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 code examples for C# and PowerShell, with PowerShell being the only CLI example shown. There are no Linux/macOS CLI equivalents (such as Azure CLI or Bash scripts), and PowerShell is presented before any mention of cross-platform tools. This creates friction for Linux/macOS users who may not use PowerShell or develop on Windows.
Recommendations
  • Add Azure CLI examples for service creation and metric configuration, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Include Bash script examples or reference how to use REST APIs for metric management, which are platform-agnostic.
  • Clarify whether PowerShell examples are usable on PowerShell Core (cross-platform) or are Windows-only.
  • Consider providing sample YAML for ARM templates or Bicep for resource deployment, which are platform-neutral.
  • Explicitly mention any limitations or differences for Linux-based Service Fabric clusters, if applicable.
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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