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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias primarily through the exclusive use of PowerShell syntax in CLI examples (notably in the May 2025 release), and the absence of Linux/bash equivalents for those commands. While Azure CLI is cross-platform, the documentation assumes a Windows environment by default in some examples, and does not provide Linux-specific guidance or examples. There is also a tendency to present Windows-oriented tooling (PowerShell) before or instead of Linux alternatives.
Recommendations
  • Provide Linux/bash equivalents for all CLI examples, especially where PowerShell syntax is used (e.g., replace backticks with backslashes for line continuation, use $VARIABLE or export for environment variables).
  • Explicitly state that Azure CLI commands work on both Windows and Linux, and show examples for both platforms where syntax differs.
  • Avoid using only PowerShell-specific syntax in documentation; use platform-neutral command formats where possible.
  • Include notes or sections on Linux prerequisites, troubleshooting, and environment setup to ensure parity.
  • Review all examples and ensure that Linux users are equally supported and not required to adapt Windows-centric instructions.
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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 Clean Clean

Flagged Code Snippets