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
windows_tools
Summary
The documentation page exhibits a strong Windows bias. It assumes the use of a Windows client, prioritizes Windows PowerShell as the primary interface, and provides only PowerShell-based command examples for critical steps. Linux or macOS alternatives are mentioned only in passing, with no equivalent command-line examples or instructions. Windows-specific tools and patterns (e.g., PowerShell cmdlets, Windows PowerShell installation) are referenced exclusively or before any cross-platform options.
Recommendations
  • Provide explicit Linux/macOS instructions and examples for all steps, including az CLI usage and kubectl commands.
  • Include bash/zsh shell command examples alongside PowerShell, especially for service principal creation and Azure Arc onboarding.
  • Clarify which steps are platform-agnostic and which require platform-specific tools, and offer alternatives for non-Windows environments.
  • Update the prerequisites to treat Windows, Linux, and macOS clients equally, listing supported OSes and their respective setup steps.
  • Where PowerShell cmdlets are used, offer equivalent az CLI or REST API commands that can be run on any OS.
  • Add screenshots or terminal output from Linux/macOS environments where relevant.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets