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_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates several Windows-centric biases. Windows tools such as 'winget' are used for installing kubectl, which is not available on Linux/macOS. File path examples and extraction commands use Windows-style paths and commands (e.g., Expand-Archive with C:\ paths) in both Bash and PowerShell tabs, and there are no Linux/macOS equivalents (e.g., unzip, tar, or homebrew). Bash examples are often just Windows commands run in Bash, not true Linux shell commands. PowerShell is given equal or greater prominence, and Linux-native installation and file manipulation patterns are missing.
Recommendations
  • Add Linux/macOS-specific instructions for installing kubectl (e.g., using curl, apt, yum, or Homebrew).
  • Provide Linux/macOS file extraction commands (e.g., unzip, tar) and use POSIX-style paths (/home/user/...).
  • Ensure Bash tab examples use Linux-native commands and syntax, not Windows commands.
  • Include explicit notes or tabs for macOS where relevant.
  • Where Windows tools (e.g., winget, Expand-Archive) are mentioned, provide equivalent Linux/macOS alternatives.
  • Review all file path and environment variable usage for cross-platform compatibility.
  • Consider reordering examples so that Linux-native commands appear before or alongside Windows commands.
GitHub Create Pull Request

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 Biased Biased
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 Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Biased Biased
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
2026-01-14 00:00 #251 completed Biased Biased
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 Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets