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
Summary
The documentation consistently presents both Bash and PowerShell examples side-by-side for all CLI commands. However, PowerShell examples are given equal prominence and detail as Bash, and in some cases, PowerShell variable syntax is used in explanatory notes and code blocks. There are several places where PowerShell commands are shown before or alongside Bash, and variable references in notes use PowerShell syntax. No Linux-specific tools or patterns are mentioned, and there are no Linux-only examples or troubleshooting tips. The documentation does not mention Linux distributions, shells, or platform-specific considerations, and the use of PowerShell may suggest a Windows-centric approach, especially for users who expect Linux-first documentation for CLI/Kubernetes workflows.
Recommendations
  • Ensure Bash examples are presented first, as Bash is the default shell for most Linux environments.
  • Add explicit notes about platform compatibility (e.g., 'these commands work on Linux, macOS, and Windows').
  • Include troubleshooting tips for Linux environments (e.g., file permissions, environment variables, az CLI installation on Linux).
  • Avoid using PowerShell variable syntax in explanatory notes outside PowerShell tabs.
  • Consider adding examples for other shells (e.g., zsh, fish) or mention how to adapt commands for those environments.
  • Clarify that PowerShell examples are primarily for Windows users, and Bash is recommended for Linux/macOS.
  • Add a section on prerequisites for Linux environments, such as package installation commands (apt, yum, etc.) for az CLI and kubectl.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Clean Clean
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