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
windows_tools
powershell_heavy
Summary
The documentation demonstrates a Windows bias in several areas. Windows-specific tools (such as winget for kubectl installation) are used without Linux alternatives, and file path examples consistently use Windows-style paths (e.g., C:\path\to\archive.zip). The Bash examples are often Windows-centric, using commands and patterns that are only valid on Windows systems. PowerShell is given equal or greater prominence compared to Bash, and Linux-native installation or extraction methods (such as apt, yum, or unzip) are missing. There is a lack of explicit Linux instructions for common tasks, and the documentation assumes a Windows environment throughout.
Recommendations
  • Provide Linux-specific installation instructions for kubectl (e.g., using curl or package managers like apt/yum).
  • Replace or supplement Windows file path examples with Linux-style paths (e.g., /home/user/archive.zip).
  • Include Linux-native commands for extracting ZIP files (e.g., unzip workload-orchestration-files.zip -d /path/to/workspace).
  • Clarify that Bash instructions are valid for both Windows (WSL/Git Bash) and Linux, and provide platform-specific notes where necessary.
  • Add troubleshooting notes for common Linux issues (e.g., permissions, package dependencies).
  • Ensure that onboarding scripts and referenced resources are cross-platform or provide separate scripts for Linux and Windows.
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Scan History

Date Scan Status Result
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