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
windows_tools
missing_linux_example
Summary
The documentation page exhibits several signs of Windows bias. Windows-specific tools and patterns are prioritized or exclusively mentioned, such as using 'winget' for installing kubectl (which is only available on Windows), and examples consistently use Windows-style paths (e.g., C:\path\to\archive.zip). Bash and PowerShell tabs are provided, but Bash examples often contain Windows-centric commands or syntax. There are no explicit Linux installation instructions for kubectl, nor are Linux-native tools (like unzip or tar) mentioned for extracting ZIP files. The documentation assumes a Windows environment for file paths and installation methods, and does not provide parity for Linux users in key setup steps.
Recommendations
  • Provide Linux-native installation instructions for kubectl (e.g., using curl or apt/yum/zypper).
  • Include Linux file extraction commands (e.g., unzip, tar) alongside Expand-Archive/winget.
  • Use cross-platform or Linux-style file paths in Bash examples (e.g., /home/user/archive.zip).
  • Clearly indicate which commands are Windows-only and offer Linux alternatives in all relevant steps.
  • Add a dedicated Linux prerequisites section, including package manager commands for required tools.
  • Review all examples to ensure they work as written on Linux and macOS, not just Windows.
  • Avoid assuming the use of Windows tools (winget, Expand-Archive) in Bash sections; use platform-appropriate tools.
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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 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