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 is heavily biased towards Windows and PowerShell environments. All troubleshooting examples and code snippets use PowerShell cmdlets (e.g., Connect-AzAccount, Get-AzVM), and there are no equivalent instructions or examples for Linux/macOS users (such as Bash, Azure CLI, or Python SDK). The troubleshooting steps assume the use of Windows-based Automation runbooks and tools, and do not mention Linux alternatives or cross-platform considerations.
Recommendations
  • Add troubleshooting examples using Azure CLI (az) commands and Bash scripts for Linux/macOS users.
  • Include guidance for using Python SDK or REST API for managed identity authentication in runbooks.
  • Explicitly state platform requirements for each scenario, and provide parity instructions for Linux/macOS environments.
  • Where PowerShell is used, offer equivalent code snippets for Bash/Azure CLI.
  • Clarify whether Hybrid Runbook Workers can run on Linux, and provide Linux-specific troubleshooting steps if applicable.
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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 Clean Clean
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