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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias in its command-line examples and tooling. All automation and scripting instructions for managing Azure savings plan permissions are provided exclusively using Azure PowerShell, which is traditionally associated with Windows environments. There are no equivalent examples using cross-platform tools such as Azure CLI, Bash, or REST API calls, which are commonly used on Linux and macOS. The documentation also references PowerShell-specific modules and commands, further reinforcing the Windows-centric approach.
Recommendations
  • Provide equivalent Azure CLI examples for all PowerShell scripts, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Include REST API call examples (using curl or httpie) for key operations, enabling users on any OS to automate tasks.
  • Explicitly mention that Azure PowerShell is available cross-platform, but clarify when Windows-specific features or behaviors are relevant.
  • Add Bash script samples for automation tasks, especially for role assignments and querying savings plans.
  • Ensure that references to tools and patterns are OS-neutral or present both Windows and Linux/macOS options side-by-side.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets