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 notable Windows bias. It assumes the user is on a Windows client, requires Windows PowerShell, and all command-line examples are shown in Windows PowerShell format with Windows file paths. There are no Linux/macOS shell examples, and the workflow is described from a Windows perspective, including references to saving files in Windows directories. Linux/macOS users are mentioned only briefly, with no guidance or parity in examples.
Recommendations
  • Provide equivalent Linux/macOS shell examples (e.g., bash/zsh) alongside Windows PowerShell commands.
  • Show file paths and kubectl usage for Linux/macOS (e.g., ~/.kube, /home/user/stateful-application/mysql-pv.yml).
  • Clarify that kubectl and YAML files can be used from any supported OS, and link to installation instructions for kubectl on Linux/macOS.
  • Include instructions for creating namespaces and users using CLI tools available on Linux/macOS, or clarify if Windows-only tools are required.
  • Reorder or parallelize examples so Linux/macOS instructions are not secondary to Windows.
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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