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 for Workload Orchestration release notes demonstrates Windows bias in several ways. CLI examples for configuration management use PowerShell syntax (backticks and variable notation), which is specific to Windows and not compatible with Linux/macOS shells. There are no Bash or Linux shell equivalents provided for these examples, and the only explicit CLI code blocks outside of Azure CLI commands are in PowerShell format. Additionally, instructions for installing and updating the Azure CLI extension are given in Bash syntax, but the configuration management examples revert to PowerShell, suggesting a Windows-first approach.
Recommendations
  • Provide equivalent Bash examples for all CLI commands currently shown only in PowerShell.
  • Use cross-platform variable notation and line continuation (e.g., $VAR and \ for Bash, $var and ` for PowerShell) or explicitly show both formats.
  • Add a note clarifying that CLI commands work on Linux/macOS and Windows, and specify any platform-specific differences.
  • Where possible, use neutral syntax in documentation examples, or alternate between Windows and Linux examples to ensure parity.
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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