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_first
Summary
The documentation demonstrates a notable Windows bias, especially in the section on copying keys between key vaults, where only a PowerShell script (.ps1) is provided and explicitly recommended. There are no equivalent instructions or scripts for Linux/macOS users (e.g., Bash, Azure CLI, or Python). Additionally, references to Windows VMs and Windows-specific encryption scenarios appear before Linux equivalents in some prerequisite sections.
Recommendations
  • Provide equivalent scripts or instructions for Linux/macOS users, such as Bash scripts, Azure CLI commands, or Python scripts for copying keys between key vaults.
  • Explicitly mention cross-platform alternatives and clarify which steps can be performed on any OS using Azure CLI or REST API.
  • Where possible, present Windows and Linux examples side-by-side, or clarify when a step is OS-agnostic.
  • Ensure that references to both Windows and Linux VMs are balanced and not presented with a Windows-first ordering.
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
2025-09-03 00:00 #100 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets