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
windows_tools
missing_linux_example
Summary
The documentation is heavily biased towards Windows and PowerShell. All command-line examples use PowerShell cmdlets, and instructions for connecting, configuring, and managing the Kubernetes cluster are written for Windows clients. Installation and verification of kubectl are shown only for Windows, and editing the hosts file is described using Windows tools (Notepad, Windows file paths). There are no Linux/macOS equivalents or examples provided, and Windows is consistently mentioned first or exclusively.
Recommendations
  • Provide equivalent Linux/macOS instructions for all steps, including connecting to the device, managing namespaces/users, and configuring RBAC.
  • Include bash or shell command examples for Linux/macOS users (e.g., using curl/wget for kubectl installation, editing /etc/hosts).
  • Clarify whether the PowerShell cmdlets (e.g., New-HcsKubernetesNamespace) are available on Linux/macOS, or provide alternative approaches if not.
  • Explicitly state Linux/macOS support in prerequisites and throughout the guide, with links to relevant tools and documentation.
  • Show file paths and config locations for Linux/macOS (e.g., ~/.kube/config).
GitHub Create Pull Request

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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets