and provide installation links or notes for those platforms.
  • Where PowerShell is mentioned, add a note that PowerShell Core is available cross-platform, but CLI is recommended for Linux/macOS.
  • Provide a sample ARM template deployment using Azure CLI on Linux/macOS, not just the template JSON.
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Scan History

Date Scan Status Result
2026-02-12 00:00 #239 in_progress Clean Clean
2026-02-11 00:00 #235 in_progress Clean Clean
2026-02-10 00:00 #231 completed Biased Biased
2026-01-14 01:31 #124 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Clean Clean
2026-01-06 22:28 #80 completed Clean Clean

Flagged Code Snippets