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
powershell_heavy
windows_first
Summary
The documentation consistently provides both Bash and PowerShell examples side-by-side for every CLI operation. However, PowerShell is given equal prominence to Bash, which may suggest a Windows-centric approach, especially since PowerShell is primarily a Windows shell (though it is available cross-platform). There are no Linux-specific tools, patterns, or troubleshooting steps mentioned, nor are there any examples using native Linux utilities or shell scripting beyond Bash. No Linux-only workflows or considerations are discussed, and PowerShell examples are always present, which can imply a bias toward Windows environments.
Recommendations
  • Clarify that PowerShell examples are intended for cross-platform PowerShell (pwsh), not Windows-only PowerShell, if applicable.
  • Add explicit notes or sections for Linux-specific considerations, such as file permissions, environment setup, or troubleshooting common Linux issues.
  • Include examples using native Linux utilities or shell scripting (e.g., using grep, awk, sed for output parsing) where relevant.
  • Provide guidance for users working in Linux-only environments, such as using Bash exclusively or integrating with Linux package managers.
  • Consider adding troubleshooting steps for common Linux deployment issues (e.g., SELinux, systemd, networking differences).
  • If PowerShell is not required for Linux users, clarify that Bash is the recommended shell for Linux and macOS.
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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 Clean Clean
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 Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-02-09 00:00 #359 completed Clean Clean
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