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
windows_tools
Summary
The documentation page exclusively uses PowerShell for all examples, setup, and automation steps, with no mention of Bash, Azure CLI, or Linux-native tooling. Windows/PowerShell tools and patterns are referenced throughout, and all code samples are in PowerShell. There are no Linux or cross-platform alternatives provided, and the instructions assume a PowerShell-centric workflow.
Recommendations
  • Add equivalent examples using Azure CLI and Bash scripts for all major steps, including Key Vault creation, secret management, and role assignments.
  • Include instructions for creating and managing runbooks using Python or other supported languages in Azure Automation.
  • Mention that Azure Automation supports multiple runbook types (PowerShell, Python, Graphical) and provide links or examples for non-PowerShell options.
  • Present cross-platform tools and commands (e.g., Azure CLI) before or alongside PowerShell examples to avoid Windows-first bias.
  • Clarify any platform-specific requirements and provide guidance for users on Linux or macOS.
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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
2026-01-12 00:00 #243 cancelled 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets