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 page demonstrates a significant Windows bias. All command-line examples are shown using Windows PowerShell, with explicit references to Windows file paths (e.g., C:\Users\user) and instructions tailored for Windows clients. The prerequisites section prioritizes Windows clients and PowerShell, mentioning other OSes only in passing and not providing equivalent Linux/macOS instructions or examples. There are no Linux shell (bash) command examples, nor guidance on Linux-specific patterns for accessing shares or managing files.
Recommendations
  • Provide parallel examples for Linux/macOS clients, using bash syntax and typical Linux file paths (e.g., ~/ instead of C:\Users\).
  • Include instructions for installing and using kubectl on Linux/macOS, and clarify any differences in accessing the Kubernetes cluster from non-Windows systems.
  • Show how to save and reference YAML files on Linux/macOS, including typical directory structures.
  • If PowerShell-specific commands (e.g., New-HcsKubernetesNamespace) are required, clarify if there are CLI or REST alternatives for Linux users, or provide guidance on running these commands from Linux.
  • Explicitly state any limitations or requirements for Linux/macOS clients, and link to relevant documentation for those platforms.
  • Balance screenshots and sample outputs to include both Windows and Linux terminal environments where possible.
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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