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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias primarily through exclusive use of PowerShell examples and references to Windows-centric tools and patterns. All command-line instructions for managing Azure RBAC and Automation roles are provided using Azure PowerShell cmdlets, with no mention of equivalent Azure CLI or REST API methods, which are cross-platform and preferred by many Linux users. The only referenced installation guide for Hybrid Runbook Workers is for Windows. There is no guidance or examples for Linux users, nor are Linux tools or shell commands (e.g., Bash, Azure CLI) presented alongside or before Windows/PowerShell instructions.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell cmdlets shown, including role assignment, listing, and removal.
  • Include REST API examples for RBAC operations to provide platform-neutral guidance.
  • Reference both Windows and Linux installation guides for Hybrid Runbook Workers, or clarify cross-platform support.
  • Ensure that introductory sections mention Azure CLI and REST API as first-class options for managing permissions, not just PowerShell.
  • Where screenshots or UI instructions are given, clarify any OS-specific differences or provide parity for Linux users.
  • Audit linked resources to ensure Linux and cross-platform instructions are present and easy to find.
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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