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 is generally cross-platform, but there are subtle signs of Windows bias. Azure CLI is used throughout, which is available on all platforms, but installation instructions and links often mention Windows or Mac first, with Linux instructions appearing later or being less detailed. In the section on Azure kubelogin, Windows/Mac installation instructions are mentioned before Linux, and Linux instructions are less explicit. There are no PowerShell-specific commands, but Azure CLI is sometimes associated with Windows usage. No Linux-specific tools or patterns are mentioned, and some steps (such as SSH into master nodes, editing files, and using kubectl) are generic, but could benefit from more explicit Linux guidance. Overall, Linux users can complete all tasks, but may encounter minor friction.
Recommendations
  • Ensure Linux installation instructions are as prominent and detailed as Windows/Mac instructions, especially for tools like Azure kubelogin.
  • Provide explicit Linux command examples for common tasks (e.g., editing files with nano as well as vi, handling file permissions, SSH usage).
  • When referencing Azure CLI, clarify that it is fully supported on Linux and provide links to Linux-specific installation guides.
  • Avoid mentioning Windows/Mac first in tool installation sections; present all platforms equally or start with Linux.
  • Add troubleshooting tips for Linux environments where relevant (e.g., file permissions, sudo usage).
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Biased Biased
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Biased Biased
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Biased Biased
2026-02-10 00:00 #363 completed Clean Clean
2026-02-09 00:00 #359 completed Clean Clean
2026-02-08 00:00 #355 completed Clean Clean
2026-02-05 00:00 #343 completed Clean Clean
2026-02-04 00:00 #339 completed Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Clean Clean
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets